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href="../22093/glossary-break-even-analysis.html" title="Glossary: Break-even analysis">Glossary: Break-even analysis</a></li></ul><li class=" parent" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../21747/34-final-accounts.html" title="3.4 Final accounts">3.4 Final accounts</a></li><ul class="level-3 "><li class="" style="padding-left: 42px"><i class="expander fa fa-caret-right "></i><a class="" href="../31367/glossary-final-accounts.html" title="Glossary: Final accounts">Glossary: Final accounts</a></li></ul><li class=" parent" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../21748/35-profitability-and-liquidity-ratio-analysis.html" title="3.5 Profitability and liquidity ratio analysis">3.5 Profitability and liquidity ratio analysis</a></li><ul class="level-3 "><li class="" style="padding-left: 42px"><i class="expander fa fa-caret-right "></i><a class="" href="../25111/glossary-profitability-and-liquidity-ratio-analysis.html" title="Glossary: Profitability and liquidity ratio analysis">Glossary: Profitability and liquidity ratio analysis</a></li></ul><li class=" parent" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../21749/36-efficiency-ratio-analysis-hl-only.html" title="3.6 Efficiency ratio analysis (HL only)">3.6 Efficiency ratio analysis (HL only)</a></li><ul class="level-3 "><li class="" style="padding-left: 42px"><i class="expander fa fa-caret-right "></i><a class="" href="../25114/glossary-efficiency-ratios.html" title="Glossary: Efficiency ratios">Glossary: Efficiency ratios</a></li></ul><li class=" parent" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../21750/37-cash-flow.html" title="3.7 Cash flow">3.7 Cash flow</a></li><ul class="level-3 "><li class="" style="padding-left: 42px"><i class="expander fa fa-caret-right "></i><a class="" href="../25118/cash-flow-forecasts.html" title="Cash flow forecasts">Cash flow forecasts</a></li><li class="" style="padding-left: 42px"><i class="expander fa fa-caret-right "></i><a class="" href="../31376/glossary-cash-flow.html" title="Glossary: Cash flow">Glossary: Cash flow</a></li></ul><li class=" parent" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../21751/38-investment-appraisal.html" title="3.8 Investment appraisal">3.8 Investment appraisal</a></li><ul class="level-3 "><li class="" style="padding-left: 42px"><i class="expander fa fa-caret-right "></i><a class="" href="../31377/glossary-investment-appraisal-.html" title="Glossary: Investment appraisal ">Glossary: Investment appraisal </a></li></ul><li class=" parent" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../21752/39-budgets-hl-only.html" title="3.9 Budgets (HL only)">3.9 Budgets (HL only)</a></li><ul class="level-3 "><li class="" style="padding-left: 42px"><i class="expander fa fa-caret-right "></i><a class="" href="../31378/39-budgets-hl-only-glossary.html" title="3.9 Budgets (HL Only) Glossary">3.9 Budgets (HL Only) Glossary</a></li></ul></ul><li class=" parent" style="padding-left: 14px"><i class="expander fa fa-caret-right "></i><a class="" href="../21684/unit-4.html" title="Unit 4">Unit 4</a></li><ul class="level-2 "><li class=" parent" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../21767/41-the-role-of-marketing.html" title="4.1 The role of marketing">4.1 The role of marketing</a></li><ul class="level-3 "><li class="" style="padding-left: 42px"><i class="expander fa fa-caret-right "></i><a class="" href="../25618/glossary-the-role-of-marketing.html" title="Glossary: The role of marketing">Glossary: The role of marketing</a></li></ul><li class=" parent" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../21768/42-marketing-planning.html" title="4.2 Marketing planning">4.2 Marketing planning</a></li><ul class="level-3 "><li class="" style="padding-left: 42px"><i class="expander fa fa-caret-right "></i><a class="" href="../28328/glossary-marketing-planning.html" title="Glossary: Marketing planning">Glossary: Marketing planning</a></li></ul><li class=" parent" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../21769/43-sales-forecasting-hl-only.html" title="4.3 Sales forecasting (HL only)">4.3 Sales forecasting (HL only)</a></li><ul class="level-3 "><li class="" style="padding-left: 42px"><i class="expander fa fa-caret-right "></i><a class="" href="../25713/glossary-sales-forecasting.html" title="Glossary: Sales forecasting">Glossary: Sales forecasting</a></li></ul><li class=" parent" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../21713/44-market-research.html" title="4.4 Market research">4.4 Market research</a></li><ul class="level-3 "><li class="" style="padding-left: 42px"><i class="expander fa fa-caret-right "></i><a class="" href="../25208/glossary-market-research.html" title="Glossary: Market research">Glossary: Market research</a></li></ul><li class=" parent" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../21770/45-the-four-ps.html" title="4.5 The four Ps">4.5 The four Ps</a></li><ul class="level-3 "><li class=" parent" style="padding-left: 42px"><i class="expander fa fa-caret-right "></i><a class="std-disabled" href="#" title="Product">Product</a></li><ul class="level-4 "><li class="" style="padding-left: 56px"><i class="expander fa fa-caret-right "></i><a class="" href="../22627/glossary-product.html" title="Glossary: Product">Glossary: Product</a></li></ul><li class=" parent" style="padding-left: 42px"><i class="expander fa fa-caret-right "></i><a class="" href="../22525/price.html" title="Price">Price</a></li><ul class="level-4 "><li class="" style="padding-left: 56px"><i class="expander fa fa-caret-right "></i><a class="" href="../22548/glossary-price.html" title="Glossary: Price">Glossary: Price</a></li></ul><li class=" parent" style="padding-left: 42px"><i class="expander fa fa-caret-right "></i><a class="" href="../22567/promotion.html" title="Promotion">Promotion</a></li><ul class="level-4 "><li class="" style="padding-left: 56px"><i class="expander fa fa-caret-right "></i><a class="" href="../22704/45-promotion-glossary.html" title="4.5 Promotion - Glossary">4.5 Promotion - Glossary</a></li></ul><li class=" parent" style="padding-left: 42px"><i class="expander fa fa-caret-right "></i><a class="" href="../22745/place.html" title="Place">Place</a></li><ul class="level-4 "><li class="" style="padding-left: 56px"><i class="expander fa fa-caret-right "></i><a class="" href="../23813/45-place-glossary.html" title="4.5 Place - Glossary">4.5 Place - Glossary</a></li></ul></ul><li class=" parent" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../21774/46-the-extended-marketing-mix-7-ps-hl.html" title="4.6 The extended marketing mix (7 Ps) (HL)">4.6 The extended marketing mix (7 Ps) (HL)</a></li><ul class="level-3 "><li class="" style="padding-left: 42px"><i class="expander fa fa-caret-right "></i><a class="" href="../23814/glossary-the-extended-marketing-mix-hl.html" title="Glossary: The extended marketing mix (HL)">Glossary: The extended marketing mix (HL)</a></li></ul><li class=" parent" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../21772/47-international-marketing-hl-only.html" title="4.7 International marketing (HL only)">4.7 International marketing (HL only)</a></li><ul class="level-3 "><li class="" style="padding-left: 42px"><i class="expander fa fa-caret-right "></i><a class="" href="../23815/glossary-international-marketing-hl.html" title="Glossary: International Marketing (HL)">Glossary: International Marketing (HL)</a></li></ul><li class=" parent" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../21773/48-e-commerce.html" title="4.8 E-commerce">4.8 E-commerce</a></li><ul class="level-3 "><li class="" style="padding-left: 42px"><i class="expander fa fa-caret-right "></i><a class="" href="../23797/glossary-e-commerce.html" title="Glossary: E-commerce">Glossary: E-commerce</a></li></ul></ul><li class=" parent" style="padding-left: 14px"><i class="expander fa fa-caret-right "></i><a class="" href="../21688/unit-5.html" title="Unit 5">Unit 5</a></li><ul class="level-2 "><li class=" parent" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../21937/51-the-role-of-operations-management.html" title="5.1 The role of operations management">5.1 The role of operations management</a></li><ul class="level-3 "><li class="" style="padding-left: 42px"><i class="expander fa fa-caret-right "></i><a class="" href="../24843/glossary.html" title="Glossary">Glossary</a></li></ul><li class=" parent" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../21938/52-production-methods.html" title="5.2 Production methods">5.2 Production methods</a></li><ul class="level-3 "><li class="" style="padding-left: 42px"><i class="expander fa fa-caret-right "></i><a class="" href="../24848/glossary.html" title="Glossary">Glossary</a></li></ul><li class=" parent" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../21939/53-lean-production-quality-management-hl.html" title="5.3 Lean production & quality management (HL)">5.3 Lean production & quality management (HL)</a></li><ul class="level-3 "><li class="" style="padding-left: 42px"><i class="expander fa fa-caret-right "></i><a class="" href="../24839/glossary-lean-production-and-quality-management.html" title="Glossary: Lean Production and quality management">Glossary: Lean Production and quality management</a></li></ul><li class=" parent" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../21700/54-location.html" title="5.4 Location">5.4 Location</a></li><ul class="level-3 "><li class="" style="padding-left: 42px"><i class="expander fa fa-caret-right "></i><a class="" href="../24959/glossary.html" title="Glossary">Glossary</a></li></ul><li class=" parent" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../21695/55-production-planning-hl.html" title="5.5 Production planning (HL)">5.5 Production planning (HL)</a></li><ul class="level-3 "><li class="" style="padding-left: 42px"><i class="expander fa fa-caret-right "></i><a class="" href="../25032/glossary-production-planning.html" title="Glossary: Production planning">Glossary: Production planning</a></li></ul><li class=" parent" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../33222/56-research-development-hl.html" title="5.6 Research & development (HL)">5.6 Research & development (HL)</a></li><ul class="level-3 "><li class="" style="padding-left: 42px"><i class="expander fa fa-caret-right "></i><a class="" href="../34014/glossary-research-development.html" title="Glossary: Research & Development">Glossary: Research & Development</a></li></ul><li class=" parent" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../21941/57-crisis-management-contingency-planning-hl.html" title="5.7 Crisis management & contingency planning (HL)">5.7 Crisis management & contingency planning (HL)</a></li><ul class="level-3 "><li class="" style="padding-left: 42px"><i class="expander fa fa-caret-right "></i><a class="" href="../25042/glossary.html" title="Glossary">Glossary</a></li></ul></ul><li class=" parent" style="padding-left: 14px"><i class="expander fa fa-caret-right "></i><a class="" href="../25115/cuegis.html" title="CUEGIS">CUEGIS</a></li><ul class="level-2 "><li class=" parent" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="std-disabled" href="#" title="The 6 CUEGIS concepts">The 6 CUEGIS concepts</a></li><ul class="level-3 "><li class=" parent" style="padding-left: 42px"><i class="expander fa fa-caret-right "></i><a class="std-disabled" href="#" title="Ethics">Ethics</a></li><ul class="level-4 "><li class="" style="padding-left: 56px"><i class="expander fa fa-caret-right "></i><a class="" href="../21954/mcdonalds-supersize-me.html" title="McDonald's - Supersize Me">McDonald's - Supersize Me</a></li></ul></ul><li class=" parent" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="std-disabled" href="#" title="The CUEGIS essay">The CUEGIS essay</a></li><ul class="level-3 "><li class="" style="padding-left: 42px"><i class="expander fa fa-caret-right "></i><a