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Research Questions, Scope, and Feasibility","\u002Fen\u002Facademic-writing\u002F01-research-questions-and-planning","en\u002Facademic-writing\u002F01-research-questions-and-planning",{"title":23,"path":24,"stem":25},"2. Search, Evaluate, and Read Evidence","\u002Fen\u002Facademic-writing\u002F02-reading-and-literature-matrix","en\u002Facademic-writing\u002F02-reading-and-literature-matrix",{"title":27,"path":28,"stem":29},"3. From Sources to Synthesis and Argument","\u002Fen\u002Facademic-writing\u002F03-arguments-outlines-and-paragraphs","en\u002Facademic-writing\u002F03-arguments-outlines-and-paragraphs",{"title":31,"path":32,"stem":33},"4. Literature Review and a Defensible Gap","\u002Fen\u002Facademic-writing\u002F04-writing-the-literature-review","en\u002Facademic-writing\u002F04-writing-the-literature-review",{"title":35,"path":36,"stem":37},"5. Research Design, Evidence, and Core Sections","\u002Fen\u002Facademic-writing\u002F05-core-sections-and-evidence","en\u002Facademic-writing\u002F05-core-sections-and-evidence",{"title":39,"path":40,"stem":41},"6. Citation, Paraphrasing, Integrity, and AI","\u002Fen\u002Facademic-writing\u002F06-citation-paraphrasing-and-integrity","en\u002Facademic-writing\u002F06-citation-paraphrasing-and-integrity",{"title":43,"path":44,"stem":45},"7. Revision, Review, and Submission","\u002Fen\u002Facademic-writing\u002F07-revision-style-and-submission","en\u002Facademic-writing\u002F07-revision-style-and-submission",{"title":47,"path":48,"stem":49},"8. Research Workbook","\u002Fen\u002Facademic-writing\u002F08-literature-review-checklist-and-template","en\u002Facademic-writing\u002F08-literature-review-checklist-and-template",{"title":51,"path":52,"stem":53},"9. Research Workflow and Tools","\u002Fen\u002Facademic-writing\u002F09-tools-for-academic-writing-and-literature-management","en\u002Facademic-writing\u002F09-tools-for-academic-writing-and-literature-management",{"title":55,"path":56,"stem":57},"10. Worked Project — From Question to Defensible Conclusion","\u002Fen\u002Facademic-writing\u002F10-worked-example-from-block-structure-to-question-chain","en\u002Facademic-writing\u002F10-worked-example-from-block-structure-to-question-chain",{"title":59,"path":60,"stem":61,"children":62,"page":249},"Accounting","\u002Fen\u002Faccounting","en\u002Faccounting",[63,69,87,93,193],{"title":64,"path":65,"stem":66,"children":67},"Accounting — From Evidence to Decisions","\u002Fen\u002Faccounting\u002F00-index","en\u002Faccounting\u002F00-index",[68],{"title":64,"path":65,"stem":66},{"title":70,"path":71,"stem":72,"children":73,"page":-1},"Accounting Appendix","\u002Fen\u002Faccounting\u002Fappendix","en\u002Faccounting\u002Fappendix\u002Findex",[74,75,79,83],{"title":70,"path":71,"stem":72},{"title":76,"path":77,"stem":78},"Worked Examples and Error Diagnosis","\u002Fen\u002Faccounting\u002Fappendix\u002F24-examples-pitfalls","en\u002Faccounting\u002Fappendix\u002F24-examples-pitfalls",{"title":80,"path":81,"stem":82},"Accounting Glossary","\u002Fen\u002Faccounting\u002Fappendix\u002F26-glossary","en\u002Faccounting\u002Fappendix\u002F26-glossary",{"title":84,"path":85,"stem":86},"Reading and Evidence Map","\u002Fen\u002Faccounting\u002Fappendix\u002F27-reading-map","en\u002Faccounting\u002Fappendix\u002F27-reading-map",{"title":88,"path":89,"stem":90,"children":91},"Northstar Record-to-Decision Capstone","\u002Fen\u002Faccounting\u002Fcapstone","en\u002Faccounting\u002Fcapstone\u002Findex",[92],{"title":88,"path":89,"stem":90},{"title":94,"path":95,"stem":96,"children":97,"page":-1},"Financial Accounting","\u002Fen\u002Faccounting\u002Ffinancial-accounting","en\u002Faccounting\u002Ffinancial-accounting\u002Findex",[98,99,117,131,165,179],{"title":94,"path":95,"stem":96},{"title":100,"path":101,"stem":102,"children":103,"page":-1},"1. Foundations","\u002Fen\u002Faccounting\u002Ffinancial-accounting\u002F01-foundations","en\u002Faccounting\u002Ffinancial-accounting\u002F01-foundations\u002Findex",[104,105,109,113],{"title":100,"path":101,"stem":102},{"title":106,"path":107,"stem":108},"Objectives and Qualitative Characteristics","\u002Fen\u002Faccounting\u002Ffinancial-accounting\u002F01-foundations\u002F01-objectives-qualitative-characteristics","en\u002Faccounting\u002Ffinancial-accounting\u002F01-foundations\u002F01-objectives-qualitative-characteristics",{"title":110,"path":111,"stem":112},"Equation and Elements","\u002Fen\u002Faccounting\u002Ffinancial-accounting\u002F01-foundations\u002F02-equation-elements","en\u002Faccounting\u002Ffinancial-accounting\u002F01-foundations\u002F02-equation-elements",{"title":114,"path":115,"stem":116},"Accrual Basis, Estimates and Periods","\u002Fen\u002Faccounting\u002Ffinancial-accounting\u002F01-foundations\u002F03-accounting-bases-principles","en\u002Faccounting\u002Ffinancial-accounting\u002F01-foundations\u002F03-accounting-bases-principles",{"title":118,"path":119,"stem":120,"children":121,"page":-1},"2. Recording Transactions","\u002Fen\u002Faccounting\u002Ffinancial-accounting\u002F02-recording-transactions","en\u002Faccounting\u002Ffinancial-accounting\u002F02-recording-transactions\u002Findex",[122,123,127],{"title":118,"path":119,"stem":120},{"title":124,"path":125,"stem":126},"Double-Entry and Debit\u002FCredit","\u002Fen\u002Faccounting\u002Ffinancial-accounting\u002F02-recording-transactions\u002F04-double-entry-dr-cr","en\u002Faccounting\u002Ffinancial-accounting\u002F02-recording-transactions\u002F04-double-entry-dr-cr",{"title":128,"path":129,"stem":130},"Accounting Cycle","\u002Fen\u002Faccounting\u002Ffinancial-accounting\u002F02-recording-transactions\u002F05-accounting-cycle","en\u002Faccounting\u002Ffinancial-accounting\u002F02-recording-transactions\u002F05-accounting-cycle",{"title":132,"path":133,"stem":134,"children":135,"page":-1},"3. Measurement and Adjustments","\u002Fen\u002Faccounting\u002Ffinancial-accounting\u002F03-measurement-adjustments","en\u002Faccounting\u002Ffinancial-accounting\u002F03-measurement-adjustments\u002Findex",[136,137,141,145,149,153,157,161],{"title":132,"path":133,"stem":134},{"title":138,"path":139,"stem":140},"Revenue Recognition","\u002Fen\u002Faccounting\u002Ffinancial-accounting\u002F03-measurement-adjustments\u002F07-revenue-recognition","en\u002Faccounting\u002Ffinancial-accounting\u002F03-measurement-adjustments\u002F07-revenue-recognition",{"title":142,"path":143,"stem":144},"Inventory","\u002Fen\u002Faccounting\u002Ffinancial-accounting\u002F03-measurement-adjustments\u002F08-inventory","en\u002Faccounting\u002Ffinancial-accounting\u002F03-measurement-adjustments\u002F08-inventory",{"title":146,"path":147,"stem":148},"Receivables and Expected Credit Losses","\u002Fen\u002Faccounting\u002Ffinancial-accounting\u002F03-measurement-adjustments\u002F09-receivables","en\u002Faccounting\u002Ffinancial-accounting\u002F03-measurement-adjustments\u002F09-receivables",{"title":150,"path":151,"stem":152},"Property, Plant and Equipment","\u002Fen\u002Faccounting\u002Ffinancial-accounting\u002F03-measurement-adjustments\u002F10-ppe","en\u002Faccounting\u002Ffinancial-accounting\u002F03-measurement-adjustments\u002F10-ppe",{"title":154,"path":155,"stem":156},"Intangible Assets","\u002Fen\u002Faccounting\u002Ffinancial-accounting\u002F03-measurement-adjustments\u002F11-intangibles","en\u002Faccounting\u002Ffinancial-accounting\u002F03-measurement-adjustments\u002F11-intangibles",{"title":158,"path":159,"stem":160},"Leases","\u002Fen\u002Faccounting\u002Ffinancial-accounting\u002F03-measurement-adjustments\u002F12-leases","en\u002Faccounting\u002Ffinancial-accounting\u002F03-measurement-adjustments\u002F12-leases",{"title":162,"path":163,"stem":164},"Current and Deferred Income Tax","\u002Fen\u002Faccounting\u002Ffinancial-accounting\u002F03-measurement-adjustments\u002F13-income-tax","en\u002Faccounting\u002Ffinancial-accounting\u002F03-measurement-adjustments\u002F13-income-tax",{"title":166,"path":167,"stem":168,"children":169,"page":-1},"4. Reporting and Cash","\u002Fen\u002Faccounting\u002Ffinancial-accounting\u002F04-reporting-cash","en\u002Faccounting\u002Ffinancial-accounting\u002F04-reporting-cash\u002Findex",[170,171,175],{"title":166,"path":167,"stem":168},{"title":172,"path":173,"stem":174},"Linked Financial Statements","\u002Fen\u002Faccounting\u002Ffinancial-accounting\u002F04-reporting-cash\u002F06-financial-statements","en\u002Faccounting\u002Ffinancial-accounting\u002F04-reporting-cash\u002F06-financial-statements",{"title":176,"path":177,"stem":178},"Cash, Reconciliation and Internal Control","\u002Fen\u002Faccounting\u002Ffinancial-accounting\u002F04-reporting-cash\u002F14-cash-control","en\u002Faccounting\u002Ffinancial-accounting\u002F04-reporting-cash\u002F14-cash-control",{"title":180,"path":181,"stem":182,"children":183,"page":-1},"5. Analysis and Comparison","\u002Fen\u002Faccounting\u002Ffinancial-accounting\u002F05-analysis-comparison","en\u002Faccounting\u002Ffinancial-accounting\u002F05-analysis-comparison\u002Findex",[184,185,189],{"title":180,"path":181,"stem":182},{"title":186,"path":187,"stem":188},"Ratio Analysis","\u002Fen\u002Faccounting\u002Ffinancial-accounting\u002F05-analysis-comparison\u002F15-ratio-analysis","en\u002Faccounting\u002Ffinancial-accounting\u002F05-analysis-comparison\u002F15-ratio-analysis",{"title":190,"path":191,"stem":192},"IFRS versus US GAAP","\u002Fen\u002Faccounting\u002Ffinancial-accounting\u002F05-analysis-comparison\u002F25-ifrs-gaap","en\u002Faccounting\u002Ffinancial-accounting\u002F05-analysis-comparison\u002F25-ifrs-gaap",{"title":194,"path":195,"stem":196,"children":197,"page":-1},"Management Accounting","\u002Fen\u002Faccounting\u002Fmanagement-accounting","en\u002Faccounting\u002Fmanagement-accounting\u002Findex",[198,199,217,235],{"title":194,"path":195,"stem":196},{"title":200,"path":201,"stem":202,"children":203,"page":-1},"1. Cost Foundations","\u002Fen\u002Faccounting\u002Fmanagement-accounting\u002F01-cost-foundations","en\u002Faccounting\u002Fmanagement-accounting\u002F01-cost-foundations\u002Findex",[204,205,209,213],{"title":200,"path":201,"stem":202},{"title":206,"path":207,"stem":208},"Cost Concepts and Behaviour","\u002Fen\u002Faccounting\u002Fmanagement-accounting\u002F01-cost-foundations\u002F16-cost-concepts","en\u002Faccounting\u002Fmanagement-accounting\u002F01-cost-foundations\u002F16-cost-concepts",{"title":210,"path":211,"stem":212},"Costing Systems","\u002Fen\u002Faccounting\u002Fmanagement-accounting\u002F01-cost-foundations\u002F17-costing-systems","en\u002Faccounting\u002Fmanagement-accounting\u002F01-cost-foundations\u002F17-costing-systems",{"title":214,"path":215,"stem":216},"Variable and Absorption Costing","\u002Fen\u002Faccounting\u002Fmanagement-accounting\u002F01-cost-foundations\u002F19-variable-vs-absorption","en\u002Faccounting\u002Fmanagement-accounting\u002F01-cost-foundations\u002F19-variable-vs-absorption",{"title":218,"path":219,"stem":220,"children":221,"page":-1},"2. Planning and Control","\u002Fen\u002Faccounting\u002Fmanagement-accounting\u002F02-planning-control","en\u002Faccounting\u002Fmanagement-accounting\u002F02-planning-control\u002Findex",[222,223,227,231],{"title":218,"path":219,"stem":220},{"title":224,"path":225,"stem":226},"Cost–Volume–Profit Analysis","\u002Fen\u002Faccounting\u002Fmanagement-accounting\u002F02-planning-control\u002F18-cvp-analysis","en\u002Faccounting\u002Fmanagement-accounting\u002F02-planning-control\u002F18-cvp-analysis",{"title":228,"path":229,"stem":230},"Budgeting and Variance Analysis","\u002Fen\u002Faccounting\u002Fmanagement-accounting\u002F02-planning-control\u002F20-budgeting-variances","en\u002Faccounting\u002Fmanagement-accounting\u002F02-planning-control\u002F20-budgeting-variances",{"title":232,"path":233,"stem":234},"Performance Measurement","\u002Fen\u002Faccounting\u002Fmanagement-accounting\u002F02-planning-control\u002F21-performance-measurement","en\u002Faccounting\u002Fmanagement-accounting\u002F02-planning-control\u002F21-performance-measurement",{"title":236,"path":237,"stem":238,"children":239,"page":-1},"3. Decisions and Investment","\u002Fen\u002Faccounting\u002Fmanagement-accounting\u002F03-decisions-investment","en\u002Faccounting\u002Fmanagement-accounting\u002F03-decisions-investment\u002Findex",[240,241,245],{"title":236,"path":237,"stem":238},{"title":242,"path":243,"stem":244},"Short-Term Decisions","\u002Fen\u002Faccounting\u002Fmanagement-accounting\u002F03-decisions-investment\u002F22-short-term-decisions","en\u002Faccounting\u002Fmanagement-accounting\u002F03-decisions-investment\u002F22-short-term-decisions",{"title":246,"path":247,"stem":248},"Capital Budgeting","\u002Fen\u002Faccounting\u002Fmanagement-accounting\u002F03-decisions-investment\u002F23-capital-budgeting","en\u002Faccounting\u002Fmanagement-accounting\u002F03-decisions-investment\u002F23-capital-budgeting",false,{"title":251,"path":252,"stem":253,"children":254,"page":249},"Business Analytics","\u002Fen\u002Fbusiness-analytics","en\u002Fbusiness-analytics",[255,261,279,305,335,365,383,400],{"title":256,"path":257,"stem":258,"children":259},"Business Analytics — From Data to Defensible Action","\u002Fen\u002Fbusiness-analytics\u002F00-index","en\u002Fbusiness-analytics\u002F00-index",[260],{"title":256,"path":257,"stem":258},{"title":262,"path":263,"stem":264,"children":265,"page":-1},"0. Decision and Data Foundations","\u002Fen\u002Fbusiness-analytics\u002F00-intro","en\u002Fbusiness-analytics\u002F00-intro\u002Findex",[266,267,271,275],{"title":262,"path":263,"stem":264},{"title":268,"path":269,"stem":270},"Decision Framing","\u002Fen\u002Fbusiness-analytics\u002F00-intro\u002F01-decision-framing","en\u002Fbusiness-analytics\u002F00-intro\u002F01-decision-framing",{"title":272,"path":273,"stem":274},"Data Contracts","\u002Fen\u002Fbusiness-analytics\u002F00-intro\u002F02-data-contracts","en\u002Fbusiness-analytics\u002F00-intro\u002F02-data-contracts",{"title":276,"path":277,"stem":278},"Reproducible Analytics Workflow","\u002Fen\u002Fbusiness-analytics\u002F00-intro\u002F03-reproducible-workflow","en\u002Fbusiness-analytics\u002F00-intro\u002F03-reproducible-workflow",{"title":280,"path":281,"stem":282,"children":283,"page":-1},"1. Descriptive Analytics","\u002Fen\u002Fbusiness-analytics\u002F01-descriptive","en\u002Fbusiness-analytics\u002F01-descriptive\u002Findex",[284,285,289,293,297,301],{"title":280,"path":281,"stem":282},{"title":286,"path":287,"stem":288},"Distributions and Exploratory Data Analysis","\u002Fen\u002Fbusiness-analytics\u002F01-descriptive\u002F04-distributions-eda","en\u002Fbusiness-analytics\u002F01-descriptive\u002F04-distributions-eda",{"title":290,"path":291,"stem":292},"KPIs and Denominators","\u002Fen\u002Fbusiness-analytics\u002F01-descriptive\u002F05-kpis-denominators","en\u002Fbusiness-analytics\u002F01-descriptive\u002F05-kpis-denominators",{"title":294,"path":295,"stem":296},"Segments, Cohorts and Funnels","\u002Fen\u002Fbusiness-analytics\u002F01-descriptive\u002F06-segmentation-cohorts-funnels","en\u002Fbusiness-analytics\u002F01-descriptive\u002F06-segmentation-cohorts-funnels",{"title":298,"path":299,"stem":300},"Visual Evidence and Data Stories","\u002Fen\u002Fbusiness-analytics\u002F01-descriptive\u002F07-visualisation-story","en\u002Fbusiness-analytics\u002F01-descriptive\u002F07-visualisation-story",{"title":302,"path":303,"stem":304},"Experiments and Causal Boundaries","\u002Fen\u002Fbusiness-analytics\u002F01-descriptive\u002F08-experiments-causal-boundary","en\u002Fbusiness-analytics\u002F01-descriptive\u002F08-experiments-causal-boundary",{"title":306,"path":307,"stem":308,"children":309,"page":-1},"2. Predictive Analytics","\u002Fen\u002Fbusiness-analytics\u002F02-predictive","en\u002Fbusiness-analytics\u002F02-predictive\u002Findex",[310,311,315,319,323,327,331],{"title":306,"path":307,"stem":308},{"title":312,"path":313,"stem":314},"Validation, Baselines and Leakage","\u002Fen\u002Fbusiness-analytics\u002F02-predictive\u002F09-validation-leakage","en\u002Fbusiness-analytics\u002F02-predictive\u002F09-validation-leakage",{"title":316,"path":317,"stem":318},"Regression and Forecasting","\u002Fen\u002Fbusiness-analytics\u002F02-predictive\u002F10-regression-forecasting","en\u002Fbusiness-analytics\u002F02-predictive\u002F10-regression-forecasting",{"title":320,"path":321,"stem":322},"Classification and Calibration","\u002Fen\u002Fbusiness-analytics\u002F02-predictive\u002F11-classification-calibration","en\u002Fbusiness-analytics\u002F02-predictive\u002F11-classification-calibration",{"title":324,"path":325,"stem":326},"Trees and Ensembles","\u002Fen\u002Fbusiness-analytics\u002F02-predictive\u002F12-trees-ensembles","en\u002Fbusiness-analytics\u002F02-predictive\u002F12-trees-ensembles",{"title":328,"path":329,"stem":330},"Decision Metrics and Thresholds","\u002Fen\u002Fbusiness-analytics\u002F02-predictive\u002F13-decision-metrics-thresholds","en\u002Fbusiness-analytics\u002F02-predictive\u002F13-decision-metrics-thresholds",{"title":332,"path":333,"stem":334},"Explainability, Monitoring and Drift","\u002Fen\u002Fbusiness-analytics\u002F02-predictive\u002F14-explainability-drift","en\u002Fbusiness-analytics\u002F02-predictive\u002F14-explainability-drift",{"title":336,"path":337,"stem":338,"children":339,"page":-1},"3. Prescriptive Analytics","\u002Fen\u002Fbusiness-analytics\u002F03-prescriptive","en\u002Fbusiness-analytics\u002F03-prescriptive\u002Findex",[340,341,345,349,353,357,361],{"title":336,"path":337,"stem":338},{"title":342,"path":343,"stem":344},"Decision-Making under Uncertainty","\u002Fen\u002Fbusiness-analytics\u002F03-prescriptive\u002F15-decision-uncertainty","en\u002Fbusiness-analytics\u002F03-prescriptive\u002F15-decision-uncertainty",{"title":346,"path":347,"stem":348},"Linear