class="" href="../22876/planning-your-cuegis-essay.html" title="Planning your CUEGIS essay">Planning your CUEGIS essay</a></li><li class="" style="padding-left: 42px"><i class="expander fa fa-caret-right "></i><a class="" href="../33806/paper-2-section-c-questions.html" title="Paper 2 Section C Questions">Paper 2 Section C Questions</a></li></ul></ul><li class=" parent" style="padding-left: 14px"><i class="expander fa fa-caret-right "></i><a class="" href="../33959/the-ia.html" title="The IA">The IA</a></li><ul class="level-2 "><li class=" parent" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="std-disabled" href="#" title="HL IA">HL IA</a></li><ul class="level-3 "><li class="" style="padding-left: 42px"><i class="expander fa fa-caret-right "></i><a class="" href="../22190/35-sample-research-questions-for-the-hl-ia.html" title="35 sample research questions for the HL IA">35 sample research questions for the HL IA</a></li><li class="" style="padding-left: 42px"><i class="expander fa fa-caret-right "></i><a class="" href="../22200/hl-ia-student-checklist.html" title="HL IA - Student Checklist">HL IA - Student Checklist</a></li><li class="" style="padding-left: 42px"><i class="expander fa fa-caret-right "></i><a class="" href="../33508/ia-hl-poster.html" title="IA HL Poster">IA HL Poster</a></li></ul><li class=" parent" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="std-disabled" href="#" title="SL IA">SL IA</a></li><ul class="level-3 "><li class="" style="padding-left: 42px"><i class="expander fa fa-caret-right "></i><a class="" href="../22146/sl-ia-20-sample-titles.html" title="SL IA - 20 Sample Titles">SL IA - 20 Sample Titles</a></li><li class="" style="padding-left: 42px"><i class="expander fa fa-caret-right "></i><a class="" href="../38181/faq-about-the-sl-ia.html" title="FAQ about the SL IA">FAQ about the SL IA</a></li></ul></ul><li class=" parent" style="padding-left: 14px"><i class="expander fa fa-caret-right "></i><a class="" href="../22114/exams.html" title="Exams">Exams</a></li><ul class="level-2 "><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../22115/command-terms.html" title="Command Terms">Command Terms</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../36599/glossary-of-key-terms.html" title="Glossary of key terms">Glossary of key terms</a></li><li class=" parent" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../38059/flashcards-revision.html" title="Flashcards - Revision">Flashcards - Revision</a></li><ul class="level-3 "><li class=" parent" style="padding-left: 42px"><i class="expander fa fa-caret-right "></i><a class="" href="../38060/flashcards-revision-unit-1.html" title="Flashcards - Revision (Unit 1)">Flashcards - Revision (Unit 1)</a></li><ul class="level-4 "><li class="" style="padding-left: 56px"><i class="expander fa fa-caret-right "></i><a class="" href="../38056/unit-11-revision-flashcards.html" title="Unit 1.1 Revision Flashcards">Unit 1.1 Revision Flashcards</a></li><li class="" style="padding-left: 56px"><i class="expander fa fa-caret-right "></i><a class="" href="../38061/unit-12-revision-flashcards.html" title="Unit 1.2 Revision Flashcards">Unit 1.2 Revision Flashcards</a></li><li class="" style="padding-left: 56px"><i class="expander fa fa-caret-right "></i><a class="" href="../38067/unit-13-revision-flashcards.html" title="Unit 1.3 Revision Flashcards">Unit 1.3 Revision Flashcards</a></li><li class="" style="padding-left: 56px"><i class="expander fa fa-caret-right "></i><a class="" href="../38092/unit-14-revision-flashcards.html" title="Unit 1.4 Revision Flashcards">Unit 1.4 Revision Flashcards</a></li><li class="" style="padding-left: 56px"><i class="expander fa fa-caret-right "></i><a class="" href="../38096/unit-15-revision-flashcards.html" title="Unit 1.5 Revision Flashcards">Unit 1.5 Revision Flashcards</a></li><li class="" style="padding-left: 56px"><i class="expander fa fa-caret-right "></i><a class="" href="../38102/unit-16-revision-flashcards.html" title="Unit 1.6 Revision Flashcards">Unit 1.6 Revision Flashcards</a></li><li class="" style="padding-left: 56px"><i class="expander fa fa-caret-right "></i><a class="" href="../38103/unit-17-revision-flashcards.html" title="Unit 1.7 Revision Flashcards">Unit 1.7 Revision Flashcards</a></li></ul><li class=" parent" style="padding-left: 42px"><i class="expander fa fa-caret-right "></i><a class="" href="../38114/flashcards-revision-unit-2.html" title="Flashcards - Revision (Unit 2)">Flashcards - Revision (Unit 2)</a></li><ul class="level-4 "><li class="" style="padding-left: 56px"><i class="expander fa fa-caret-right "></i><a class="" href="../38121/unit-21-revision-flashcards.html" title="Unit 2.1 Revision Flashcards">Unit 2.1 Revision Flashcards</a></li><li class="" style="padding-left: 56px"><i class="expander fa fa-caret-right "></i><a class="" href="../38125/unit-22-revision-flashcards.html" title="Unit 2.2 Revision Flashcards">Unit 2.2 Revision Flashcards</a></li><li class="" style="padding-left: 56px"><i class="expander fa fa-caret-right "></i><a class="" href="../38126/unit-23-revision-flashcards.html" title="Unit 2.3 Revision Flashcards">Unit 2.3 Revision Flashcards</a></li><li class="" style="padding-left: 56px"><i class="expander fa fa-caret-right "></i><a class="" href="../38144/unit-24-revision-flashcards.html" title="Unit 2.4 Revision Flashcards">Unit 2.4 Revision Flashcards</a></li><li class="" style="padding-left: 56px"><i class="expander fa fa-caret-right "></i><a class="" href="../38146/unit-25-revision-flashcards.html" title="Unit 2.5 Revision Flashcards">Unit 2.5 Revision Flashcards</a></li><li class="" style="padding-left: 56px"><i class="expander fa fa-caret-right "></i><a class="" href="../38147/unit-26-revision-flashcards-hl-only.html" title="Unit 2.6 Revision Flashcards (HL only)">Unit 2.6 Revision Flashcards (HL only)</a></li></ul><li class=" parent" style="padding-left: 42px"><i class="expander fa fa-caret-right "></i><a class="" href="../38149/flashcards-revision-unit-3.html" title="Flashcards - Revision (Unit 3)">Flashcards - Revision (Unit 3)</a></li><ul class="level-4 "><li class="" style="padding-left: 56px"><i class="expander fa fa-caret-right "></i><a class="" href="../38153/unit-31-revision-flashcards.html" title="Unit 3.1 Revision Flashcards">Unit 3.1 Revision Flashcards</a></li><li class="" style="padding-left: 56px"><i class="expander fa fa-caret-right "></i><a class="" href="../38154/unit-32-revision-flashcards.html" title="Unit 3.2 Revision Flashcards">Unit 3.2 Revision Flashcards</a></li><li class="" style="padding-left: 56px"><i class="expander fa fa-caret-right "></i><a class="" href="../38182/unit-33-revision-flashcards.html" title="Unit 3.3 Revision Flashcards">Unit 3.3 Revision Flashcards</a></li><li class="" style="padding-left: 56px"><i class="expander fa fa-caret-right "></i><a class="" href="../38183/unit-34-revision-flashcards.html" title="Unit 3.4 Revision Flashcards">Unit 3.4 Revision Flashcards</a></li><li class="" style="padding-left: 56px"><i class="expander fa fa-caret-right "></i><a class="" href="../38191/unit-35-revision-flashcards.html" title="Unit 3.5 Revision Flashcards">Unit 3.5 Revision Flashcards</a></li><li class="" style="padding-left: 56px"><i class="expander fa fa-caret-right "></i><a class="" href="../38192/unit-36-revision-flashcards-hl.html" title="Unit 3.6 Revision Flashcards (HL)">Unit 3.6 Revision Flashcards (HL)</a></li><li class="" style="padding-left: 56px"><i class="expander fa fa-caret-right "></i><a class="" href="../38193/unit-37-revision-flashcards.html" title="Unit 3.7 Revision Flashcards">Unit 3.7 Revision Flashcards</a></li><li class="" style="padding-left: 56px"><i class="expander fa fa-caret-right "></i><a class="" href="../38194/unit-38-revision-flashcards.html" title="Unit 3.8 Revision Flashcards">Unit 3.8 Revision Flashcards</a></li><li class="" style="padding-left: 56px"><i class="expander fa fa-caret-right "></i><a class="" href="../38195/unit-39-revision-flashcards.html" title="Unit 3.9 Revision Flashcards">Unit 3.9 Revision Flashcards</a></li></ul><li class=" parent" style="padding-left: 42px"><i class="expander fa fa-caret-right "></i><a class="" href="../38196/flashcards-revision-unit-4.html" title="Flashcards - Revision (Unit 4)">Flashcards - Revision (Unit 4)</a></li><ul class="level-4 "><li class="" style="padding-left: 56px"><i class="expander fa fa-caret-right "></i><a class="" href="../38198/unit-41-revision-flashcards.html" title="Unit 4.1 Revision Flashcards">Unit 4.1 Revision Flashcards</a></li><li class="" style="padding-left: 56px"><i class="expander fa fa-caret-right "></i><a class="" href="../38203/unit-42-revision-flashcards.html" title="Unit 4.2 Revision Flashcards">Unit 4.2 Revision Flashcards</a></li><li class="" style="padding-left: 56px"><i class="expander fa fa-caret-right "></i><a class="" href="../38217/unit-43-revision-flashcards.html" title="Unit 4.3 Revision Flashcards">Unit 4.3 Revision Flashcards</a></li><li class="" style="padding-left: 56px"><i class="expander fa fa-caret-right "></i><a class="" href="../38218/unit-44-revision-flashcards.html" title="Unit 4.4 Revision Flashcards">Unit 4.4 Revision Flashcards</a></li><li class="" style="padding-left: 56px"><i class="expander fa fa-caret-right "></i><a class="" href="../38219/unit-45a-product-revision-flashcards.html" title="Unit 4.5a Product Revision Flashcards">Unit 4.5a Product Revision Flashcards</a></li><li class="" style="padding-left: 56px"><i class="expander fa fa-caret-right "></i><a class="" href="../38220/unit-45b-price-revision-flashcards.html" title="Unit 4.5b Price Revision Flashcards">Unit 4.5b Price Revision Flashcards</a></li><li class="" style="padding-left: 56px"><i class="expander fa fa-caret-right "></i><a class="" href="../38221/unit-45c-promotion-revision-flashcards.html" title="Unit 4.5c Promotion Revision Flashcards">Unit 4.5c Promotion Revision Flashcards</a></li><li class="" style="padding-left: 56px"><i class="expander fa fa-caret-right "></i><a class="" href="../38222/unit-45d-promotion-revision-flashcards.html" title="Unit 4.5d Promotion Revision Flashcards">Unit 4.5d Promotion Revision Flashcards</a></li><li class="" style="padding-left: 56px"><i class="expander fa fa-caret-right "></i><a class="" href="../38223/unit-46-revision-flashcards-hl.html" title="Unit 4.6 Revision Flashcards (HL)">Unit 4.6 Revision Flashcards (HL)</a></li><li class="" style="padding-left: 56px"><i class="expander fa fa-caret-right "></i><a class="" href="../38224/unit-47-revision-flashcards-hl.html" title="Unit 4.7 Revision Flashcards (HL)">Unit 4.7 Revision Flashcards (HL)</a></li><li class="" style="padding-left: 56px"><i class="expander fa fa-caret-right "></i><a class="" href="../38225/unit-48-e-commerce-flashcards.html" title="Unit 4.8 E-commerce Flashcards">Unit 4.8 E-commerce Flashcards</a></li></ul><li class=" parent" style="padding-left: 42px"><i class="expander fa fa-caret-right "></i><a class="" href="../38232/flashcards-revision-unit-5.html" title="Flashcards - Revision (Unit 5)">Flashcards - Revision (Unit 5)</a></li><ul class="level-4 "><li class="" style="padding-left: 56px"><i class="expander fa fa-caret-right "></i><a class="" href="../38233/unit-51-revision-flashcards.html" title="Unit 5.1 Revision Flashcards">Unit 5.1 Revision Flashcards</a></li><li class="" style="padding-left: 56px"><i class="expander fa fa-caret-right "></i><a class="" href="../38234/unit-52-revision-flashcards.html" title="Unit 5.2 Revision Flashcards">Unit 5.2 Revision Flashcards</a></li><li class="" style="padding-left: 56px"><i class="expander fa fa-caret-right "></i><a class="" href="../38235/unit-53-revision-flashcards-hl.html" title="Unit 5.3 Revision Flashcards (HL)">Unit 5.3 Revision Flashcards (HL)</a></li><li class="" style="padding-left: 56px"><i class="expander fa fa-caret-right "></i><a class="" href="../38236/unit-54-revision-flashcards.html" title="Unit 5.4 Revision Flashcards">Unit 5.4 Revision Flashcards</a></li><li class="" style="padding-left: 56px"><i class="expander fa fa-caret-right "></i><a class="" href="../38237/unit-55-revision-flashcards-hl.html" title="Unit 5.5 Revision Flashcards (HL)">Unit 5.5 Revision Flashcards (HL)</a></li><li class="" style="padding-left: 56px"><i class="expander fa fa-caret-right "></i><a class="" href="../38238/unit-56-revision-flashcards-hl.html" title="Unit 5.6 Revision Flashcards (HL)">Unit 5.6 Revision Flashcards (HL)</a></li><li class="" style="padding-left: 56px"><i class="expander fa fa-caret-right "></i><a class="" href="../38239/unit-57-revision-flashcards-hl.html" title="Unit 5.7 Revision Flashcards (HL)">Unit 5.7 Revision Flashcards (HL)</a></li></ul></ul><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../33830/formulae-quiz.html" title="Formulae Quiz">Formulae Quiz</a></li><li class=" parent" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="std-disabled" href="#" title="Paper 1 Pre-release case study">Paper 1 Pre-release case study</a></li><ul class="level-3 "><li class="" style="padding-left: 42px"><i class="expander fa fa-caret-right "></i><a class="" href="../44969/n22-case-study-ele-plc.html" title="N22 Case Study (ELE PLC)">N22 Case Study (ELE PLC)</a></li><li class=" parent" style="padding-left: 42px"><i class="expander fa fa-caret-right "></i><a class="std-disabled" href="#" title="M22 (Peacewick Uni)">M22 (Peacewick Uni)</a></li><ul class="level-4 "><li class="" style="padding-left: 56px"><i class="expander fa fa-caret-right "></i><a class="" href="../44106/additional-exam-questions-paper-1.html" title="Additional exam questions (Paper 1)">Additional exam questions (Paper 1)</a></li></ul><li class="" style="padding-left: 42px"><i class="expander fa fa-caret-right "></i><a class="" href="../32840/may-2020-p-s-trawlers.html" title="May 2020 (P&S Trawlers)">May 2020 (P&S Trawlers)</a></li><li class=" parent" style="padding-left: 42px"><i class="expander fa fa-caret-right "></i><a class="std-disabled" href="#" title="M23 Paper 1">M23 Paper 1</a></li><ul class="level-4 "><li class="" style="padding-left: 56px"><i class="expander fa fa-caret-right "></i><a class="" href="../47825/paper-1-svt-study-guide-shirin-karimi.html" title="Paper 1 SVT Study Guide (Shirin Karimi)">Paper 1 SVT Study Guide (Shirin Karimi)</a></li></ul></ul><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../26095/exam-study-tips-resources.html" title="Exam & Study tips (resources)">Exam & Study tips (resources)</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../31342/revision-exams-top-tips.html" title="Revision & Exams - Top tips">Revision & Exams - Top tips</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../47460/top-tips-for-m23-exams.html" title="Top Tips for M23 Exams">Top Tips for M23 Exams</a></li></ul></ul><li class=" parent std-toplevel" style="padding-left: 4px"><i class="expander fa fa-caret-right "></i><a class="" href="../43522/unit-1-intro-to-bm.html" title="Unit 1 - Intro to BM">Unit 1 - Intro to BM</a></li><ul class="level-1 "><li class=" parent" style="padding-left: 14px"><i class="expander fa fa-caret-right "></i><a class="" href="../44034/11-what-is-a-business.html" title="1.1 What is a business?">1.1 What is a business?</a></li><ul class="level-2 "><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../../task/399695.html" title="The nature of business">The nature of business</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../../task/399694.html" title="Primary, secondary, tertiary, & quaternary sectors">Primary, secondary, tertiary, & quaternary sectors</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../../task/399693.html" title="Entrepreneurship">Entrepreneurship</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../../task/399692.html" title="Challenges & opportunities for starting a business">Challenges & opportunities for starting a business</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../../task/399691.html" title="1.1 True or False Quiz">1.1 True or False Quiz</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../../task/399690.html" title="1.1 Revision Flashcards">1.1 Revision Flashcards</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../../task/399689.html" title="1.1 Glossary of key terms">1.1 Glossary of key terms</a></li></ul><li class=" parent" style="padding-left: 14px"><i class="expander fa fa-caret-right "></i><a class="" href="../../task/399681.html" title="1.2 Types of business entities">1.2 Types of business entities</a></li><ul class="level-2 "><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../../task/399688.html" title="Public & private sectors">Public & private sectors</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../../task/399687.html" title="Types of for-profit organizations">Types of for-profit organizations</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../../task/399686.html" title="For-profit social enterprises">For-profit social enterprises</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../../task/399685.html" title="Non-profit social enterprises">Non-profit social enterprises</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../../task/399684.html" title="True or False quiz">True or False quiz</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../../task/399683.html" title="1.2 Revision Flashcards">1.2 Revision Flashcards</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../../task/399682.html" title="1.2 Glossary of key terms">1.2 Glossary of key terms</a></li></ul><li class=" parent" style="padding-left: 14px"><i class="expander fa fa-caret-right "></i><a class="" href="../44041/13-business-objectives.html" title="1.3 Business objectives">1.3 Business objectives</a></li><ul class="level-2 "><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../../task/399679.html" title="Vision and mission statements">Vision and mission statements</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../../task/399680.html" title="Common business objectives">Common business objectives</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../../task/399678.html" title="Strategic & tactical objectives">Strategic & tactical objectives</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../../task/399677.html" title="Corporate social responsibility">Corporate social responsibility</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../../task/399676.html" title="1.3 Revision Flashcards">1.3 Revision Flashcards</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../../task/399674.html" title="True or False quiz">True or False quiz</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../../task/399675.html" title="1.3 Glossary of Key terms">1.3 Glossary of Key terms</a></li></ul><li class=" parent" style="padding-left: 14px"><i class="expander fa fa-caret-right "></i><a class="" href="../44044/14-stakeholders.html" title="1.4 Stakeholders">1.4 Stakeholders</a></li><ul class="level-2 "><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../../task/399673.html" title="The interests of stakeholders">The interests of stakeholders</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../../task/399672.html" title="Conflict between stakeholders">Conflict between stakeholders</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../../task/399670.html" title="Unit 1.4 Revision Flashcards">Unit 1.4 Revision Flashcards</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../../task/399669.html" title="1.4 True or False">1.4 True or False</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../../task/399671.html" title="1.4 Glossary of Key terms">1.4 Glossary of Key terms</a></li></ul><li class=" parent" style="padding-left: 14px"><i class="expander fa fa-caret-right "></i><a class="" href="../44045/15-growth-and-evolution.html" title="1.5 Growth and evolution">1.5 Growth and evolution</a></li><ul class="level-2 "><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44212/economies-diseconomies-of-scale-1.html" title="Economies & diseconomies of scale">Economies & diseconomies of scale</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44214/internal-and-external-growth-1.html" title="Internal and external growth">Internal and external growth</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44220/external-growth-methods-1.html" title="External growth methods">External growth methods</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44219/reasons-to-grow-or-stay-small-1.html" title="Reasons to grow or stay small">Reasons to grow or stay small</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../45586/unit-15revision-flashcards-1.html" title="Unit 1.5 Revision Flashcards">Unit 1.5 Revision Flashcards</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../45450/true-or-false-quiz-1.html" title="True or False quiz">True or False quiz</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../43673/15-glossary-of-key-terms-1.html" title="1.5 Glossary of key terms">1.5 Glossary of key terms</a></li></ul><li class=" parent" style="padding-left: 14px"><i class="expander fa fa-caret-right "></i><a class="" href="../44046/16-multinational-companies.html" title="1.6 Multinational companies">1.6 Multinational companies</a></li><ul class="level-2 "><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44236/the-impact-of-mncs-on-host-countries-ao3-1.html" title="The impact of MNCs on host countries (AO3)">The impact of MNCs on host countries (AO3)</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44240/video-documentaries-mncs-1.html" title="Video documentaries - MNCs">Video documentaries - MNCs</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../45587/16-glossary-of-key-terms-1.html" title="1.6 Glossary of key terms">1.6 Glossary of key terms</a></li></ul></ul><li class=" parent std-toplevel" style="padding-left: 4px"><i class="expander fa fa-caret-right "></i><a class="" href="../43530/unit-2-hrm.html" title="Unit 2 - HRM">Unit 2 - HRM</a></li><ul class="level-1 "><li class=" parent" style="padding-left: 14px"><i class="expander fa fa-caret-right "></i><a class="" href="../44253/21-introduction-to-hrm.html" title="2.1 Introduction to HRM">2.1 Introduction to HRM</a></li><ul class="level-2 "><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44256/role-of-hrm.html" title="Role of HRM">Role of HRM</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44257/factors-that-influence-hr-planning.html" title="Factors that influence HR planning">Factors that influence HR planning</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44282/reasons-for-resistance-to-change.html" title="Reasons for resistance to change">Reasons for resistance to change</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44283/hr-strategies-for-reducing-the-impact-of-change-resistance-to-ch.html" title="HR strategies for reducing the impact of change & resistance to change">HR strategies for reducing the impact of change & resistance to change</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../45458/21-true-or-false-quiz.html" title="2.1 True or False quiz">2.1 True or False quiz</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../43677/21-glossary-of-key-terms.html" title="2.1 Glossary of key terms">2.1 Glossary of key terms</a></li></ul><li class=" parent" style="padding-left: 14px"><i class="expander fa fa-caret-right "></i><a class="" href="../43875/22-organizational-structure.html" title="2.2 Organizational structure">2.2 Organizational structure</a></li><ul class="level-2 "><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44296/terminology-for-understanding-organizational-structures-1.html" title="Terminology for understanding organizational structures">Terminology for understanding organizational structures</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44310/types-of-organization-charts-1.html" title="Types of organization charts">Types of organization charts</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44323/appropriateness-of-organizational-structures-and-external-factor-1.html" title="Appropriateness of