Optimisation","\u002Fen\u002Fbusiness-analytics\u002F03-prescriptive\u002F16-linear-optimization","en\u002Fbusiness-analytics\u002F03-prescriptive\u002F16-linear-optimization",{"title":350,"path":351,"stem":352},"Inventory and Allocation","\u002Fen\u002Fbusiness-analytics\u002F03-prescriptive\u002F17-inventory-allocation","en\u002Fbusiness-analytics\u002F03-prescriptive\u002F17-inventory-allocation",{"title":354,"path":355,"stem":356},"Queueing and Simulation","\u002Fen\u002Fbusiness-analytics\u002F03-prescriptive\u002F18-queueing-simulation","en\u002Fbusiness-analytics\u002F03-prescriptive\u002F18-queueing-simulation",{"title":358,"path":359,"stem":360},"Pricing and Revenue Management","\u002Fen\u002Fbusiness-analytics\u002F03-prescriptive\u002F19-pricing-experimentation","en\u002Fbusiness-analytics\u002F03-prescriptive\u002F19-pricing-experimentation",{"title":362,"path":363,"stem":364},"Causal Targeting and Policy Learning","\u002Fen\u002Fbusiness-analytics\u002F03-prescriptive\u002F20-causal-targeting","en\u002Fbusiness-analytics\u002F03-prescriptive\u002F20-causal-targeting",{"title":366,"path":367,"stem":368,"children":369,"page":-1},"4. Deployment and Governance","\u002Fen\u002Fbusiness-analytics\u002F04-deployment","en\u002Fbusiness-analytics\u002F04-deployment\u002Findex",[370,371,375,379],{"title":366,"path":367,"stem":368},{"title":372,"path":373,"stem":374},"Data Products and Monitoring","\u002Fen\u002Fbusiness-analytics\u002F04-deployment\u002F21-data-products-monitoring","en\u002Fbusiness-analytics\u002F04-deployment\u002F21-data-products-monitoring",{"title":376,"path":377,"stem":378},"Governance, Fairness and Privacy","\u002Fen\u002Fbusiness-analytics\u002F04-deployment\u002F22-governance-fairness-privacy","en\u002Fbusiness-analytics\u002F04-deployment\u002F22-governance-fairness-privacy",{"title":380,"path":381,"stem":382},"Adoption and Business Value","\u002Fen\u002Fbusiness-analytics\u002F04-deployment\u002F23-adoption-value","en\u002Fbusiness-analytics\u002F04-deployment\u002F23-adoption-value",{"title":384,"path":385,"stem":386,"children":387,"page":-1},"Appendix and Revision Tools","\u002Fen\u002Fbusiness-analytics\u002Fappendix","en\u002Fbusiness-analytics\u002Fappendix\u002Findex",[388,389,393,397],{"title":384,"path":385,"stem":386},{"title":390,"path":391,"stem":392},"Formula and Decision Map","\u002Fen\u002Fbusiness-analytics\u002Fappendix\u002F24-formula-map","en\u002Fbusiness-analytics\u002Fappendix\u002F24-formula-map",{"title":394,"path":395,"stem":396},"Worked Examples and Pitfalls","\u002Fen\u002Fbusiness-analytics\u002Fappendix\u002F25-worked-examples-pitfalls","en\u002Fbusiness-analytics\u002Fappendix\u002F25-worked-examples-pitfalls",{"title":84,"path":398,"stem":399},"\u002Fen\u002Fbusiness-analytics\u002Fappendix\u002F26-reading-map","en\u002Fbusiness-analytics\u002Fappendix\u002F26-reading-map",{"title":401,"path":402,"stem":403,"children":404},"Capstone — The Evening Delivery Promise","\u002Fen\u002Fbusiness-analytics\u002Fcapstone","en\u002Fbusiness-analytics\u002Fcapstone\u002Findex",[405],{"title":401,"path":402,"stem":403},{"title":407,"path":408,"stem":409,"children":410,"page":249},"Financial Economic Time Series","\u002Fen\u002Ffinancial-economic-time-series","en\u002Ffinancial-economic-time-series",[411,417,423,429,435,441,447,453,459,465,471],{"title":412,"path":413,"stem":414,"children":415},"Financial and Economic Time Series — Course Guide","\u002Fen\u002Ffinancial-economic-time-series\u002F00-intro","en\u002Ffinancial-economic-time-series\u002F00-intro\u002Findex",[416],{"title":412,"path":413,"stem":414},{"title":418,"path":419,"stem":420,"children":421},"Three Versions of Time Series","\u002Fen\u002Ffinancial-economic-time-series\u002F01-bridge","en\u002Ffinancial-economic-time-series\u002F01-bridge\u002Findex",[422],{"title":418,"path":419,"stem":420},{"title":424,"path":425,"stem":426,"children":427},"Data, Clocks, and Transformations","\u002Fen\u002Ffinancial-economic-time-series\u002F02-data-transformations","en\u002Ffinancial-economic-time-series\u002F02-data-transformations\u002Findex",[428],{"title":424,"path":425,"stem":426},{"title":430,"path":431,"stem":432,"children":433},"Predictive Regressions and Persistent Predictors","\u002Fen\u002Ffinancial-economic-time-series\u002F03-predictive-regressions","en\u002Ffinancial-economic-time-series\u002F03-predictive-regressions\u002Findex",[434],{"title":430,"path":431,"stem":432},{"title":436,"path":437,"stem":438,"children":439},"Volatility, Tails, and Financial Risk","\u002Fen\u002Ffinancial-economic-time-series\u002F04-volatility-risk","en\u002Ffinancial-economic-time-series\u002F04-volatility-risk\u002Findex",[440],{"title":436,"path":437,"stem":438},{"title":442,"path":443,"stem":444,"children":445},"Unit Roots, Cointegration, and Error Correction","\u002Fen\u002Ffinancial-economic-time-series\u002F05-unit-roots-cointegration","en\u002Ffinancial-economic-time-series\u002F05-unit-roots-cointegration\u002Findex",[446],{"title":442,"path":443,"stem":444},{"title":448,"path":449,"stem":450,"children":451},"VAR, Structural Identification, and Local Projections","\u002Fen\u002Ffinancial-economic-time-series\u002F06-var-identification","en\u002Ffinancial-economic-time-series\u002F06-var-identification\u002Findex",[452],{"title":448,"path":449,"stem":450},{"title":454,"path":455,"stem":456,"children":457},"State Space, Mixed Frequency, and Nowcasting","\u002Fen\u002Ffinancial-economic-time-series\u002F07-state-space-nowcasting","en\u002Ffinancial-economic-time-series\u002F07-state-space-nowcasting\u002Findex",[458],{"title":454,"path":455,"stem":456},{"title":460,"path":461,"stem":462,"children":463},"Forecast Evaluation for Decisions","\u002Fen\u002Ffinancial-economic-time-series\u002F08-forecast-evaluation","en\u002Ffinancial-economic-time-series\u002F08-forecast-evaluation\u002Findex",[464],{"title":460,"path":461,"stem":462},{"title":466,"path":467,"stem":468,"children":469},"Integrated R Laboratory","\u002Fen\u002Ffinancial-economic-time-series\u002F09-r-laboratory","en\u002Ffinancial-economic-time-series\u002F09-r-laboratory\u002Findex",[470],{"title":466,"path":467,"stem":468},{"title":472,"path":473,"stem":474,"children":475},"Capstones, Data, and Reading Ladder","\u002Fen\u002Ffinancial-economic-time-series\u002F10-capstone-readings","en\u002Ffinancial-economic-time-series\u002F10-capstone-readings\u002Findex",[476],{"title":472,"path":473,"stem":474},{"title":478,"path":479,"stem":480,"children":481,"page":249},"Intro To Economics","\u002Fen\u002Fintro-to-economics","en\u002Fintro-to-economics",[482,486,490,494,498,502,506,510,514,518,522,526,530],{"title":483,"path":484,"stem":485},"Introduction to Economics — Decisions, Markets, and the Macroeconomy","\u002Fen\u002Fintro-to-economics\u002F00-intro","en\u002Fintro-to-economics\u002F00-intro",{"title":487,"path":488,"stem":489},"Chapter 1 — Choice, Opportunity Cost, and Trade","\u002Fen\u002Fintro-to-economics\u002F01-foundations","en\u002Fintro-to-economics\u002F01-foundations",{"title":491,"path":492,"stem":493},"Chapter 2 — Demand, Supply, Equilibrium, and Welfare","\u002Fen\u002Fintro-to-economics\u002F02-demand-and-supply","en\u002Fintro-to-economics\u002F02-demand-and-supply",{"title":495,"path":496,"stem":497},"Chapter 3 — Elasticity, Revenue, and Tax Incidence","\u002Fen\u002Fintro-to-economics\u002F03-elasticity","en\u002Fintro-to-economics\u002F03-elasticity",{"title":499,"path":500,"stem":501},"Chapter 4 — Firms, Market Power, and Market Failure","\u002Fen\u002Fintro-to-economics\u002F04-market-structures","en\u002Fintro-to-economics\u002F04-market-structures",{"title":503,"path":504,"stem":505},"Chapter 5 — GDP, Income, Wealth, and Welfare","\u002Fen\u002Fintro-to-economics\u002F05-gdp-and-wealth","en\u002Fintro-to-economics\u002F05-gdp-and-wealth",{"title":507,"path":508,"stem":509},"Chapter 6 — Inflation, Purchasing Power, and Labour Markets","\u002Fen\u002Fintro-to-economics\u002F06-inflation-and-unemployment","en\u002Fintro-to-economics\u002F06-inflation-and-unemployment",{"title":511,"path":512,"stem":513},"Chapter 7 — Productivity, Technology, and Economic Growth","\u002Fen\u002Fintro-to-economics\u002F07-economic-growth","en\u002Fintro-to-economics\u002F07-economic-growth",{"title":515,"path":516,"stem":517},"Chapter 8 — Money, Credit, and Banking","\u002Fen\u002Fintro-to-economics\u002F08-money-and-banking","en\u002Fintro-to-economics\u002F08-money-and-banking",{"title":519,"path":520,"stem":521},"Chapter 9 — Business Cycles, AD–AS, and Monetary Policy","\u002Fen\u002Fintro-to-economics\u002F09-monetary-policy-and-ad-as","en\u002Fintro-to-economics\u002F09-monetary-policy-and-ad-as",{"title":523,"path":524,"stem":525},"Chapter 10 — Fiscal Policy, Distribution, and Public Debt","\u002Fen\u002Fintro-to-economics\u002F10-fiscal-policy","en\u002Fintro-to-economics\u002F10-fiscal-policy",{"title":527,"path":528,"stem":529},"Chapter 11 — Trade, Capital Flows, and Exchange