organizational structures and external factors">Appropriateness of organizational structures and external factors</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44316/changes-in-organizational-structures-hl-1.html" title="Changes in organizational structures (HL)">Changes in organizational structures (HL)</a></li></ul><li class=" parent" style="padding-left: 14px"><i class="expander fa fa-caret-right "></i><a class="" href="../44338/23-leadership-and-management.html" title="2.3 Leadership and management">2.3 Leadership and management</a></li><ul class="level-2 "><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44343/scientific-intuitive-management-hl-1.html" title="Scientific & intuitive management (HL)">Scientific & intuitive management (HL)</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44339/management-and-leadership-1.html" title="Management and leadership">Management and leadership</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44340/leadership-styles-1.html" title="Leadership styles">Leadership styles</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../45462/23-true-or-false-quiz.html" title="2.3 True or False Quiz">2.3 True or False Quiz</a></li></ul><li class=" parent" style="padding-left: 14px"><i class="expander fa fa-caret-right "></i><a class="" href="../43829/24-motivation-and-demotivation.html" title="2.4 Motivation and demotivation">2.4 Motivation and demotivation</a></li><ul class="level-2 "><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44349/motivation-theories-sl-hl-1.html" title="Motivation theories (SL & HL)">Motivation theories (SL & HL)</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44353/motivation-theories-hl-1.html" title="Motivation theories (HL)">Motivation theories (HL)</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44354/labour-turnover-hl-1.html" title="Labour turnover (HL)">Labour turnover (HL)</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44361/types-of-appraisal-hl-1.html" title="Types of appraisal (HL)">Types of appraisal (HL)</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44383/methods-of-recruitment-hl-1.html" title="Methods of recruitment (HL)">Methods of recruitment (HL)</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44382/internal-external-recruitment-hl-1.html" title="Internal & external recruitment (HL)">Internal & external recruitment (HL)</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44363/types-of-financial-rewards-1.html" title="Types of financial rewards">Types of financial rewards</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44370/types-of-non-financial-rewards-1.html" title="Types of non-financial rewards">Types of non-financial rewards</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44371/types-of-training.html" title="Types of training">Types of training</a></li></ul><li class=" parent" style="padding-left: 14px"><i class="expander fa fa-caret-right "></i><a class="" href="../44390/25-organizational-corporate-culture-hl.html" title="2.5 Organizational (corporate) culture (HL)">2.5 Organizational (corporate) culture (HL)</a></li><ul class="level-2 "><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44392/organizational-culture-hl-1.html" title="Organizational culture (HL)">Organizational culture (HL)</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44393/types-of-organizational-culture-hl-1.html" title="Types of organizational culture (HL)">Types of organizational culture (HL)</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44394/cultural-clashes-hl-1.html" title="Cultural clashes (HL)">Cultural clashes (HL)</a></li></ul><li class="" style="padding-left: 14px"><i class="expander fa fa-caret-right "></i><a class="" href="../44247/26-communication.html" title="2.6 Communication">2.6 Communication</a></li></ul><li class=" parent std-toplevel" style="padding-left: 4px"><i class="expander fa fa-caret-right "></i><a class="" href="../43545/unit-3-finance.html" title="Unit 3 - Finance">Unit 3 - Finance</a></li><ul class="level-1 "><li class=" parent" style="padding-left: 14px"><i class="expander fa fa-caret-right "></i><a class="" href="../44435/31-introduction-to-finance.html" title="3.1 Introduction to finance">3.1 Introduction to finance</a></li><ul class="level-2 "><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44431/31-introduction-to-finance-role-of-finance.html" title="3.1 Introduction to finance - role of finance">3.1 Introduction to finance - role of finance</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../45634/31-glossary-of-key-term.html" title="3.1 Glossary of key term">3.1 Glossary of key term</a></li></ul><li class=" parent" style="padding-left: 14px"><i class="expander fa fa-caret-right "></i><a class="" href="../44436/32-sources-of-finance.html" title="3.2 Sources of finance">3.2 Sources of finance</a></li><ul class="level-2 "><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44437/internal-sources-of-finance.html" title="Internal sources of finance">Internal sources of finance</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44450/external-sources-of-finance.html" title="External sources of finance">External sources of finance</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44479/appropriateness-of-sources-of-finance.html" title="Appropriateness of sources of finance">Appropriateness of sources of finance</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../45483/32-true-or-false-quiz.html" title="3.2 True or False Quiz">3.2 True or False Quiz</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../43688/32-glossary-of-key-terms.html" title="3.2 Glossary of key terms">3.2 Glossary of key terms</a></li></ul><li class=" parent" style="padding-left: 14px"><i class="expander fa fa-caret-right "></i><a class="" href="../44486/33-costs-and-revenues.html" title="3.3 Costs and revenues">3.3 Costs and revenues</a></li><ul class="level-2 "><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44487/types-of-costs-1.html" title="Types of costs">Types of costs</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44491/total-revenue-revenue-streams-1.html" title="Total revenue & revenue streams">Total revenue & revenue streams</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../45484/33-true-or-false-quiz-1.html" title="3.3 True or false quiz">3.3 True or false quiz</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../45657/33-glossary-of-key-terms-1.html" title="3.3 Glossary of key terms">3.3 Glossary of key terms</a></li></ul><li class=" parent" style="padding-left: 14px"><i class="expander fa fa-caret-right "></i><a class="" href="../44492/34-final-accounts.html" title="3.4 Final accounts">3.4 Final accounts</a></li><ul class="level-2 "><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44527/the-purpose-of-accounts-to-different-stakeholders-1.html" title="The purpose of accounts to different stakeholders">The purpose of accounts to different stakeholders</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44577/profit-loss-account-2.html" title="Profit & loss account">Profit & loss account</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44579/balance-sheets-1.html" title="Balance sheets">Balance sheets</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44560/types-of-intangible-assets-1.html" title="Types of intangible assets">Types of intangible assets</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44585/depreciation-hl-1.html" title="Depreciation (HL)">Depreciation (HL)</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../45919/34-true-or-false-quiz-1.html" title="3.4 True or False Quiz">3.4 True or False Quiz</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../45658/34-glossary-of-key-terms-1.html" title="3.4 Glossary of key terms">3.4 Glossary of key terms</a></li></ul><li class=" parent" style="padding-left: 14px"><i class="expander fa fa-caret-right "></i><a class="" href="../44593/35-profitability-liquidity-ratio-analysis.html" title="3.5 Profitability & liquidity ratio analysis">3.5 Profitability & liquidity ratio analysis</a></li><ul class="level-2 "><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44595/profitability-ratios.html" title="Profitability ratios">Profitability ratios</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44626/liquidity-ratios-1.html" title="Liquidity ratios">Liquidity ratios</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../45486/35-true-or-false-quiz-1.html" title="3.5 True or False Quiz">3.5 True or False Quiz</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../45661/35-glossary-of-key-terms-1.html" title="3.5 Glossary of key terms">3.5 Glossary of key terms</a></li></ul><li class=" parent" style="padding-left: 14px"><i class="expander fa fa-caret-right "></i><a class="" href="../44627/36-efficiency-ratio-analysis-hl-only.html" title="3.6 Efficiency ratio analysis (HL only)">3.6 Efficiency ratio analysis (HL only)</a></li><ul class="level-2 "><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44805/efficiency-ratios-hl-1.html" title="Efficiency ratios (HL)">Efficiency ratios (HL)</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44633/insolvency-versus-bankruptcy-1.html" title="Insolvency versus bankruptcy">Insolvency versus bankruptcy</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../45488/36-true-or-false-quiz-1.html" title="3.6 True or False Quiz">3.6 True or False Quiz</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../45662/36-glossary-of-key-terms-1.html" title="3.6 Glossary of key terms">3.6 Glossary of key terms</a></li></ul><li class=" parent" style="padding-left: 14px"><i class="expander fa fa-caret-right "></i><a class="" href="../44493/37-cash-flow.html" title="3.7 Cash flow">3.7 Cash flow</a></li><ul class="level-2 "><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44502/the-difference-between-profit-cash-flow-1.html" title="The difference between profit & cash flow">The difference between profit & cash flow</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44506/working-capital-1.html" title="Working capital">Working capital</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44557/liquidity-position-1.html" title="Liquidity position">Liquidity position</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44558/cash-flow-forecasts-1.html" title="Cash flow forecasts">Cash flow forecasts</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44507/relationship-between-investment-profit-cash-flow-1.html" title="Relationship between investment, profit & cash flow">Relationship between investment, profit & cash flow</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44509/strategies-for-dealing-with-cash-flow-problems-1.html" title="Strategies for dealing with cash flow problems">Strategies for dealing with cash flow problems</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../45493/37-true-or-false-1.html" title="3.7 True or False">3.7 True or False</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../43687/37-glossary-of-key-terms-1.html" title="3.7 Glossary of key terms">3.7 Glossary of key terms</a></li></ul><li class=" parent" style="padding-left: 14px"><i class="expander fa fa-caret-right "></i><a class="" href="../44515/38-investment-appraisal.html" title="3.8 Investment appraisal">3.8 Investment appraisal</a></li><ul class="level-2 "><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44516/payback-period-average-rate-of-return-1.html" title="Payback period & Average rate of return">Payback period & Average rate of return</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44519/net-present-value-npv-hl.html" title="Net present value (NPV) (HL)">Net present value (NPV) (HL)</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../45494/38-true-or-false-quiz-1.html" title="3.8 True or False Quiz">3.8 True or False Quiz</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../43693/38-glossary-of-key-terms-1.html" title="3.8 Glossary of key terms">3.8 Glossary of key terms</a></li></ul><li class=" parent" style="padding-left: 14px"><i class="expander fa fa-caret-right "></i><a class="" href="../44564/39-budgets-hl.html" title="3.9 Budgets (HL)">3.9 Budgets (HL)</a></li><ul class="level-2 "><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44565/the-difference-between-cost-profit-centres-1.html" title="The difference between cost & profit centres">The difference between cost & profit centres</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44568/the-roles-of-cost-profit-centres-1.html" title="The roles of cost & profit centres">The roles of cost & profit centres</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44576/constructing-budgets-1.html" title="Constructing budgets">Constructing budgets</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44569/variances-1.html" title="Variances">Variances</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44571/the-importance-of-budgets-variances-1.html" title="The importance of budgets & variances">The importance of budgets & variances</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../45495/39-true-or-false-quiz-1.html" title="3.9 True or False Quiz">3.9 True or False Quiz</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../43694/39-glossary-of-key-terms.html" title="3.9 Glossary of key terms">3.9 Glossary of key terms</a></li></ul></ul><li class=" parent std-toplevel" style="padding-left: 4px"><i class="expander fa fa-caret-right "></i><a class="" href="../43547/unit-4-marketing.html" title="Unit 4 - Marketing">Unit 4 - Marketing</a></li><ul class="level-1 "><li class=" parent" style="padding-left: 14px"><i class="expander fa fa-caret-right "></i><a class="" href="../44637/41-introduction-to-marketing.html" title="4.1 Introduction to marketing">4.1 Introduction to marketing</a></li><ul class="level-2 "><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44638/market-orientation-vs-product-orientation-1.html" title="Market orientation vs Product orientation">Market orientation vs Product orientation</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44639/market-share-1.html" title="Market share">Market share</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44641/market-growth-1.html" title="Market growth">Market growth</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44642/importance-of-market-share-market-leadership-hl-1.html" title="Importance of market share & market leadership (HL)">Importance of market share & market leadership (HL)</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../43695/41-glossary-of-key-terms-1.html" title="4.1 Glossary of key terms">4.1 Glossary of key terms</a></li></ul><li class=" parent" style="padding-left: 14px"><i class="expander fa fa-caret-right "></i><a class="" href="../43823/42-marketing-planning.html" title="4.2 Marketing planning">4.2 Marketing planning</a></li><ul class="level-2 "><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44645/the-role-of-marketing-planning-1.html" title="The role of marketing planning">The role of marketing planning</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44654/segmentation-targeting-and-positioning-1.html" title="Segmentation, targeting, and positioning">Segmentation, targeting, and positioning</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44646/difference-between-niche-mass-market-1.html" title="Difference between niche & mass market">Difference between niche & mass market</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../43821/the-importance-of-having-a-usp-1.html" title="The importance of having a USP">The importance of having a USP</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44655/how-organizations-differentiate-themselves-1.html" title="How organizations differentiate themselves">How organizations differentiate themselves</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../43834/42-vocab-quiz-1.html" title="4.2 Vocab Quiz">4.2 Vocab Quiz</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../45528/42-true-or-false-quiz-1.html" title="4.2 True or False Quiz">4.2 True or False Quiz</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../43696/42-glossary-of-key-terms-1.html" title="4.2 Glossary of key terms">4.2 Glossary of key terms</a></li></ul><li class=" parent" style="padding-left: 14px"><i class="expander fa fa-caret-right "></i><a class="" href="../44660/43-sales-forecasting-hl.html" title="4.3 Sales forecasting (HL)">4.3 Sales forecasting (HL)</a></li><ul class="level-2 "><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44669/benefits-limitations-of-sales-forecasting.html" title="Benefits & limitations of sales forecasting">Benefits & limitations of sales forecasting</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../45530/43-true-or-false-quiz-1.html" title="4.3 True or False Quiz">4.3 True or False Quiz</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../43711/43-glossary-of-key-terms-1.html" title="4.3 Glossary of key terms">4.3 Glossary of key terms</a></li></ul><li class=" parent" style="padding-left: 14px"><i class="expander fa fa-caret-right "></i><a class="" href="../44679/44-market-research.html" title="4.4 Market research">4.4 Market research</a></li><ul class="level-2 "><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44680/why-how-organizations-carry-out-market-research.html" title="Why & how organizations carry out market research">Why & how organizations carry out market research</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44692/methodstechniques-of-primary-market-research-1.html" title="Methods/techniques of primary market research">Methods/techniques of primary market research</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44693/methodstechniques-of-secondary-market-research-1.html" title="Methods/techniques of secondary market research">Methods/techniques of secondary market research</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44694/qualitative-quantitative-research-1.html" title="Qualitative & quantitative research">Qualitative & quantitative research</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44695/methods-of-sampling-1.html" title="Methods of sampling">Methods of sampling</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../45531/44-true-or-false-quiz-1.html" title="4.4 True or False Quiz">4.4 True or False Quiz</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../43712/44-glossary-of-key-terms-1.html" title="4.4 Glossary of key terms">4.4 Glossary of key terms</a></li></ul><li class=" parent" style="padding-left: 14px"><i class="expander fa fa-caret-right "></i><a class="" href="../44720/45-the-seven-ps-of-the-marketing-mix.html" title="4.5 The seven Ps of the marketing mix">4.5 The seven Ps of the marketing mix</a></li><ul class="level-2 "><li class=" parent" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44740/451-product.html" title="4.5.1 Product">4.5.1 Product</a></li><ul class="level-3 "><li class="" style="padding-left: 42px"><i class="expander fa fa-caret-right "></i><a class="" href="../44741/the-product-life-cycle-1.html" title="The product life cycle">The product life cycle</a></li><li class="" style="padding-left: 42px"><i class="expander fa fa-caret-right "></i><a class="" href="../44745/extension-strategies-1.html" title="Extension strategies">Extension strategies</a></li><li class="" style="padding-left: 42px"><i class="expander fa fa-caret-right "></i><a class="" href="../44981/relationship-between-the-plc-investment-profit-cash-flow-1.html" title="Relationship between the PLC, investment, profit & cash flow">Relationship between the PLC, investment, profit & cash flow</a></li><li class="" style="padding-left: 42px"><i class="expander fa fa-caret-right "></i><a class="" href="../44748/aspects-of-branding.html" title="Aspects of branding">Aspects of branding</a></li><li class="" style="padding-left: 42px"><i class="expander fa fa-caret-right "></i><a class="" href="../44757/the-importance-of-branding-1.html" title="The importance of branding">The importance of branding</a></li><li class="" style="padding-left: 42px"><i class="expander fa fa-caret-right "></i><a class="" href="../45766/starterplenary-activity-anagrams-quiz-brands-1.html" title="Starter/Plenary activity - Anagrams Quiz (Brands)">Starter/Plenary activity - Anagrams Quiz (Brands)</a></li><li class="" style="padding-left: 42px"><i class="expander fa fa-caret-right "></i><a class="" href="../45957/starterplenary-activity-whats-in-a-brand-name-1.html" title="Starter/Plenary activity - What's in a (brand) name?">Starter/Plenary activity - What's in a (brand) name?</a></li><li class="" style="padding-left: 42px"><i class="expander fa fa-caret-right "></i><a class="" href="../43713/45-glossary-of-key-terms-product-1.html" title="4.5 Glossary of key terms (Product)">4.5 Glossary of key terms (Product)</a></li></ul><li class=" parent" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../42547/452-price-1.html" title="4.5.2 Price">4.5.2 Price</a></li><ul class="level-3 "><li class="" style="padding-left: 42px"><i class="expander fa fa-caret-right "></i><a class="" href="../43719/45-key-terms-price-1.html" title="4.5 Key Terms (Price)">4.5 Key Terms (Price)</a></li></ul><li class=" parent" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44782/453-promotion.html" title="4.5.3 Promotion">4.5.3 Promotion</a></li><ul class="level-3 "><li class="" style="padding-left: 42px"><i class="expander fa fa-caret-right "></i><a class="" href="../44783/above-the-line-promotion-1.html" title="Above the line promotion">Above the line promotion</a></li><li class="" style="padding-left: 42px"><i class="expander fa fa-caret-right "></i><a class="" href="../44795/below-the-line-promotion-1.html" title="Below the line promotion">Below the line promotion</a></li><li class="" style="padding-left: 42px"><i class="expander fa fa-caret-right "></i><a class="" href="../44797/through-the-line-promotion-1.html" title="Through the line promotion">Through the line promotion</a></li><li class="" style="padding-left: 42px"><i class="expander fa fa-caret-right "></i><a class="" href="../44801/social-media-marketing-1.html" title="Social media marketing">Social media marketing</a></li><li class="" style="padding-left: 42px"><i class="expander fa fa-caret-right "></i><a class="" href="../43721/45-glossary-of-key-terms-1.html" title="4.5 Glossary of key terms">4.5 Glossary of key terms</a></li></ul><li class=" parent" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44803/454-place-1.html" title="4.5.4 Place">4.5.4 Place</a></li><ul class="level-3 "><li class="" style="padding-left: 42px"><i class="expander fa fa-caret-right "></i><a class="" href="../44804/the-importance-of-different-distribution-channels-1.html" title="The importance of different distribution channels">The importance of different distribution channels</a></li><li class="" style="padding-left: 42px"><i class="expander fa fa-caret-right "></i><a class="" href="../43722/45-glossary-of-key-terms-1.html" title="4.5 Glossary of key terms">4.5 Glossary of key terms</a></li></ul><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44758/455-people-1.html" title="4.5.5 People">4.5.5 People</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44773/456-processes-1.html" title="4.5.6 Processes">4.5.6 Processes</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44774/457-physical-evidence-1.html" title="4.5.7 Physical evidence">4.5.7 Physical evidence</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44982/appropriate-marketing-mixes-1.html" title="Appropriate marketing mixes">Appropriate marketing mixes</a></li></ul><li class=" parent" style="padding-left: 14px"><i class="expander fa fa-caret-right "></i><a class="" href="../44697/46-international-marketing-hl.html" title="4.6 International marketing (HL)">4.6 International marketing (HL)</a></li><ul class="level-2 "><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44698/opportunities-threats-posed-by-entry-into-international-markets-1.html" title="Opportunities & threats posed by entry into international markets">Opportunities & threats posed by entry into international markets</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../45537/46-true-or-false-quiz-1.html" title="4.6 True or False Quiz">4.6 True or False Quiz</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../45736/46-glossary-of-key-terms-1.html" title="4.6 Glossary of key terms">4.6 Glossary of key terms</a></li></ul></ul><li class="ancestor parent std-toplevel" style="padding-left: 4px"><i class="expander fa fa-caret-right fa-rotate-90"></i><a class="" href="../43565/unit-5-operations-mgt.html" title="Unit 5 - Operations Mgt">Unit 5 - Operations Mgt</a></li><ul class="level-1 expanded"><li class=" parent" style="padding-left: 14px"><i class="expander fa fa-caret-right "></i><a class="" href="../44817/51-introduction-to-operations-management.html" title="5.1 Introduction to operations management">5.1 Introduction to operations management</a></li><ul class="level-2 "><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44818/the-role-of-operations-management-1.html" title="The role of operations management">The role of operations management</a></li></ul><li class=" parent" style="padding-left: 14px"><i class="expander fa fa-caret-right "></i><a class="" href="../44812/52-operations-methods.html" title="5.2 Operations methods">5.2 Operations methods</a></li><ul class="level-2 "><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44815/operations-methods-1.html" title="Operations methods">Operations methods</a></li></ul><li class=" parent" style="padding-left: 14px"><i class="expander fa fa-caret-right "></i><a class="" href="../44861/53-lean-production-quality-management-hl.html" title="5.3 Lean production & quality management (HL)">5.3 Lean production & quality management (HL)</a></li><ul class="level-2 "><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44864/features-of-lean-production.html" title="Features of lean production">Features of lean production</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44872/methods-of-lean-production.html" title="Methods of lean production">Methods of lean production</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44874/cradle-to-cradle-design-manufacturing.html" title="Cradle to cradle design & manufacturing">Cradle to cradle design & manufacturing</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44875/quality-control-quality-assurance.html" title="Quality control & quality assurance">Quality control & quality assurance</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44876/methods-of-managing-quality.html" title="Methods of managing quality">Methods of managing quality</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44877/the-impact-of-lean-production-tqm.html" title="The impact of lean production & TQM">The impact of lean production & TQM</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44878/national-international-quality-standards.html" title="National & international quality standards">National & international quality standards</a></li></ul><li class=" parent" style="padding-left: 14px"><i class="expander fa fa-caret-right "></i><a class="" href="../44840/55-break-even-analysis.html" title="5.5 Break-even analysis">5.5 Break-even analysis</a></li><ul class="level-2 "><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44843/contribution.html" title="Contribution">Contribution</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44848/aspects-of-break-even-analysis.html" title="Aspects of break-even analysis">Aspects of break-even analysis</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44851/changes-in-price-and-costs.html" title="Changes in price and costs">Changes in price and costs</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44852/limitations-of-break-even-analysis.html" title="Limitations of break-even analysis">Limitations of break-even analysis</a></li></ul><li class=" parent" style="padding-left: 14px"><i class="expander fa fa-caret-right "></i><a class="" href="../44890/56-production-planning-hl.html" title="5.6 Production planning (HL)">5.6 Production planning (HL)</a></li><ul class="level-2 "><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44902/the-local-global-supply-chain-process.html" title="The local & global supply chain process">The local & global supply chain process</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44922/the-difference-between-jit-jic.html" title="The difference between JIT & JIC">The difference between JIT & JIC</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44931/stock-control-charts.html" title="Stock control charts">Stock control charts</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44970/capacity-utilization-rate.html" title="Capacity utilization rate">Capacity utilization rate</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../45125/defect-rate.html" title="Defect rate">Defect rate</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../43832/productivity.html" title="Productivity">Productivity</a></li><li class=" parent" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../45187/cost-to-buy-cost-to-make.html" title="Cost to buy & Cost to make">Cost to buy & Cost to make</a></li><ul class="level-3 "><li class="" style="padding-left: 42px"><i class="expander fa fa-caret-right "></i><a class="" href="../46353/sinterklaas-putting-ctb-vs-ctm-into-practice.html" title="Sinterklaas - Putting CTB vs CTM into practice">Sinterklaas - Putting CTB vs CTM into practice</a></li></ul></ul><li class=" parent" style="padding-left: 14px"><i class="expander fa fa-caret-right "></i><a class="" href="../45242/57-crisis-management-contingency-planning-hl.html" title="5.7 Crisis management & contingency planning (HL)">5.7 Crisis management & contingency planning (HL)</a></li><ul class="level-2 "><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../45243/difference-between-crisis-management-contingency-planning.html" title="Difference between crisis management & contingency planning">Difference between crisis management & contingency planning</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../45268/impact-of-contingency-planning.html" title="Impact of contingency planning">Impact of contingency planning</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../45260/factors-that-affect-effective-crisis-management.html" title="Factors that affect effective crisis management">Factors that affect effective crisis management</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../45554/57-true-or-false-quiz.html" title="5.7 True or False Quiz">5.7 True or False Quiz</a></li></ul><li class="ancestor parent" style="padding-left: 14px"><i class="expander fa fa-caret-right fa-rotate-90"></i><a class="" href="../45669/59-management-information-systems-hl.html" title="5.9 Management Information Systems (HL)">5.9 Management Information Systems (HL)</a></li><ul class="level-2 expanded"><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../42633/data-analytics.html" title="Data analytics">Data analytics</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../45861/database.html" title="Database">Database</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../44966/cybersecurity-and-cybercrime.html" title="Cybersecurity and cybercrime">Cybersecurity and cybercrime</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../45859/critical-infrastructures.html" title="Critical infrastructures">Critical infrastructures</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../46175/virtual-reality.html" title="Virtual reality">Virtual reality</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../45862/the-internet-of-things.html" title="The internet of things">The internet of things</a></li><li class="current" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="artificial-intelligence.html" title="Artificial intelligence">Artificial intelligence</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../42634/big-data.html" title="Big data">Big data</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../43392/customer-loyalty-programmes.html" title="Customer loyalty programmes">Customer loyalty programmes</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../43395/digital-taylorism.html" title="Digital Taylorism">Digital Taylorism</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../45671/data-mining.html" title="Data mining">Data mining</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../45856/benefits-risks-ethical-implications-of-mis.html" title="Benefits, risks, & ethical implications of MIS">Benefits, risks, & ethical implications of MIS</a></li></ul></ul><li class=" parent std-toplevel" style="padding-left: 4px"><i class="expander fa fa-caret-right "></i><a class="" href="../42640/bmt-.html" title="BMT ">BMT </a></li><ul class="level-1 "><li class="" style="padding-left: 14px"><i class="expander fa fa-caret-right "></i><a class="" href="../../task/399696.html" title="BMT 1 - SWOT analysis">BMT 1 - SWOT analysis</a></li><li class="" style="padding-left: 14px"><i class="expander fa fa-caret-right "></i><a class="" href="../../task/399697.html" title="BMT 2 - Ansoff matrix">BMT 2 - Ansoff matrix</a></li><li class="" style="padding-left: 14px"><i class="expander fa fa-caret-right "></i><a class="" href="../44027/bmt-3-steeple-analysis.html" title="BMT 3 - STEEPLE analysis">BMT 3 - STEEPLE analysis</a></li><li class="" style="padding-left: 14px"><i class="expander fa fa-caret-right "></i><a class="" href="../42577/bmt-4-boston-consulting-group-matrix.html" title="BMT 4 - Boston Consulting Group matrix">BMT 4 - Boston Consulting Group matrix</a></li><li class="" style="padding-left: 14px"><i class="expander fa fa-caret-right "></i><a class="" href="../42956/bmt-5-business-plans.html" title="BMT 5 - Business plans">BMT 5 - Business plans</a></li><li class="" style="padding-left: 14px"><i class="expander fa fa-caret-right "></i><a class="" href="../43606/bmt-6-decision-trees.html" title="BMT 6 - Decision trees">BMT 6 - Decision trees</a></li><li class="" style="padding-left: 14px"><i class="expander fa fa-caret-right "></i><a class="" href="../42362/bmt-7-descriptive-statistics.html" title="BMT 7 - Descriptive statistics">BMT 7 - Descriptive statistics</a></li><li class="" style="padding-left: 14px"><i class="expander fa fa-caret-right "></i><a class="" href="../42226/bmt-8-circular-business-models.html" title="BMT 8 - Circular Business Models">BMT 8 - Circular Business Models</a></li><li class="" style="padding-left: 14px"><i class="expander fa fa-caret-right "></i><a class="" href="../43605/bmt-9-gantt-chart-hl-only.html" title="BMT 9 - Gantt chart (HL only)">BMT 9 - Gantt chart (HL only)</a></li><li class="" style="padding-left: 14px"><i class="expander fa fa-caret-right "></i><a class="" href="../42214/bmt-10-porters-generic-strategies-hl-only.html" title="BMT 10 - Porter's generic strategies (HL only)">BMT 10 - Porter's generic strategies (HL only)</a></li><li class="" style="padding-left: 14px"><i class="expander fa fa-caret-right "></i><a class="" href="../42216/bmt-11-hofstedes-cultural-dimensions-hl-only.html" title="BMT 11 - Hofstede's cultural dimensions (HL only)">BMT 11 - Hofstede's cultural dimensions (HL only)</a></li><li class="" style="padding-left: 14px"><i class="expander fa fa-caret-right "></i><a class="" href="../../task/399698.html" title="BMT 12 - Force field analysis (HL only)">BMT 12 - Force field analysis (HL only)</a></li><li class="" style="padding-left: 14px"><i class="expander fa fa-caret-right "></i><a class="" href="../42375/bmt-13-critical-path-analysis-hl-only.html" title="BMT 13 - Critical path analysis (HL only)">BMT 13 - Critical path analysis (HL only)</a></li><li class="" style="padding-left: 14px"><i class="expander fa fa-caret-right "></i><a class="" href="../42344/bmt-14-contribution-hl-only-.html" title="BMT 14 - Contribution (HL only) ">BMT 14 - Contribution (HL only) </a></li><li class="" style="padding-left: 