Rates","\u002Fen\u002Fintro-to-economics\u002F11-open-economy-and-exchange-rates","en\u002Fintro-to-economics\u002F11-open-economy-and-exchange-rates",{"title":531,"path":532,"stem":533},"Chapter 12 — Integrated Economic Analysis Studio","\u002Fen\u002Fintro-to-economics\u002F12-review-and-case-studies","en\u002Fintro-to-economics\u002F12-review-and-case-studies",{"title":535,"path":536,"stem":537,"children":538,"page":249},"Microeconometrics","\u002Fen\u002Fmicroeconometrics","en\u002Fmicroeconometrics",[539,557,563,581,603,629,651,673,691,709],{"title":540,"path":541,"stem":542,"children":543,"page":-1},"0. Causal Questions and Designs","\u002Fen\u002Fmicroeconometrics\u002F00-foundations","en\u002Fmicroeconometrics\u002F00-foundations\u002Findex",[544,545,549,553],{"title":540,"path":541,"stem":542},{"title":546,"path":547,"stem":548},"Causal Questions and Estimands","\u002Fen\u002Fmicroeconometrics\u002F00-foundations\u002F01-causal-question-estimands","en\u002Fmicroeconometrics\u002F00-foundations\u002F01-causal-question-estimands",{"title":550,"path":551,"stem":552},"Potential Outcomes and Experiments","\u002Fen\u002Fmicroeconometrics\u002F00-foundations\u002F02-potential-outcomes-experiments","en\u002Fmicroeconometrics\u002F00-foundations\u002F02-potential-outcomes-experiments",{"title":554,"path":555,"stem":556},"Causal Diagrams and Controls","\u002Fen\u002Fmicroeconometrics\u002F00-foundations\u002F03-dags-controls","en\u002Fmicroeconometrics\u002F00-foundations\u002F03-dags-controls",{"title":558,"path":559,"stem":560,"children":561},"Microeconometrics — Designing Credible Counterfactuals","\u002Fen\u002Fmicroeconometrics\u002F00-index","en\u002Fmicroeconometrics\u002F00-index",[562],{"title":558,"path":559,"stem":560},{"title":564,"path":565,"stem":566,"children":567,"page":-1},"1. Regression and Inference","\u002Fen\u002Fmicroeconometrics\u002F01-regression","en\u002Fmicroeconometrics\u002F01-regression\u002Findex",[568,569,573,577],{"title":564,"path":565,"stem":566},{"title":570,"path":571,"stem":572},"OLS as a Projection","\u002Fen\u002Fmicroeconometrics\u002F01-regression\u002F04-ols-projection","en\u002Fmicroeconometrics\u002F01-regression\u002F04-ols-projection",{"title":574,"path":575,"stem":576},"FWL, Selection and Controls","\u002Fen\u002Fmicroeconometrics\u002F01-regression\u002F05-fwl-selection-controls","en\u002Fmicroeconometrics\u002F01-regression\u002F05-fwl-selection-controls",{"title":578,"path":579,"stem":580},"Inference and Clustering","\u002Fen\u002Fmicroeconometrics\u002F01-regression\u002F06-inference-clustering","en\u002Fmicroeconometrics\u002F01-regression\u002F06-inference-clustering",{"title":582,"path":583,"stem":584,"children":585,"page":-1},"2. Instruments and Panel Data","\u002Fen\u002Fmicroeconometrics\u002F02-iv-panel","en\u002Fmicroeconometrics\u002F02-iv-panel\u002Findex",[586,587,591,595,599],{"title":582,"path":583,"stem":584},{"title":588,"path":589,"stem":590},"Instrumental Variables","\u002Fen\u002Fmicroeconometrics\u002F02-iv-panel\u002F07-iv-identification","en\u002Fmicroeconometrics\u002F02-iv-panel\u002F07-iv-identification",{"title":592,"path":593,"stem":594},"Weak Instruments and LATE","\u002Fen\u002Fmicroeconometrics\u002F02-iv-panel\u002F08-weak-iv-late","en\u002Fmicroeconometrics\u002F02-iv-panel\u002F08-weak-iv-late",{"title":596,"path":597,"stem":598},"Panel Fixed Effects","\u002Fen\u002Fmicroeconometrics\u002F02-iv-panel\u002F09-panel-fixed-effects","en\u002Fmicroeconometrics\u002F02-iv-panel\u002F09-panel-fixed-effects",{"title":600,"path":601,"stem":602},"Dynamic Panels and Limits","\u002Fen\u002Fmicroeconometrics\u002F02-iv-panel\u002F10-dynamic-panel","en\u002Fmicroeconometrics\u002F02-iv-panel\u002F10-dynamic-panel",{"title":604,"path":605,"stem":606,"children":607,"page":-1},"3. Policy Evaluation Designs","\u002Fen\u002Fmicroeconometrics\u002F03-policy-designs","en\u002Fmicroeconometrics\u002F03-policy-designs\u002Findex",[608,609,613,617,621,625],{"title":604,"path":605,"stem":606},{"title":610,"path":611,"stem":612},"Difference-in-Differences","\u002Fen\u002Fmicroeconometrics\u002F03-policy-designs\u002F11-did-core","en\u002Fmicroeconometrics\u002F03-policy-designs\u002F11-did-core",{"title":614,"path":615,"stem":616},"Staggered DID and Event Studies","\u002Fen\u002Fmicroeconometrics\u002F03-policy-designs\u002F12-staggered-event-studies","en\u002Fmicroeconometrics\u002F03-policy-designs\u002F12-staggered-event-studies",{"title":618,"path":619,"stem":620},"Regression Discontinuity","\u002Fen\u002Fmicroeconometrics\u002F03-policy-designs\u002F13-rdd","en\u002Fmicroeconometrics\u002F03-policy-designs\u002F13-rdd",{"title":622,"path":623,"stem":624},"Matching, Weighting and Overlap","\u002Fen\u002Fmicroeconometrics\u002F03-policy-designs\u002F14-matching-weighting","en\u002Fmicroeconometrics\u002F03-policy-designs\u002F14-matching-weighting",{"title":626,"path":627,"stem":628},"Synthetic Control","\u002Fen\u002Fmicroeconometrics\u002F03-policy-designs\u002F15-synthetic-control","en\u002Fmicroeconometrics\u002F03-policy-designs\u002F15-synthetic-control",{"title":630,"path":631,"stem":632,"children":633,"page":-1},"Module 4 — Choice and Limited Outcomes","\u002Fen\u002Fmicroeconometrics\u002F04-outcomes-choice","en\u002Fmicroeconometrics\u002F04-outcomes-choice\u002Findex",[634,635,639,643,647],{"title":630,"path":631,"stem":632},{"title":636,"path":637,"stem":638},"Binary Choice","\u002Fen\u002Fmicroeconometrics\u002F04-outcomes-choice\u002F16-binary-choice","en\u002Fmicroeconometrics\u002F04-outcomes-choice\u002F16-binary-choice",{"title":640,"path":641,"stem":642},"Multinomial and Ordered Choice","\u002Fen\u002Fmicroeconometrics\u002F04-outcomes-choice\u002F17-multinomial-choice","en\u002Fmicroeconometrics\u002F04-outcomes-choice\u002F17-multinomial-choice",{"title":644,"path":645,"stem":646},"Count Outcomes","\u002Fen\u002Fmicroeconometrics\u002F04-outcomes-choice\u002F18-count-outcomes","en\u002Fmicroeconometrics\u002F04-outcomes-choice\u002F18-count-outcomes",{"title":648,"path":649,"stem":650},"Censoring, Truncation and Selection","\u002Fen\u002Fmicroeconometrics\u002F04-outcomes-choice\u002F19-censoring-selection","en\u002Fmicroeconometrics\u002F04-outcomes-choice\u002F19-censoring-selection",{"title":652,"path":653,"stem":654,"children":655,"page":-1},"Module 5 — Modern Causal Analysis","\u002Fen\u002Fmicroeconometrics\u002F05-modern-causal","en\u002Fmicroeconometrics\u002F05-modern-causal\u002Findex",[656,657,661,665,669],{"title":652,"path":653,"stem":654},{"title":658,"path":659,"stem":660},"Double Machine Learning","\u002Fen\u002Fmicroeconometrics\u002F05-modern-causal\u002F20-dml","en\u002Fmicroeconometrics\u002F05-modern-causal\u002F20-dml",{"title":662,"path":663,"stem":664},"Heterogeneity and Policy Learning","\u002Fen\u002Fmicroeconometrics\u002F05-modern-causal\u002F21-heterogeneity-policy","en\u002Fmicroeconometrics\u002F05-modern-causal\u002F21-heterogeneity-policy",{"title":666,"path":667,"stem":668},"Sensitivity and Partial Identification","\u002Fen\u002Fmicroeconometrics\u002F05-modern-causal\u002F22-sensitivity-partial-id","en\u002Fmicroeconometrics\u002F05-modern-causal\u002F22-sensitivity-partial-id",{"title":670,"path":671,"stem":672},"External Validity and Transport","\u002Fen\u002Fmicroeconometrics\u002F05-modern-causal\u002F23-external-validity","en\u002Fmicroeconometrics\u002F05-modern-causal\u002F23-external-validity",{"title":674,"path":675,"stem":676,"children":677,"page":-1},"Module 6 — From Data to Auditable Evidence","\u002Fen\u002Fmicroeconometrics\u002F06-workflow","en\u002Fmicroeconometrics\u002F06-workflow\u002Findex",[678,679,683,687],{"title":674,"path":675,"stem":676},{"title":680,"path":681,"stem":682},"Data Provenance","\u002Fen\u002Fmicroeconometrics\u002F06-workflow\u002F24-data-provenance","en\u002Fmicroeconometrics\u002F06-workflow\u002F24-data-provenance",{"title":684,"path":685,"stem":686},"Reproducibility and Reporting","\u002Fen\u002Fmicroeconometrics\u002F06-workflow\u002F25-reproducibility-reporting","en\u002Fmicroeconometrics\u002F06-workflow\u002F25-reproducibility-reporting",{"title":688,"path":689,"stem":690},"Paper and Evidence Audit","\u002Fen\u002Fmicroeconometrics\u002F06-workflow\u002F26-paper-audit","en\u002Fmicroeconometrics\u002F06-workflow\u002F26-paper-audit",{"title":692,"path":693,"stem":694,"children":695,"page":-1},"Appendix — Revision and Evidence Map","\u002Fen\u002Fmicroeconometrics\u002Fappendix","en\u002Fmicroeconometrics\u002Fappendix\u002Findex",[696,697,701,705],{"title":692,"path":693,"stem":694},{"title":698,"path":699,"stem":700},"Formula and Design Map","\u002Fen\u002Fmicroeconometrics\u002Fappendix\u002F27-formula-design-map","en\u002Fmicroeconometrics\u002Fappendix\u002F27-formula-design-map",{"title":702,"path":703,"stem":704},"Ten Worked Microeconometric Pitfalls","\u002Fen\u002Fmicroeconometrics\u002Fappendix\u002F28-worked-pitfalls","en\u002Fmicroeconometrics\u002Fappendix\u002F28-worked-pitfalls",{"title":706,"path":707,"stem":708},"Reading and