14px"><i class="expander fa fa-caret-right "></i><a class="" href="../42311/bmt-15-simple-linear-regression-hl-only.html" title="BMT 15 - Simple linear regression (HL only)">BMT 15 - Simple linear regression (HL only)</a></li></ul><li class=" parent std-toplevel" style="padding-left: 4px"><i class="expander fa fa-caret-right "></i><a class="" href="../42758/concepts.html" title="Concepts">Concepts</a></li><ul class="level-1 "><li class="" style="padding-left: 14px"><i class="expander fa fa-caret-right "></i><a class="" href="../43633/creativity.html" title="Creativity">Creativity</a></li><li class="" style="padding-left: 14px"><i class="expander fa fa-caret-right "></i><a class="" href="../43631/ethics.html" title="Ethics">Ethics</a></li><li class="" style="padding-left: 14px"><i class="expander fa fa-caret-right "></i><a class="" href="../43435/sustainability.html" title="Sustainability">Sustainability</a></li><li class="" style="padding-left: 14px"><i class="expander fa fa-caret-right "></i><a class="" href="../43668/change.html" title="Change">Change</a></li></ul><li class=" parent std-toplevel" style="padding-left: 4px"><i class="expander fa fa-caret-right "></i><a class="" href="../42836/ia-.html" title="IA ">IA </a></li><ul class="level-1 "><li class="" style="padding-left: 14px"><i class="expander fa fa-caret-right "></i><a class="" href="../44415/formulating-suitable-ia-questions.html" title="Formulating suitable IA questions">Formulating suitable IA questions</a></li><li class="" style="padding-left: 14px"><i class="expander fa fa-caret-right "></i><a class="" href="../47685/supporting-documents-for-the-ia.html" title="Supporting documents for the IA">Supporting documents for the IA</a></li><li class="" style="padding-left: 14px"><i class="expander fa fa-caret-right "></i><a class="" href="../47840/top-tips-for-the-ia-primary-research.html" title="Top tips for the IA – Primary research">Top tips for the IA – Primary research</a></li><li class="" style="padding-left: 14px"><i class="expander fa fa-caret-right "></i><a class="" href="../44047/50-sample-ia-research-questions-1.html" title="50+ Sample IA research questions">50+ Sample IA research questions</a></li><li class="" style="padding-left: 14px"><i class="expander fa fa-caret-right "></i><a class="" href="../46719/recommended-format-for-the-ia.html" title="Recommended format for the IA">Recommended format for the IA</a></li></ul><li class=" parent std-toplevel" style="padding-left: 4px"><i class="expander fa fa-caret-right "></i><a class="" href="../43603/exams.html" title="Exams">Exams</a></li><ul class="level-1 "><li class="" style="padding-left: 14px"><i class="expander fa fa-caret-right "></i><a class="" href="../44091/paper-1.html" title="Paper 1">Paper 1</a></li><li class=" parent" style="padding-left: 14px"><i class="expander fa fa-caret-right "></i><a class="std-disabled" href="#" title="Paper 2">Paper 2</a></li><ul class="level-2 "><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../46637/01-ikea.html" title="01 - IKEA">01 - IKEA</a></li></ul><li class="" style="padding-left: 14px"><i class="expander fa fa-caret-right "></i><a class="" href="../45839/quantitative-techniques.html" title="Quantitative techniques">Quantitative techniques</a></li><li class="" style="padding-left: 14px"><i class="expander fa fa-caret-right "></i><a class="" href="../46025/abbreviations-quiz.html" title="Abbreviations Quiz">Abbreviations Quiz</a></li><li class="" style="padding-left: 14px"><i class="expander fa fa-caret-right "></i><a class="" href="../43740/command-terms.html" title="Command terms">Command terms</a></li><li class="" style="padding-left: 14px"><i class="expander fa fa-caret-right "></i><a class="" href="../45612/glossary-of-key-terms.html" title="Glossary of key terms">Glossary of key terms</a></li></ul><li class=" parent std-toplevel" style="padding-left: 4px"><i class="expander fa fa-caret-right "></i><a class="" href="../33955/the-core.html" title="The Core">The Core</a></li><ul class="level-1 "><li class="" style="padding-left: 14px"><i class="expander fa fa-caret-right "></i><a class="" href="../34902/cas-bm.html" title="CAS & BM">CAS & BM</a></li><li class=" parent" style="padding-left: 14px"><i class="expander fa fa-caret-right "></i><a class="" href="../21665/the-ee.html" title="The EE">The EE</a></li><ul class="level-2 "><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../21934/the-bm-extended-essay.html" title="The BM Extended Essay">The BM Extended Essay</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../32857/ee-planning-form.html" title="EE Planning form">EE Planning form</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../37390/managing-the-ee-process.html" title="Managing the EE process">Managing the EE process</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../37496/top-10-tips-for-the-bm-ee.html" title="Top 10 tips for the BM EE">Top 10 tips for the BM EE</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../21930/70-top-bm-ee-research-questions.html" title="70 top BM EE Research Questions">70 top BM EE Research Questions</a></li><li class=" parent" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../22196/tools-techniques-theories-for-the-ee.html" title="Tools, techniques & theories for the EE">Tools, techniques & theories for the EE</a></li><ul class="level-3 "><li class="" style="padding-left: 42px"><i class="expander fa fa-caret-right "></i><a class="" href="../44048/the-triple-bottom-line.html" title="The triple bottom line">The triple bottom line</a></li></ul><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../21836/understanding-the-assessment-criteria.html" title="Understanding the assessment criteria">Understanding the assessment criteria</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../37960/reflections-and-engagement-in-the-ee.html" title="Reflections and engagement in the EE">Reflections and engagement in the EE</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../41874/the-mandatory-reflection-sessions.html" title="The mandatory reflection sessions">The mandatory reflection sessions</a></li><li class="" style="padding-left: 28px"><i class="expander fa fa-caret-right "></i><a class="" href="../37659/top-10-tips-for-completing-the-rppf-1.html" title="Top 10 Tips for completing the RPPF">Top 10 Tips for completing the RPPF</a></li><li class="" style="padding-left: 28px"><i 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<div id="main-column" class="span9"> <article id="artificial-intelligence" style="margin-top: 16px;">
<h1 class="section-title">Artificial intelligence</h1>
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<div class="panel panel-purple"><div class="panel-heading"><a class="expander pull-right" href="#"><span class="fa fa-plus"></span></a><div><p><strong>Artificial intelligence (AO2)</strong></p></div></div><div class="panel-body"><div><p><img alt="" src="../../../ib/businessmanagement/images/5-ops-mgt/artificial-intelligencce.jpg" style="width: 300px; height: 200px;"></p><p><strong>Artificial intelligence (AI)</strong> is defined in the Oxford English Dictionary as <em>“The theory and development of computer systems able to perform tasks that normally require human intelligence, such as visual perception, speech recognition, decision-making, and translation between languages.”</em> It is an area of computer science that develops the ability of smart machines to perform tasks rather than natural or human intelligence, such as motion or voice activated commands on smart devices.</p><p>AI enables computers and IoT devices (the <a href="../45862/the-internet-of-things.html" title="New syllabus (first teaching 2022) » Unit 5 - Operations Management » 5.9 Management Information Systems (HL) » The internet of things">Internet of things</a>) to mimic human behaviour and actions, such as becoming familiar with different situations, learning from experiences, processing information to solve problem, and using data to inform decision making. In theory, AI enables businesses to make rational decisions based on data, rather than relying on human emotions and biases that can result in irrational choices and outcomes.</p><div class="yellowBg"><h5><span style="color:#FF0000;"><span style="font-family:arial,helvetica,sans-serif;"><span class="snippet-fa fa fa-file-text-o fa-lg" style="color: rgb(61, 30, 128);"> </span> Case Study 1 - Apple's Siri</span></span></h5><p><img alt="" src="../../../ib/businessmanagement/images/businesses/apple-siri.jpg" style="width: 300px; height: 178px;"></p><p>Siri is Apple’s digital assistant, which was launched in 2011 when the company integrated AI into its operating system. It was included as part of the iPhone 4S. Back then, Apple described Siri as the “most private digital assistant.”</p><p>Siri personalises AI to help iPhone users with countless tasks, such as setting timers and reminders (alarms), making hands-free phone calls, and completing online searches - all through voice activation. Today, Siri is integrated with all of Apple's products, including the Apple Watch, and with connectivity to cars, smartspeakers, and home appliances.</p></div><p>Examples of artificial intelligence in daily life include:</p><ul><li><p>Apps that support commuters with virtual updates and alternative bus and train routes, showing people where to interchange and which platform to use.</p></li><li><p>Drive assist functions in motor vehicles can break automatically in emergency situations and assist drivers with parking in tight spaces (a feature of self-driving cars).</p></li><li><p>Facial and voice recognition systems to access online banking, to complete online purchases, and even to open security doors.</p></li><li><p>Online search engines, social media platforms (such as YouTube), streaming service providers (such as Netflix), and e-commerce businesses (such as Amazon) that provide recommendations that users are likely to be interested in, including social media feeds.</p></li><li><p>Satellite navigation systems, using the global position system (GPS) to provide live travel assistance to motorists and travellers using a smartphone or other satellite navigation device. Examples include Google Maps and Apple Maps, Bing Maps, and Waze (which is owned by Google).</p></li><li><p>Smart assistants (often referred to as "chatbots") that provide help with enquiries about banking, insurance, healthcare, as well as travel and tourism. This also covers the use of marketing chatbots.</p></li><li><p><a href="https://openai.com/blog/chatgpt">ChatGPT </a>(Chat Generative Pre-Trained Transformer) is a language model developed by OpenAI, designed to generate human-like text responses to questions and prompts.</p></li><li><p>Smart home appliances, such as a smart fridge freezers (that auto clean and auto defrost when needed) and smart vacuum cleaner (that use sensors to detect when and where rooms need to be cleaned), without human input.</p></li><li><p>The use of predictive text functions when typing a message on a smartphone, tablet, or computer.</p></li></ul><p><img alt="" src="../../../ib/businessmanagement/images/businesses/alexa.jpg" style="width: 300px; height: 200px;"></p><p><span style="color:#696969;"><em>Amazon's Alexa is a popular voice assistant that relies on AI software</em></span></p><hr class="hidden"><p>The chart below outlines some of the ways that AI is expected to change our way of living in the next 3 - 5 years.</p><p><a href="https://www.statista.com/chart/29229/areas-of-life-most-expected-to-change-by-the-use-of-ai/" title="Infographic: How Will AI Change Our Lives? | Statista"><img alt="Infographic: How Will AI Change Our Lives? | Statista" height="auto" src="../../../Infographic/images/normal/29229.jpeg" style="width: 100%; height: auto !important; max-width:960px;-ms-interpolation-mode: bicubic;" width="100%"></a> Source: <a href="https://www.statista.com/chart/29229/areas-of-life-most-expected-to-change-by-the-use-of-ai/?utm_source=Statista+Newsletters&utm_campaign=5aa2e2d210-All_InfographTicker_daily_COM_PM_KW6_2023_Mo&utm_medium=email&utm_term=0_662f7ed75e-5aa2e2d210-332126810">Statista</a></p><p>Artificial intelligence uses other aspects of management information systems (such as critical infrastructures and data analytics) to process large volumes of data in faster and more accurate ways than humans can. It relies on big data and automated statistical analysis, enabling machines to collate, analyze, understand, and learn from data through specifically designed coding and algorithms. Therefore, AI relies on the use of machine learning.</p><p><strong>Machine learning</strong> is the use of computer systems, algorithms, and statistical models to enable electronic devices to memorize and adapt on their own without following direct instructions. As a dimension of artificial intelligence, it enables computers to learn and determine results based on patterns in large data sets to imitate intelligent human behaviour and decision making. For example, advanced machine learning is being used by social media businesses to tackle the issues related to fake news, hate speech, online scams, and dishonest advertising - all in real time.</p><p>The use of AI has revolutionised and will continue to transform the way in which businesses conduct their activities and develop their relationship with customers. In general, AI and machine learning have enabled businesses to know more about customers and to improve their ability to respond to the evolving needs of their customers. For example, AI enables service providers such as Amazon, Instagram, Netflix, Spotify, TikTok, and Twitter to track data of users to determine their preferences and likes in order to adapt content more accordingly.</p><div class="yellowBg"><h5><span style="color:#FF0000;"><span style="font-family:arial,helvetica,sans-serif;"><span class="snippet-fa fa fa-file-text-o fa-lg" style="color: rgb(61, 30, 128);"> </span> Case Study 2 - AI and ESports</span></span></h5><p>Artificial intelligence and virtual reality have revolutionised e-sports, which were traditionally regarded as being relatively passive ways to participate in competitive activities. For example, in 2023, Singapore hosted the inaugural Olympic Esports Series Week, which combined physical moves with online games for international competitors from more than 60 countries. Some of the benefits of using AI in Esports include:</p><ul class="branded"><li><p>Reducing injuries in physical sports such as Taekwondo (an official Olympic Games sports competition)</p></li><li><p>Reduced costs of participating in sports such as motor racing.</p></li><li><p>Shaping the future of sports such as sailing, which becomes more inclusive such as catering for those who are not strong swimmers.</p></li></ul><p><em>Reuters </em>reported that the inaugural Olympic Esports Series Week is part of a global effort by the International Olympic Committee (IOC) to remain relevant to young people and to embrace the latest technological advances. <em>Olympic Esports</em> and <em>Olympic Esports</em> Week are registered brands of the IOC.</p><p><iframe allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share" allowfullscreen="" frameborder="0" height="360" src="https://www.youtube.com/embed/ic4cp7FouVw" title="Not just screen play" width="640"></iframe></p></div><hr class="hidden"><p><span class="snippet-fa fa fa-youtube fa-lg" style="color: rgb(202, 72, 26);"> </span> Watch this <a href="https://youtu.be/EhhLXZB3kRw">CNBC</a> video about how airlines price their tickets, using dynamic pricing based on artificial intelligence and complex algorithms.</p><p><iframe allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture" allowfullscreen="" frameborder="0" height="360" src="https://www.youtube.com/embed/EhhLXZB3kRw" title="How do airlines price tickets? | CNBC Explains" width="640"></iframe></p><hr class="hidden"><p><span class="snippet-fa fa fa-youtube fa-lg" style="color: rgb(202, 72, 26);"> </span> In November 2022, OpenAI launched ChatGPT, bringing artificial intelligence and machine learning to more than one million people in just the first month. Watch this short video from <a href="https://youtu.be/uG2SKIdLUj4">CBS Mornings</a> that features Geoffrey Hinton, known as one of the godfathers of AI, who speaks about the past, present, and future of AI.</p><p><iframe allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share" allowfullscreen="" frameborder="0" height="360" src="https://www.youtube.com/embed/uG2SKIdLUj4" title=""Godfather of artificial intelligence" talks impact and potential of new AI" width="640"></iframe></p><hr class="hidden"><p><span class="snippet-fa fa fa-youtube fa-lg" style="color: rgb(202, 72, 26);"> </span> Finally, watch this video from <a href="https://www.youtube.com/watch?v=EOyljx7Pi7A">Freethink</a> that features Dr. Stuart J. Russell, a professor of Computer Science at UC Berkeley and has been studying the development of artificial intelligence for 45 years. He warns that AI could pose an existential threat to humanity unless we can ensure that AI systems remain aligned with human values and goals. He argues for legislation before it becomes too late for humanity.</p><p><iframe allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share" allowfullscreen="" frameborder="0" height="360" src="https://www.youtube.com/embed/EOyljx7Pi7A" title="AI pioneer calls to stop before it’s too late | Stuart Russell" width="640"></iframe></p><div class="yellowBg"><h5><span style="color:#FF0000;"><span style="font-family:arial,helvetica,sans-serif;"><span class="snippet-fa fa fa-linode fa-lg" style="color: rgb(61, 30, 128);"> </span> ATL Activity (Thinking and Research skills)</span></span></h5><p><img alt="" src="../../../ib/businessmanagement/images/5-ops-mgt/ai-chatgpt.jpg" style="width: 300px; height: 190px;"></p><p>Matt Miller, author of <a href="https://www.amazon.com/Educators-Strategies-Efficiencies-Artificial-Intelligence/dp/1956306471?_encoding=UTF8&qid=&sr=&linkCode=sl1&tag=ditthatex-20&linkId=752fe222afbe977fda61affb86559d2e&language=en_US&ref_=as_li_ss_tl">AI for Educators</a><em> </em>claims that Artificial Intelligence may change the world more than the iPhone, the Internet, or even electricity. He also says that schools can use AI to empower teaching and learning.</p><p>In groups of 2 or 3, investigate and discuss the following:</p><ol><li><p>What are the potential positive and negative impacts of AI on society?</p></li><li><p>Which jobs are likely to be impacted by AI and in what way?</p></li><li><p>What are things that make us unique as humans that AI can't do - or can't do as well?</p></li><li><p>How can AI help us with schoolwork without impeding our learning?</p></li><li><p>How can AI help us in our work in different careers?</p></li><li><p>What role do you think the creators of AI play in the responsible use of it?</p></li><li><p>Could people use AI in unethical ways? Harmful or destructive ways even?</p></li><li><p>Is it anyone's responsibility to stop people from using AI irresponsibly? Should it be the government's responsibility?</p></li><li><p>What if we find that AI is biased or inaccurate? Should we still use it - and to what extent?</p></li><li><p>Should AI tools like ChatGPT be available to students and teachers (as long as they're old enough to use them under the terms and conditions of service)?</p></li></ol><p>Be prepared to share your responses with your teacher and the rest of the class.</p><section class="tib-teacher-only" readonly="true" title="This box is not visible to students"><div class="header" readonly="true"><img class="icon" src="../../../thinkib/icons/teacher-only.svg"> Teacher only box</div><div class="content" readonly="false"><p><span style="color:#FF0000;">Artificial intelligence has the potential to revolutionise how we plan and deliver our lessons, as well as how our students learn. </span><a href="https://www.theguardian.com/technology/2023/feb/27/chatgpt-allowed-international-baccalaureate-essays-chatbot">Matt Glanville</a><span style="color:#FF0000;">, the IB’s head of assessment principles and practice, has said AI tools such as ChatGPT and chatbots should be embraced as </span>“<a href="https://ibo.org/news/news-about-the-ib/why-chatgpt-is-an-opportunity-for-schools/">an extraordinary opportunity</a>." <span style="color:#FF0000;">Like any technological tool, educators need to learn how to use it correctly. It certainly has the potential to ease teacher workload, but there are also concerns about how students could misuse such tools.</span></p><p><span style="color:#FF0000;"> This ATL Activity should prompt some good discussions, as well as provide meaningful insights for educators. You might even want to invite members of your school leadership team into the classroom to hear your students' presentations for this task.</span></p></div></section><ol></ol></div><div class="yellowBg"><h5><span style="font-family:arial,helvetica,sans-serif;"><span style="color:#FF0000;"><span class="snippet-fa fa fa-cogs fa-lg" style="color: rgb(61, 30, 128);"> </span> Theory of Knowledge (TOK)</span></span></h5><p>Artificial intelligence means that businesses and machines can know us better than we know ourselves.</p><p>Discuss the advantages and drawbacks of artificial intelligence in the context of the above statement.</p></div><div class="yellowBg"><h5><span style="color:#FF0000;"><span style="font-family:arial,helvetica,sans-serif;"><span class="snippet-fa fa fa-check-square-o fa-lg" style="color: rgb(61, 30, 128);"> </span> Key concept - Ethics</span></span></h5><p>Do machines make better ethical decisions than human beings? Can machines make mistakes in the same way as people through human error?</p><p>Watch this TED Ed video here about the ethical dilemma of self-driving cars and unavoidable accidents.</p><p><iframe allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture" allowfullscreen="" frameborder="0" height="360" src="https://www.youtube.com/embed/ixIoDYVfKA0" title="The ethical dilemma of self-driving cars - Patrick Lin" width="640"></iframe></p></div></div></div><div class="panel-footer"><div></div></div></div><div class="panel panel-purple"><div class="panel-heading"><a class="expander pull-right" href="#"><span class="fa fa-plus"></span></a><div><p><strong>Key terms</strong></p></div></div><div class="panel-body"><div><ul class="branded"><li><p><strong>Artificial intelligence (AI)</strong> is an area of computer science that develops the ability of smart machines to perform tasks rather than natural or human intelligence, such as motion or voice activated commands on smart devices</p></li><li><p><strong>Machine learning</strong> is the use of computer systems, algorithms, and statistical models to enable electronic devices to memorize and adapt on their own, thereby imitating intelligent human behaviour and decision making.</p></li></ul></div></div><div class="panel-footer"><div></div></div></div><p><span style="font-family:arial,helvetica,sans-serif;">Return to the <a href="../45669/59-management-information-systems-hl.html" title="New syllabus (first teaching 2022) » Unit 5 - Operations Management » 5.9 Management Information Systems (HL)">Unit 5.9 - Management Information Systems (HL only)</a> homepage</span><span style="font-family:arial,helvetica,sans-serif;"></span></p><p><span style="font-family:arial,helvetica,sans-serif;">Return to the <a href="../43565/unit-5-operations-management.html" title="New syllabus 2022 » Unit 5 - Operations Management">Unit 5 - Operations Management</a> homepage</span><span style="font-family:arial,helvetica,sans-serif;"></span></p><p><span style="font-family:arial,helvetica,sans-serif;"><a href="../../index.htm"><img alt="" src="../../../ib/businessmanagement/logo-blue-black-1.png" style="width: 170px; height: 54px;"></a></span></p><script>document.querySelectorAll('.tib-teacher-only').forEach(e => e.remove());</script>
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