Software Map","\u002Fen\u002Fmicroeconometrics\u002Fappendix\u002F29-reading-software-map","en\u002Fmicroeconometrics\u002Fappendix\u002F29-reading-software-map",{"title":710,"path":711,"stem":712,"children":713},"Capstone — Should Northbridge Expand Pathways?","\u002Fen\u002Fmicroeconometrics\u002Fcapstone","en\u002Fmicroeconometrics\u002Fcapstone\u002Findex",[714],{"title":710,"path":711,"stem":712},{"title":716,"path":717,"stem":718,"children":719,"page":249},"Microeconomics","\u002Fen\u002Fmicroeconomics","en\u002Fmicroeconomics",[720,726,732,738,744,750,756,762,768,774,780,786,792],{"title":721,"path":722,"stem":723,"children":724},"Advanced Microeconomics — Course Guide","\u002Fen\u002Fmicroeconomics\u002F00-intro","en\u002Fmicroeconomics\u002F00-intro\u002Findex",[725],{"title":721,"path":722,"stem":723},{"title":727,"path":728,"stem":729,"children":730},"Module 1 — Choice, Duality, and Revealed Preference","\u002Fen\u002Fmicroeconomics\u002F01-fundations","en\u002Fmicroeconomics\u002F01-fundations\u002Findex",[731],{"title":727,"path":728,"stem":729},{"title":733,"path":734,"stem":735,"children":736},"Module 2 — Comparative Statics and Welfare Measurement","\u002Fen\u002Fmicroeconomics\u002F02-comparative-statics","en\u002Fmicroeconomics\u002F02-comparative-statics\u002Findex",[737],{"title":733,"path":734,"stem":735},{"title":739,"path":740,"stem":741,"children":742},"Module 3 — Choice under Risk and Insurance","\u002Fen\u002Fmicroeconomics\u002F03-uncertainty","en\u002Fmicroeconomics\u002F03-uncertainty\u002Findex",[743],{"title":739,"path":740,"stem":741},{"title":745,"path":746,"stem":747,"children":748},"Module 4 — General Equilibrium and Welfare","\u002Fen\u002Fmicroeconomics\u002F04-general-equilibrium","en\u002Fmicroeconomics\u002F04-general-equilibrium\u002Findex",[749],{"title":745,"path":746,"stem":747},{"title":751,"path":752,"stem":753,"children":754},"Module 5 — Static, Dynamic, and Repeated Games","\u002Fen\u002Fmicroeconomics\u002F05-game-theory","en\u002Fmicroeconomics\u002F05-game-theory\u002Findex",[755],{"title":751,"path":752,"stem":753},{"title":757,"path":758,"stem":759,"children":760},"Module 6 — Oligopoly, Entry, and Algorithmic Pricing","\u002Fen\u002Fmicroeconomics\u002F06-oligopoly","en\u002Fmicroeconomics\u002F06-oligopoly\u002Findex",[761],{"title":757,"path":758,"stem":759},{"title":763,"path":764,"stem":765,"children":766},"Module 7 — Information Economics and Contracts","\u002Fen\u002Fmicroeconomics\u002F07-information-economics","en\u002Fmicroeconomics\u002F07-information-economics\u002Findex",[767],{"title":763,"path":764,"stem":765},{"title":769,"path":770,"stem":771,"children":772},"Module 8 — Mechanism Design and Auctions","\u002Fen\u002Fmicroeconomics\u002F08-mechanism-design","en\u002Fmicroeconomics\u002F08-mechanism-design\u002Findex",[773],{"title":769,"path":770,"stem":771},{"title":775,"path":776,"stem":777,"children":778},"Module 9 — Behavioural and Experimental Microeconomics","\u002Fen\u002Fmicroeconomics\u002F09-behavioural-economics","en\u002Fmicroeconomics\u002F09-behavioural-economics\u002Findex",[779],{"title":775,"path":776,"stem":777},{"title":781,"path":782,"stem":783,"children":784},"Module 10 — Externalities, Public Goods, and Collective Action","\u002Fen\u002Fmicroeconomics\u002F10-externalities-public-goods","en\u002Fmicroeconomics\u002F10-externalities-public-goods\u002Findex",[785],{"title":781,"path":782,"stem":783},{"title":787,"path":788,"stem":789,"children":790},"Module 11 — Matching and Market Design","\u002Fen\u002Fmicroeconomics\u002F11-market-design","en\u002Fmicroeconomics\u002F11-market-design\u002Findex",[791],{"title":787,"path":788,"stem":789},{"title":793,"path":794,"stem":795,"children":796},"Module 12 — Integrated Microeconomic Design 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Visualizations","\u002Fen\u002Fplayground\u002F05-chartjs","en\u002Fplayground\u002F05-chartjs",{"title":825,"path":826,"stem":827,"children":828,"page":249},"Statistics For Insurance","\u002Fen\u002Fstatistics-for-insurance","en\u002Fstatistics-for-insurance",[829,835,857,883,905,927,937],{"title":830,"path":831,"stem":832,"children":833},"Statistics for General Insurance","\u002Fen\u002Fstatistics-for-insurance\u002F01-intro","en\u002Fstatistics-for-insurance\u002F01-intro\u002Findex",[834],{"title":830,"path":831,"stem":832},{"title":836,"path":837,"stem":838,"children":839,"page":-1},"Claims Development and Reserving","\u002Fen\u002Fstatistics-for-insurance\u002F02-chain-ladder","en\u002Fstatistics-for-insurance\u002F02-chain-ladder\u002Findex",[840,841,845,849,853],{"title":836,"path":837,"stem":838},{"title":842,"path":843,"stem":844},"Basic Chain Ladder","\u002Fen\u002Fstatistics-for-insurance\u002F02-chain-ladder\u002F01-basic-chain","en\u002Fstatistics-for-insurance\u002F02-chain-ladder\u002F01-basic-chain",{"title":846,"path":847,"stem":848},"Frequency–Severity Reserving","\u002Fen\u002Fstatistics-for-insurance\u002F02-chain-ladder\u002F02-average-per-claim","en\u002Fstatistics-for-insurance\u002F02-chain-ladder\u002F02-average-per-claim",{"title":850,"path":851,"stem":852},"Bornhuetter–Ferguson Method","\u002Fen\u002Fstatistics-for-insurance\u002F02-chain-ladder\u002F03-b-f-method","en\u002Fstatistics-for-insurance\u002F02-chain-ladder\u002F03-b-f-method",{"title":854,"path":855,"stem":856},"Uncertainty and Diagnostics","\u002Fen\u002Fstatistics-for-insurance\u002F02-chain-ladder\u002F04-uncertainty-diagnostics","en\u002Fstatistics-for-insurance\u002F02-chain-ladder\u002F04-uncertainty-diagnostics",{"title":858,"path":859,"stem":860,"children":861,"page":-1},"Frequency and Severity Models","\u002Fen\u002Fstatistics-for-insurance\u002F03-common-dist","en\u002Fstatistics-for-insurance\u002F03-common-dist\u002Findex",[862,863,867,871,875,879],{"title":858,"path":859,"stem":860},{"title":864,"path":865,"stem":866},"Core Severity Models","\u002Fen\u002Fstatistics-for-insurance\u002F03-common-dist\u002F01-loss-dist","en\u002Fstatistics-for-insurance\u002F03-common-dist\u002F01-loss-dist",{"title":868,"path":869,"stem":870},"Tail Models and Extreme Values","\u002Fen\u002Fstatistics-for-insurance\u002F03-common-dist\u002F02-more-dist","en\u002Fstatistics-for-insurance\u002F03-common-dist\u002F02-more-dist",{"title":872,"path":873,"stem":874},"Claim Count Models","\u002Fen\u002Fstatistics-for-insurance\u002F03-common-dist\u002F03-case-dist","en\u002Fstatistics-for-insurance\u002F03-common-dist\u002F03-case-dist",{"title":876,"path":877,"stem":878},"Fitting and Validating Loss 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Laboratory","\u002Fen\u002Ftime-series\u002F07-r-implementation","en\u002Ftime-series\u002F07-r-implementation\u002Findex",[999,1000,1004,1008,1012],{"title":995,"path":996,"stem":997},{"title":1001,"path":1002,"stem":1003},"R Matrix Lab 1 — Covariance Geometry","\u002Fen\u002Ftime-series\u002F07-r-implementation\u002F01-covariance-matrices","en\u002Ftime-series\u002F07-r-implementation\u002F01-covariance-matrices",{"title":1005,"path":1006,"stem":1007},"R Matrix Lab 2 — AR Recursions and Yule–Walker Equations","\u002Fen\u002Ftime-series\u002F07-r-implementation\u002F02-ar-recursions","en\u002Ftime-series\u002F07-r-implementation\u002F02-ar-recursions",{"title":1009,"path":1010,"stem":1011},"R Matrix Lab 3 — Prediction and Gaussian Likelihood","\u002Fen\u002Ftime-series\u002F07-r-implementation\u002F03-prediction-likelihood","en\u002Ftime-series\u002F07-r-implementation\u002F03-prediction-likelihood",{"title":1013,"path":1014,"stem":1015},"R Matrix Lab 4 — State Space and Kalman Filtering","\u002Fen\u002Ftime-series\u002F07-r-implementation\u002F04-state-space","en\u002Ftime-series\u002F07-r-implementation\u002F04-state-space",{"title":1017,"path":1018,"stem":1019,"children":1020,"page":-1},"Optional Python Appendix — Empirical Forecasting","\u002Fen\u002Ftime-series\u002F08-python-implementation","en\u002Ftime-series\u002F08-python-implementation\u002Findex",[1021,1022,1026,1030,1034],{"title":1017,"path":1018,"stem":1019},{"title":1023,"path":1024,"stem":1025},"Optional Python Lab 1 — Explore Before Modeling","\u002Fen\u002Ftime-series\u002F08-python-implementation\u002F01-exploration","en\u002Ftime-series\u002F08-python-implementation\u002F01-exploration",{"title":1027,"path":1028,"stem":1029},"Optional Python Lab 2 — Diagnose Stationarity","\u002Fen\u002Ftime-series\u002F08-python-implementation\u002F02-stationarity","en\u002Ftime-series\u002F08-python-implementation\u002F02-stationarity",{"title":1031,"path":1032,"stem":1033},"Optional Python Lab 3 — Fit and Audit ARMA Errors","\u002Fen\u002Ftime-series\u002F08-python-implementation\u002F03-arma-fitting","en\u002Ftime-series\u002F08-python-implementation\u002F03-arma-fitting",{"title":1035,"path":1036,"stem":1037},"Optional Python Lab 4 — Forecast, Backtest, and Monitor","\u002Fen\u002Ftime-series\u002F08-python-implementation\u002F04-forecasting","en\u002Ftime-series\u002F08-python-implementation\u002F04-forecasting",{"title":1039,"path":1040,"stem":1041,"children":1042,"page":-1},"Zh","\u002Fzh","zh",[1043,1045,1063,1247,1323,1365,1421,1467,1543,1625,1633,1731],{"title":10,"path":1040,"stem":1044},"zh\u002Findex",{"title":1046,"path":1047,"stem":1048,"children":1049,"page":-1},"学术写作与文献综述","\u002Fzh\u002Facademic-writing","zh\u002Facademic-writing\u002Findex",[1050,1051,1055,1059],{"title":1046,"path":1047,"stem":1048},{"title":1052,"path":1053,"stem":1054},"4. 文献综述的构建与写作","\u002Fzh\u002Facademic-writing\u002F04-writing-the-literature-review","zh\u002Facademic-writing\u002F04-writing-the-literature-review",{"title":1056,"path":1057,"stem":1058},"8. 文献综述清单与模板","\u002Fzh\u002Facademic-writing\u002F08-literature-review-checklist-and-template","zh\u002Facademic-writing\u002F08-literature-review-checklist-and-template",{"title":1060,"path":1061,"stem":1062},"10. 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与重抽样","\u002Fzh\u002Fprob-and-stats\u002F02-statistics\u002F07-bootstrap","zh\u002Fprob-and-stats\u002F02-statistics\u002F07-bootstrap\u002Findex",[1726],{"title":1722,"path":1723,"stem":1724},{"title":1728,"path":1729,"stem":1730},"第十三章：前沿文献与现代统计案例（2023—2026）","\u002Fzh\u002Fprob-and-stats\u002F03-frontier-literature-2026","zh\u002Fprob-and-stats\u002F03-frontier-literature-2026",{"title":1732,"path":1733,"stem":1734,"children":1735,"page":249},"Quant","\u002Fzh\u002Fquant","zh\u002Fquant",[1736,1742,1746,1750,1754,1758,1762,1766,1770,1774,1778],{"title":1737,"path":1738,"stem":1739,"children":1740},"量化投资——从可检验信号到可执行组合","\u002Fzh\u002Fquant\u002F00-index","zh\u002Fquant\u002F00-index",[1741],{"title":1737,"path":1738,"stem":1739},{"title":1743,"path":1744,"stem":1745},"数据获取与预处理","\u002Fzh\u002Fquant\u002F01-research-data","zh\u002Fquant\u002F01-research-data",{"title":1747,"path":1748,"stem":1749},"因子与交易信号","\u002Fzh\u002Fquant\u002F02-factor-and-signals","zh\u002Fquant\u002F02-factor-and-signals",{"title":1751,"path":1752,"stem":1753},"策略建模与回测","\u002Fzh\u002Fquant\u002F03-modeling-and-backtest","zh\u002Fquant\u002F03-modeling-and-backtest",{"title":1755,"path":1756,"stem":1757},"组合构建与风险建模（资产定价视角）","\u002Fzh\u002Fquant\u002F04-portfolio-and-risk","zh\u002Fquant\u002F04-portfolio-and-risk",{"title":1759,"path":1760,"stem":1761},"执行策略与市场微结构概览","\u002Fzh\u002Fquant\u002F05-execution-and-microstructure","zh\u002Fquant\u002F05-execution-and-microstructure",{"title":1763,"path":1764,"stem":1765},"策略上线、监控与迭代","\u002Fzh\u002Fquant\u002F06-production-and-monitoring","zh\u002Fquant\u002F06-production-and-monitoring",{"title":1767,"path":1768,"stem":1769},"量化工程与工具链概览","\u002Fzh\u002Fquant\u002F07-engineering-stack","zh\u002Fquant\u002F07-engineering-stack",{"title":1771,"path":1772,"stem":1773},"计量方法与实证检验","\u002Fzh\u002Fquant\u002F08-econometric-methods","zh\u002Fquant\u002F08-econometric-methods",{"title":1775,"path":1776,"stem":1777},"案例研究：多因子股票 Alpha 策略全流程","\u002Fzh\u002Fquant\u002F09-case-study","zh\u002Fquant\u002F09-case-study",{"title":1779,"path":1780,"stem":1781},"量化投资文献与软件图谱","\u002Fzh\u002Fquant\u002F10-reading-software-map","zh\u002Fquant\u002F10-reading-software-map",null,{"id":1784,"title":1060,"body":1785,"description":3201,"extension":3202,"features":1782,"hero":1782,"layout":1782,"locale":1782,"meta":3203,"navigation":1782,"path":1061,"published":3204,"seo":3205,"stem":1062,"__hash__":3206},"docs\u002Fzh\u002Facademic-writing\u002F10-从分块结构到问题链-文献综述示例.md",{"type":1786,"value":1787,"toc":3128},"minimark",[1788,1792,1796,1799,1812,1820,1824,1827,1844,1847,1864,1867,1870,1878,1881,1892,1896,1899,1911,1914,1918,1976,1979,1997,2000,2003,2017,2020,2023,2037,2044,2047,2050,2071,2074,2088,2091,2094,2111,2114,2121,2124,2141,2144,2161,2164,2168,2171,2183,2186,2189,2192,2203,2206,2209,2223,2227,2236,2239,2253,2257,2260,2268,2271,2275,2277,2282,2285,2288,2291,2305,2308,2310,2324,2327,2333,2336,2350,2354,2357,2365,2368,2372,2374,2379,2382,2385,2388,2391,2393,2407,2410,2416,2419,2433,2437,2439,2444,2447,2450,2453,2464,2467,2469,2483,2486,2492,2495,2509,2513,2515,2520,2523,2526,2529,2540,2543,2545,2566,2569,2575,2578,2592,2596,2599,2613,2616,2619,2622,2625,2639,2642,2645,2648,2665,2668,2671,2674,2688,2691,2694,2698,2701,2706,2709,2713,2716,2723,2727,2730,2734,2737,2751,2754,2762,2765,2769,2772,2777,2780,2784,2787,2790,2793,2796,2802,2806,2813,2817,2820,2837,2840,2848,2852,2855,2862,2865,2872,2875,2879,2882,2885,2893,2897,2900,2911,2914,2918,2921,2928,2931,2934,2941,2944,2947,2950,2967,2970,2973,2987,2990,2993,2996,3008,3011,3027,3030,3033,3038,3041,3046,3049,3054,3057,3062,3065,3068,3071,3088,3091,3098,3101,3116,3119,3122,3125],[1789,1790,1060],"h1",{"id":1791},"_10-从分块结构到问题链文献综述示例",[1793,1794,1795],"p",{},"这一篇是给已经理解了文献综述基本逻辑、但在真正动手写提纲时仍然容易卡住的学生准备的。",[1793,1797,1798],{},"他们常见的状态是：",[1800,1801,1802,1806,1809],"ul",{},[1803,1804,1805],"li",{},"我知道我的 topic 是什么",[1803,1807,1808],{},"我也知道几个主要变量",[1803,1810,1811],{},"但一写提纲，就还是像几个部分并排摆着",[1793,1813,1814,1815,1819],{},"为了让这个问题更具体，这一篇用一个",[1816,1817,1818],"strong",{},"相对冷门的 business management 题目","，一步步演示那五个关键问题到底怎么工作。",[1821,1822,1823],"h2",{"id":1823},"学习目标",[1793,1825,1826],{},"学完这个示例，你应该能够：",[1800,1828,1829,1832,1835,1838,1841],{},[1803,1830,1831],{},"解释为什么分块结构适合前期整理，但不适合作为最终 LR 主线",[1803,1833,1834],{},"找出一个关系型题目里的核心关系",[1803,1836,1837],{},"把平铺式 section title 改写成有递进关系的问题",[1803,1839,1840],{},"判断 context 是背景信息，还是会改变关系本身的 boundary condition",[1803,1842,1843],{},"把一个普通提纲改成能推出 gap 的 question chain",[1821,1845,1846],{"id":1846},"核心原则",[1800,1848,1849,1852,1855,1858,1861],{},[1803,1850,1851],{},"分块结构帮你收材料，问题链帮你写论证。",[1803,1853,1854],{},"最终文献综述不能只回答“我有哪些材料”，还要回答“读者为什么要按这个顺序读”。",[1803,1856,1857],{},"核心关系出现得太晚，文献综述就容易散。",[1803,1859,1860],{},"如果 context 会改变机制、证据或结果，它就必须进入主线。",[1803,1862,1863],{},"gap 如果第一页就能写出来，说明前面的综述还没有真正发挥作用。",[1821,1865,1866],{"id":1866},"例子题目",[1793,1868,1869],{},"我们用这个题目：",[1800,1871,1872],{},[1803,1873,1874,1877],{},[1816,1875,1876],{},"Paper question",": How does reverse mentoring influence digital transformation readiness in family-owned manufacturing SMEs?",[1793,1879,1880],{},"这个例子适合教学，因为它：",[1800,1882,1883,1886,1889],{},[1803,1884,1885],{},"比 ESG、TikTok、leadership-performance 这些热门题目冷门一些",[1803,1887,1888],{},"但又足够清楚，学生容易理解",[1803,1890,1891],{},"同时很适合展示“关系型文献综述结构”",[1821,1893,1895],{"id":1894},"应该先从分块结构开始还是直接从问题链开始","应该先从分块结构开始，还是直接从问题链开始？",[1793,1897,1898],{},"对于大多数课程作业学生来说，更稳的答案通常是：",[1800,1900,1901,1906],{},[1803,1902,1903],{},[1816,1904,1905],{},"先用 block structure 做前期整理",[1803,1907,1908],{},[1816,1909,1910],{},"再用 question chain 完成最终写作",[1793,1912,1913],{},"这不是折中，而是两种结构各自负责不同的任务。",[1915,1916,1917],"h3",{"id":1917},"两种结构分别适合做什么",[1919,1920,1921,1940],"table",{},[1922,1923,1924],"thead",{},[1925,1926,1927,1931,1934,1937],"tr",{},[1928,1929,1930],"th",{},"结构",[1928,1932,1933],{},"主要用途",[1928,1935,1936],{},"它帮助学生完成什么",[1928,1938,1939],{},"如果直接拿来做最终版 LR，最大的风险是什么",[1941,1942,1943,1960],"tbody",{},[1925,1944,1945,1951,1954,1957],{},[1946,1947,1948],"td",{},[1816,1949,1950],{},"block structure",[1946,1952,1953],{},"前期 planning",[1946,1955,1956],{},"整理阅读、发现缺口、降低起步难度、先看清有哪些材料",[1946,1958,1959],{},"各部分容易并排摆放，没有真正推进主线",[1925,1961,1962,1967,1970,1973],{},[1946,1963,1964],{},[1816,1965,1966],{},"question chain",[1946,1968,1969],{},"最终结构与写作",[1946,1971,1972],{},"建立 section 之间的推进关系，让 gap 被一步步推出来",[1946,1974,1975],{},"如果学生对文献还不够熟，容易写出“很像有逻辑、但其实很空”的 outline",[1793,1977,1978],{},"也可以把两者的区别记成一句更简单的话：",[1800,1980,1981,1990],{},[1803,1982,1983,1985,1986],{},[1816,1984,1950],{}," 回答的是：",[1987,1988,1989],"code",{},"我手上有哪些材料？",[1803,1991,1992,1985,1994],{},[1816,1993,1966],{},[1987,1995,1996],{},"读者接下来必须理解什么？",[1915,1998,1999],{"id":1999},"什么情况下适合先用分块结构",[1793,2001,2002],{},"分块结构特别适合下面这些情况：",[1800,2004,2005,2008,2011,2014],{},[1803,2006,2007],{},"学生还在 reading 和 note-taking 阶段",[1803,2009,2010],{},"只有 broad topic，还没有很清楚的 argument",[1803,2012,2013],{},"刚开始学 literature review 写作",[1803,2015,2016],{},"能列出几个 theme，但还说不清它们之间为什么是这个顺序",[1915,2018,2019],{"id":2019},"什么情况下可以更早进入问题链",[1793,2021,2022],{},"有些学生可以更早进入 question chain，但通常要满足几个条件：",[1800,2024,2025,2028,2031,2034],{},[1803,2026,2027],{},"paper question 已经比较明确",[1803,2029,2030],{},"已经读到足够多的文献，能看出 relationship、mechanism 和 context",[1803,2032,2033],{},"能分清 direct evidence 和 adjacent literature",[1803,2035,2036],{},"不只是会写 section title，而是已经能写出 transition",[1793,2038,2039,2040,2043],{},"即使如此，大多数写作者在笔记阶段也还是会先经历一个",[1816,2041,2042],{},"隐性的分块阶段","，只是速度更快。",[1915,2045,2046],{"id":2046},"一个更适合教学的操作顺序",[1793,2048,2049],{},"如果你是在教学生写 literature review，更稳的顺序通常是：",[2051,2052,2053,2056,2059,2062,2065,2068],"ol",{},[1803,2054,2055],{},"先让学生根据初步阅读列出 block outline",[1803,2057,2058],{},"再问每一个 block 实际上在 paper question 中承担什么任务",[1803,2060,2061],{},"把每一个有效的 block 改写成问题或 claim",[1803,2063,2064],{},"删掉或合并那些不直接推动核心关系的 block",[1803,2066,2067],{},"再按“前一个问题如何自然引出后一个问题”的顺序重排",[1803,2069,2070],{},"最终按 question chain 写出正式的 LR",[1793,2072,2073],{},"这样可以避免两种常见失败：",[1800,2075,2076,2082],{},[1803,2077,2078,2081],{},[1816,2079,2080],{},"只停留在分块结构","：写出来像文献分类总结",[1803,2083,2084,2087],{},[1816,2085,2086],{},"太早要求问题链","：提纲听起来很高级，但没有文献支撑",[1821,2089,2090],{"id":2090},"五个关键问题",[1793,2092,2093],{},"一个更稳的文献综述，不应该只是：",[2051,2095,2096,2099,2102,2105,2108],{},[1803,2097,2098],{},"X",[1803,2100,2101],{},"Y",[1803,2103,2104],{},"X 影响 Y",[1803,2106,2107],{},"Z",[1803,2109,2110],{},"gap",[1793,2112,2113],{},"它更应该被理解成五个连续的问题。",[1793,2115,2116,2117,2120],{},"更重要的是，",[1816,2118,2119],{},"context 不应该只在后面才第一次出现","。在更强的 literature review 里，context 会更早介入：它会影响为什么这个问题值得研究、概念在这里怎么理解、已有证据能不能直接搬过来，最后才再被集中展开成一个 boundary condition 的分析。",[1793,2122,2123],{},"所以更稳的一版 question chain 往往会更像：",[2051,2125,2126,2129,2132,2135,2138],{},[1803,2127,2128],{},"为什么这个关系在这个情境里值得研究？",[1803,2130,2131],{},"核心概念在这里到底是什么意思，它们在这个情境中有没有特殊性？",[1803,2133,2134],{},"现有文献如何看待这个关系，而这些证据在多大程度上适用于这个情境？",[1803,2136,2137],{},"这个关系为什么会发生，而这个情境又会如何强化、削弱或改变它？",[1803,2139,2140],{},"在前面这些都考虑之后，关于这个情境中的这个关系，还缺什么解释或证据？",[1793,2142,2143],{},"这通常会比下面这种更简化的链条更强：",[2051,2145,2146,2149,2152,2155,2158],{},[1803,2147,2148],{},"在这篇研究里，关键概念到底是什么意思？",[1803,2150,2151],{},"现有文献对这个核心关系已经说了什么？",[1803,2153,2154],{},"这个关系为什么会发生？",[1803,2156,2157],{},"为什么这个关系在这个情境里可能不同？",[1803,2159,2160],{},"在考虑完前面这些之后，还缺什么解释或证据？",[1793,2162,2163],{},"下面每一个问题都分别展开。",[1821,2165,2167],{"id":2166},"问题-1关键概念在这篇研究里到底是什么意思","问题 1：关键概念在这篇研究里到底是什么意思？",[1793,2169,2170],{},"在这个例子里，它变成：",[1800,2172,2173],{},[1803,2174,2175,2178,2179,2182],{},[1987,2176,2177],{},"reverse mentoring"," 和 ",[1987,2180,2181],{},"digital transformation readiness"," 在这篇研究里分别指什么？",[1915,2184,2185],{"id":2185},"为什么这一部分必须写",[1793,2187,2188],{},"学生常常很快进入“影响”“效果”“机制”，但读者此时还不清楚核心概念到底怎么定义。这样后面一旦开始比较文献，很容易出现“看起来都在研究同一个东西，实际上不是”的问题。",[1793,2190,2191],{},"这一部分的作用是让读者先明白：",[1800,2193,2194,2197,2200],{},[1803,2195,2196],{},"关键概念怎么定义",[1803,2198,2199],{},"文献通常怎么测量它们",[1803,2201,2202],{},"它们与相近概念有什么区别",[1915,2204,2205],{"id":2205},"这一部分容易出现什么问题",[1793,2207,2208],{},"常见问题：",[1800,2210,2211,2214,2217,2220],{},[1803,2212,2213],{},"写成词典式定义",[1803,2215,2216],{},"其中一个概念讲很多，另一个概念几乎不解释",[1803,2218,2219],{},"把相近概念混用",[1803,2221,2222],{},"这一节写得太长，导致文献综述迟迟进不到关系本身",[1915,2224,2226],{"id":2225},"如果要写可能会是什么样子","如果要写，可能会是什么样子",[2228,2229,2234],"pre",{"className":2230,"code":2232,"language":2233,"meta":10},[2231],"language-text","Reverse mentoring 通常指的是一种发展性关系，在其中，较年轻或更具数字经验的员工反过来支持资深员工的学习。它与传统 mentoring 的关键区别在于知识和经验流动的方向被反转。Digital transformation readiness 则不只是“企业有没有上数字系统”，而更强调组织是否具备接受、协调和落实数字转型所需的能力、意愿与一致性。\n","text",[1987,2235,2232],{"__ignoreMap":10},[1915,2237,2238],{"id":2238},"写这一部分时要考虑什么",[1800,2240,2241,2244,2247,2250],{},[1803,2242,2243],{},"哪个概念最容易被误解？",[1803,2245,2246],{},"哪个概念最需要 measurement clarification？",[1803,2248,2249],{},"哪些相近概念必须先分开？",[1803,2251,2252],{},"解释到什么程度就够了，不能拖太长？",[1915,2254,2256],{"id":2255},"在这一部分context-其实已经开始进入","在这一部分，context 其实已经开始进入",[1793,2258,2259],{},"即使是在概念部分，context 也可能已经重要起来。对这个例子来说，学生应该继续追问：",[1800,2261,2262,2265],{},[1803,2263,2264],{},"reverse mentoring 在 family-owned firms 中，是否和在大型企业中的表现方式不同？",[1803,2266,2267],{},"digital transformation readiness 在 manufacturing SMEs 中，是否和在大型服务企业里是同一个意思？",[1793,2269,2270],{},"这也是为什么 context 不能被理解成最后才补上的一节。它可能从概念定义开始，就已经影响整条主线。",[1821,2272,2274],{"id":2273},"问题-2现有文献对这个核心关系已经说了什么","问题 2：现有文献对这个核心关系已经说了什么？",[1793,2276,2170],{},[1800,2278,2279],{},[1803,2280,2281],{},"文献目前如何看待 reverse mentoring 和 digital transformation readiness 之间的关系？",[1915,2283,2185],{"id":2284},"为什么这一部分必须写-1",[1793,2286,2287],{},"这一步是文献综述真正开始像文献综述的地方。你不是在分别介绍两个概念，而是在回答：文献是否已经表明它们之间存在某种关系。",[1793,2289,2290],{},"这一部分应该开始回答：",[1800,2292,2293,2296,2299,2302],{},[1803,2294,2295],{},"文献总体上支持这个关系吗？",[1803,2297,2298],{},"支持到什么程度？",[1803,2300,2301],{},"哪些地方一致，哪些地方分歧？",[1803,2303,2304],{},"证据是直接的还是间接的？",[1915,2306,2205],{"id":2307},"这一部分容易出现什么问题-1",[1793,2309,2208],{},[1800,2311,2312,2315,2318,2321],{},[1803,2313,2314],{},"写成 digital transformation 的大背景综述",[1803,2316,2317],{},"讲了很多 mentoring 文献，但和 outcome 无关",[1803,2319,2320],{},"把间接证据写得像直接证据",[1803,2322,2323],{},"为了让结构显得整齐，故意不写分歧",[1915,2325,2226],{"id":2326},"如果要写可能会是什么样子-1",[2228,2328,2331],{"className":2329,"code":2330,"language":2233,"meta":10},[2231],"直接研究 reverse mentoring 与 digital transformation readiness 之间关系的文献仍然较少。不过，相邻文献表明，reverse mentoring 可能增强数字信心、跨代学习以及对新工作方式的开放性，而这些都与组织的数字转型准备程度有关。与此同时，这一证据并不均衡，因为很多研究集中在大型企业或领导力发展，而不是中小制造企业中的组织 readiness。\n",[1987,2332,2330],{"__ignoreMap":10},[1915,2334,2238],{"id":2335},"写这一部分时要考虑什么-1",[1800,2337,2338,2341,2344,2347],{},[1803,2339,2340],{},"现有文献是直接研究这个关系，还是只提供间接支持？",[1803,2342,2343],{},"我能下多强的判断？",[1803,2345,2346],{},"哪些发现是比较稳定的？",[1803,2348,2349],{},"哪些地方其实证据比题目看起来要弱？",[1915,2351,2353],{"id":2352},"在这一部分context-也已经进入证据判断","在这一部分，context 也已经进入“证据判断”",[1793,2355,2356],{},"关系证据这一部分，不只是回顾结果，也要开始判断证据能不能迁移。学生要继续问：",[1800,2358,2359,2362],{},[1803,2360,2361],{},"现有证据是不是主要来自大型企业、西方企业，或非家族企业？",[1803,2363,2364],{},"如果是，这些发现到底能在多大程度上被带入 family-owned manufacturing SMEs？",[1793,2366,2367],{},"这说明 context 并不是等到后面的 section 才进入。它已经开始影响你如何判断 relationship evidence。",[1821,2369,2371],{"id":2370},"问题-3这个关系为什么会发生","问题 3：这个关系为什么会发生？",[1793,2373,2170],{},[1800,2375,2376],{},[1803,2377,2378],{},"为什么 reverse mentoring 可能会提升 digital transformation readiness？",[1915,2380,2185],{"id":2381},"为什么这一部分必须写-2",[1793,2383,2384],{},"如果没有机制，文献综述就很容易变成一串结果摘要。机制部分的作用，是给关系本身增加解释深度。",[1793,2386,2387],{},"理论常常会在这里进入，但重点不是“套一个理论名字”，而是把过程讲清楚。",[1915,2389,2205],{"id":2390},"这一部分容易出现什么问题-2",[1793,2392,2208],{},[1800,2394,2395,2398,2401,2404],{},[1803,2396,2397],{},"提了理论名词，但没有真正使用",[1803,2399,2400],{},"一口气列出很多机制，却没有决定哪个最重要",[1803,2402,2403],{},"把机制写得像常识，不真正解释",[1803,2405,2406],{},"在证据还不够强时，把关系写成确定因果",[1915,2408,2226],{"id":2409},"如果要写可能会是什么样子-2",[2228,2411,2414],{"className":2412,"code":2413,"language":2233,"meta":10},[2231],"一个合理的解释是，reverse mentoring 降低了不同代际之间的知识不对称，并增强了资深决策者面对数字变革时的理解与信心。它也可能通过把数字学习重塑为一种合作过程，而不是威胁性的能力比较，来提高组织对新技术的开放性。通过这些机制，reverse mentoring 可能不仅促进数字技能积累，也可能提升更广义的组织转型 readiness。\n",[1987,2415,2413],{"__ignoreMap":10},[1915,2417,2238],{"id":2418},"写这一部分时要考虑什么-2",[1800,2420,2421,2424,2427,2430],{},[1803,2422,2423],{},"哪一条 explanatory path 最有说服力？",[1803,2425,2426],{},"哪个机制是主机制，哪些只是补充？",[1803,2428,2429],{},"文献是否直接支持这个机制？",[1803,2431,2432],{},"我是需要一个理论、几个机制，还是更轻一点的解释？",[1821,2434,2436],{"id":2435},"问题-4为什么这个关系在这个情境里可能不同","问题 4：为什么这个关系在这个情境里可能不同？",[1793,2438,2170],{},[1800,2440,2441],{},[1803,2442,2443],{},"为什么 reverse mentoring 对 digital transformation readiness 的影响，在 family-owned manufacturing SMEs 中可能不同？",[1915,2445,2185],{"id":2446},"为什么这一部分必须写-3",[1793,2448,2449],{},"这一部分可以防止文献综述变成“一个普遍理论 + 最后随手加一个案例”。\n在很多论文里，context 不是装饰，而是会改变关系本身。",[1793,2451,2452],{},"这一部分帮助文献综述回答：",[1800,2454,2455,2458,2461],{},[1803,2456,2457],{},"为什么这个 setting 重要",[1803,2459,2460],{},"哪些 boundary condition 会改变效果",[1803,2462,2463],{},"为什么别的情境里的证据不能直接搬过来",[1915,2465,2205],{"id":2466},"这一部分容易出现什么问题-3",[1793,2468,2208],{},[1800,2470,2471,2474,2477,2480],{},[1803,2472,2473],{},"context 放到最后才提",[1803,2475,2476],{},"写成行业背景介绍，而不是 context-specific literature review",[1803,2478,2479],{},"口头上说 context 重要，但没有说明“到底怎么重要”",[1803,2481,2482],{},"描述了 case，却没有把它和 mechanism 连起来",[1915,2484,2226],{"id":2485},"如果要写可能会是什么样子-3",[2228,2487,2490],{"className":2488,"code":2489,"language":2233,"meta":10},[2231],"在 family-owned manufacturing SMEs 中，这个关系可能更复杂，因为权威结构、代际继承关系以及非正式决策方式都会影响年轻员工对资深管理者的影响力。在这类企业中，如果跨代学习被视为有助于家族控制与组织延续，reverse mentoring 可能促进数字 readiness；但如果角色反转被理解为对既有等级秩序的挑战，它也可能受到抵制。\n",[1987,2491,2489],{"__ignoreMap":10},[1915,2493,2238],{"id":2494},"写这一部分时要考虑什么-3",[1800,2496,2497,2500,2503,2506],{},[1803,2498,2499],{},"context 改变的是机制、结果，还是两者都改变？",[1803,2501,2502],{},"这个 setting 和主流研究 setting 相比，真正不同的地方在哪里？",[1803,2504,2505],{},"哪些 contextual features 和 paper question 真正相关？",[1803,2507,2508],{},"我是在 review context literature，还是只是在描述背景？",[1821,2510,2512],{"id":2511},"问题-5在前面这些都考虑之后还缺什么","问题 5：在前面这些都考虑之后，还缺什么？",[1793,2514,2170],{},[1800,2516,2517],{},[1803,2518,2519],{},"在定义了概念、回顾了关系、解释了机制、考虑了情境之后，文献还缺什么？",[1915,2521,2185],{"id":2522},"为什么这一部分必须写-4",[1793,2524,2525],{},"gap 不应该像一个突然加上的结尾句。它应该像前面几部分一步步推出来的结果。",[1793,2527,2528],{},"好的 gap 至少会告诉读者：",[1800,2530,2531,2534,2537],{},[1803,2532,2533],{},"文献已经做到了什么",[1803,2535,2536],{},"哪一块仍然弱、碎、间接或缺失",[1803,2538,2539],{},"为什么这正好引出这篇论文",[1915,2541,2205],{"id":2542},"这一部分容易出现什么问题-4",[1793,2544,2208],{},[1800,2546,2547,2553,2560,2563],{},[1803,2548,2549,2550],{},"只会写 ",[1987,2551,2552],{},"there is limited research",[1803,2554,2555,2556,2559],{},"用 ",[1987,2557,2558],{},"no one has studied this","，但其实并不准确",[1803,2561,2562],{},"gap 太大",[1803,2564,2565],{},"gap 和论文实际能做的事不匹配",[1915,2567,2226],{"id":2568},"如果要写可能会是什么样子-4",[2228,2570,2573],{"className":2571,"code":2572,"language":2233,"meta":10},[2231],"综合来看，现有文献表明 reverse mentoring 可能支持数字学习与变革开放性，但这些作用在多大程度上能转化为 family-owned manufacturing SMEs 中的数字转型 readiness，仍然不够清楚。现有证据分散在 mentoring、digital change 与 family-firm 文献之间，而跨代学习与家族权威结构之间的相互作用仍缺少直接解释。\n",[1987,2574,2572],{"__ignoreMap":10},[1915,2576,2238],{"id":2577},"写这一部分时要考虑什么-4",[1800,2579,2580,2583,2586,2589],{},[1803,2581,2582],{},"gap 是否足够具体？",[1803,2584,2585],{},"它是否是从前文推出来的？",[1803,2587,2588],{},"我的研究真的能回答它吗？",[1803,2590,2591],{},"这个 gap 是缺 context、缺 explanation，还是 evidence base 太弱？",[1821,2593,2595],{"id":2594},"从分块结构到问题链","从“分块结构”到“问题链”",[1793,2597,2598],{},"很多学生一开始会列出这样的分块提纲：",[2051,2600,2601,2603,2605,2608,2611],{},[1803,2602,2177],{},[1803,2604,2181],{},[1803,2606,2607],{},"reverse mentoring and digital transformation",[1803,2609,2610],{},"family-owned manufacturing SMEs",[1803,2612,2110],{},[1793,2614,2615],{},"这种提纲不是完全没用，但它还不是一个强的 literature review structure。",[1915,2617,2618],{"id":2618},"为什么分块结构会显得平",[1793,2620,2621],{},"因为这些部分只是并排摆着，而没有真的推动论证。",[1793,2623,2624],{},"在这种平铺式结构里：",[1800,2626,2627,2630,2633,2636],{},[1803,2628,2629],{},"Section 1 不会自然引出 Section 2",[1803,2631,2632],{},"Section 2 不会自然引出 Section 3",[1803,2634,2635],{},"context 往往来得太晚",[1803,2637,2638],{},"gap 看起来像最后硬加上去",[1915,2640,2641],{"id":2641},"把分块结构改成问题链",[1793,2643,2644],{},"如果 context 很重要，就不要把分块结构改写成一种“context 只在最后出现一次”的链条。",[1793,2646,2647],{},"同一个题目，更强的 outline 可以变成：",[2051,2649,2650,2653,2656,2659,2662],{},[1803,2651,2652],{},"为什么 reverse mentoring 和 digital transformation readiness 这个关系，值得放在 family-owned manufacturing SMEs 中研究？",[1803,2654,2655],{},"reverse mentoring 和 digital transformation readiness 在这里分别指什么，它们在这个 setting 中有没有特殊性？",[1803,2657,2658],{},"文献目前如何看待它们之间的关系，而这些证据在多大程度上适用于这个 setting？",[1803,2660,2661],{},"为什么这种关系可能存在，而 family ownership 和 manufacturing conditions 又会如何改变这个过程？",[1803,2663,2664],{},"在考虑这些之后，关于 family-owned manufacturing SMEs 中的这个关系，还缺少什么解释或证据？",[1793,2666,2667],{},"这会更强，因为每一个问题都在为下一个问题铺路，而且 context 是贯穿整条链的，而不是最后才被提出来。",[1915,2669,2670],{"id":2670},"分块结构仍然有什么价值",[1793,2672,2673],{},"分块结构并不是没用。它常常能帮助学生更早发现：",[1800,2675,2676,2679,2682,2685],{},[1803,2677,2678],{},"哪个概念其实还没有定义清楚",[1803,2680,2681],{},"relationship evidence 到底是 direct 还是 indirect",[1803,2683,2684],{},"mechanism 和 context 有没有被混在一起",[1803,2686,2687],{},"自己写出来的 gap 是不是太早、太大，或者还没有根据",[1793,2689,2690],{},"所以目标不是禁止分块，而是不要让分块结构直接变成最后的写作结构。",[1821,2692,2693],{"id":2693},"如何一步步把分块结构改造成问题链",[1915,2695,2697],{"id":2696},"第一步先找出核心关系","第一步：先找出核心关系",[1793,2699,2700],{},"先问：",[1800,2702,2703],{},[1803,2704,2705],{},"这篇论文真正要解释的关系是什么？",[1793,2707,2708],{},"凡是不帮助解释这个关系的部分，都应该缩短、合并，或者移出主线。",[1915,2710,2712],{"id":2711},"第二步问读者必须先知道什么","第二步：问读者必须先知道什么",[1793,2714,2715],{},"在讨论关系之前，读者必须先理解什么？",[1793,2717,2718,2719,2722],{},"这通常就会生成你的 ",[1816,2720,2721],{},"construct clarification"," 部分。",[1915,2724,2726],{"id":2725},"第三步尽快把关系本身拉到前面","第三步：尽快把“关系本身”拉到前面",[1793,2728,2729],{},"不要拖太久才开始讲关系。如果读者读了三页，还没看到核心关系，文献综述通常就会显得发散。",[1915,2731,2733],{"id":2732},"第四步把有趣的因素改写成解释性问题","第四步：把“有趣的因素”改写成解释性问题",[1793,2735,2736],{},"如果学生手上有一串主题词：",[1800,2738,2739,2742,2745,2748],{},[1803,2740,2741],{},"hierarchy",[1803,2743,2744],{},"learning climate",[1803,2746,2747],{},"authority",[1803,2749,2750],{},"family control",[1793,2752,2753],{},"就继续问：",[1800,2755,2756,2759],{},[1803,2757,2758],{},"哪些因素是在解释这个关系为什么成立？",[1803,2760,2761],{},"哪些因素是在解释这个关系为什么会变化？",[1793,2763,2764],{},"这一步常常会把松散的 themes 重新整理成 mechanism 和 context 两部分。",[1915,2766,2768],{"id":2767},"第五步让-context-负责限定而不是装饰","第五步：让 context 负责“限定”，而不是“装饰”",[1793,2770,2771],{},"context 不应该只是“现在我来讲讲我的案例”。\n它真正应该回答的是：",[1800,2773,2774],{},[1803,2775,2776],{},"为什么这个关系在这里可能不同？",[1793,2778,2779],{},"这才会让 context 成为 boundary condition。",[1915,2781,2783],{"id":2782},"第六步让-gap-成为前文推演的结果","第六步：让 gap 成为前文推演的结果",[1793,2785,2786],{},"如果 gap 在文献综述开始前就已经能直接写出来，那说明前面的结构可能还没有真正完成它的工作。",[1793,2788,2789],{},"更强的文献综述，会让 gap 看起来像是不可避免地被推出来的。",[1821,2791,2792],{"id":2792},"可套用模板",[1793,2794,2795],{},"把自己的题目放进下面这张表里：",[2228,2797,2800],{"className":2798,"code":2799,"language":2233,"meta":10},[2231],"我现在的分块提纲:\n1.\n2.\n3.\n4.\n5.\n\n这篇论文真正要解释的核心关系:\n\n最重要的 context \u002F boundary:\n\n问题 1：为什么这个关系值得在这个情境中研究？\n\n问题 2：关键概念在这个研究里分别是什么意思？\n\n问题 3：现有文献对这个关系已经说了什么，这些证据能否迁移到这个情境？\n\n问题 4：这个关系为什么会发生，而这个情境会如何改变它？\n\n问题 5：考虑完前面这些以后，还缺什么解释或证据？\n\n更具体的 gap 句子:\n",[1987,2801,2799],{"__ignoreMap":10},[1821,2803,2805],{"id":2804},"如果学生已经写出了一个分块版初稿应该怎么改","如果学生已经写出了一个分块版初稿，应该怎么改？",[1793,2807,2808,2809,2812],{},"如果学生已经写出了一个按块分开的初稿，不需要推倒重来。更有效的做法通常是 ",[1816,2810,2811],{},"带着功能意识去重读和重组","。",[1915,2814,2816],{"id":2815},"先不要问这段在写什么主题而要问这段在做什么工作","先不要问“这段在写什么主题”，而要问“这段在做什么工作”",[1793,2818,2819],{},"对每一个现有 section，都继续问：",[1800,2821,2822,2825,2828,2831,2834],{},[1803,2823,2824],{},"它是在定义概念吗？",[1803,2826,2827],{},"它是在 review focal relationship 吗？",[1803,2829,2830],{},"它是在解释 mechanism 吗？",[1803,2832,2833],{},"它是在说明 context 为什么重要吗？",[1803,2835,2836],{},"还是它其实只是在提供背景？",[1793,2838,2839],{},"这一步常常会暴露出两个问题：",[1800,2841,2842,2845],{},[1803,2843,2844],{},"有些 section 看起来不同，实际上在做同一种工作",[1803,2846,2847],{},"有些关键工作根本没人做，比如 relationship evidence 很少，背景却很多",[1915,2849,2851],{"id":2850},"把-section-title-改写成问题","把 section title 改写成问题",[1793,2853,2854],{},"比如一个标题如果只是：",[1800,2856,2857],{},[1803,2858,2859],{},[1987,2860,2861],{},"Family-owned manufacturing SMEs",[1793,2863,2864],{},"它通常还太像一个 topic。更强的改写通常是：",[1800,2866,2867],{},[1803,2868,2869],{},[1987,2870,2871],{},"Why might the relationship work differently in family-owned manufacturing SMEs?",[1793,2873,2874],{},"这一改，就会让这一节从“介绍对象”转成“解释为什么这个情境会改变关系”。",[1915,2876,2878],{"id":2877},"检查关系本身是不是出现得太晚","检查“关系本身”是不是出现得太晚",[1793,2880,2881],{},"很多 block-based draft 的问题是，前面花了很长篇幅分别介绍几个概念，但读者迟迟看不到 paper 真正要解释的关系。",[1793,2883,2884],{},"一个实用判断是：",[1800,2886,2887,2890],{},[1803,2888,2889],{},"读者应该在较早的位置就看到 focal relationship",[1803,2891,2892],{},"definitions 的任务是为 relationship 做准备，不是把 relationship 一直往后拖",[1915,2894,2896],{"id":2895},"把-context-拉进解释里而不是放在最后当背景","把 context 拉进解释里，而不是放在最后当背景",[1793,2898,2899],{},"不要只在最后单开一节“我的案例背景”。继续追问：",[1800,2901,2902,2905,2908],{},[1803,2903,2904],{},"这个 contextual feature 会不会改变 mechanism？",[1803,2906,2907],{},"它会不会改变 outcome？",[1803,2909,2910],{},"它会不会解释为什么别的 setting 中的结论不能直接搬过来？",[1793,2912,2913],{},"如果答案是会，那么 context 就应该进入 reasoning，而不只是留在最后一节。",[1915,2915,2917],{"id":2916},"重写-gap让它依赖前文","重写 gap，让它依赖前文",[1793,2919,2920],{},"弱的分块式初稿，最后常常会落到这种 gap：",[1800,2922,2923],{},[1803,2924,2925],{},[1987,2926,2927],{},"There is limited research on family-owned manufacturing SMEs.",[1793,2929,2930],{},"这种 gap 的问题是，它在第一页就能写出来，前文并没有真正把它“推”出来。",[1793,2932,2933],{},"更强的改写会更像：",[1800,2935,2936],{},[1803,2937,2938],{},[1987,2939,2940],{},"Although adjacent studies suggest that reverse mentoring may support digital learning and openness to change, it remains unclear how these mechanisms translate into digital transformation readiness in family-owned manufacturing SMEs, where authority structures may shape both adoption and resistance.",[1793,2942,2943],{},"第二种写法更强，因为它依赖前文已经完成的几步：定义、关系、机制、context。它不是 topic-level gap，而是 review-driven gap。",[1821,2945,2946],{"id":2946},"调整过程中最容易出的问题",[1793,2948,2949],{},"当学生从分块结构调整到 question chain 时，最容易出现这些问题：",[1800,2951,2952,2955,2958,2961,2964],{},[1803,2953,2954],{},"还保留太多分开的概念介绍",[1803,2956,2957],{},"直接从定义跳到 gap，中间没有真正 review relationship",[1803,2959,2960],{},"把 mechanism 和 context 当成可有可无的补充",[1803,2962,2963],{},"把 context section 写成背景介绍",[1803,2965,2966],{},"前面很具体，最后 gap 却很空",[1793,2968,2969],{},"还有一种常见问题是“过度纠正”。有些学生会把每个标题都硬改成问句，但并没有检查这些问句之间是否真的构成递进关系。",[1793,2971,2972],{},"真正的问题链，不是简单地把几个 section title 后面都加上问号，而是：",[1800,2974,2975,2978,2981,2984],{},[1803,2976,2977],{},"Question 1 不解决，Question 2 就站不住",[1803,2979,2980],{},"Question 2 不解决，Question 3 就没有必要",[1803,2982,2983],{},"Question 3 会自然引出为什么要讨论 Question 4",[1803,2985,2986],{},"Question 4 的限制或变化，才会让 Question 5 的 gap 成立",[1793,2988,2989],{},"如果这些问题的顺序可以随便交换，那这条链通常还是弱的。",[1821,2991,2992],{"id":2992},"一个直接对比",[1793,2994,2995],{},"平的分块结构：",[1800,2997,2998,3000,3002,3004,3006],{},[1803,2999,2177],{},[1803,3001,2181],{},[1803,3003,2607],{},[1803,3005,2610],{},[1803,3007,2110],{},[1793,3009,3010],{},"更强的问题链结构：",[1800,3012,3013,3016,3019,3021,3024],{},[1803,3014,3015],{},"关键概念是什么？",[1803,3017,3018],{},"文献对这个关系已经说了什么？",[1803,3020,2154],{},[1803,3022,3023],{},"为什么它会在这个情境中不同？",[1803,3025,3026],{},"还缺什么解释？",[1793,3028,3029],{},"第二种更强，因为它不是在列 topic，而是在引导读者穿过一连串必要的问题。",[1821,3031,3032],{"id":3032},"常见问题",[1793,3034,3035],{},[1816,3036,3037],{},"分块结构是不是就不能用了？",[1793,3039,3040],{},"不是。分块结构很适合前期整理文献，尤其适合刚开始读文献的学生。问题在于，不要把它原封不动当作最终文献综述。",[1793,3042,3043],{},[1816,3044,3045],{},"是不是所有标题都要写成问句？",[1793,3047,3048],{},"不一定。问句是规划工具。正式写作时，标题可以是简洁的短语或判断句，但背后的逻辑必须能回答连续的问题。",[1793,3050,3051],{},[1816,3052,3053],{},"如果我的题目不是 business management，还能用吗？",[1793,3055,3056],{},"可以。只要你的题目是在解释某种关系、机制或过程，就可以借用这套方法。不同学科只是在证据类型和表达习惯上会有差异。",[1793,3058,3059],{},[1816,3060,3061],{},"怎么判断 context 是否值得单独写？",[1793,3063,3064],{},"如果 context 会改变 X 如何影响 Y，或者会影响已有证据能不能迁移，它就值得写；如果只是泛泛背景，就应该缩短。",[1821,3066,3067],{"id":3067},"练习",[1793,3069,3070],{},"请拿自己的文献综述提纲做一次改写：",[2051,3072,3073,3076,3079,3082,3085],{},[1803,3074,3075],{},"写出目前的五个 section title。",[1803,3077,3078],{},"标出每一节的功能：概念、关系、机制、情境、方法、gap 或背景。",[1803,3080,3081],{},"删除或合并只提供背景、但不推动核心关系的部分。",[1803,3083,3084],{},"把剩下的部分改成五个连续问题。",[1803,3086,3087],{},"写一句新的 gap，要求它必须依赖前面至少两个问题。",[1821,3089,3090],{"id":3090},"最后的教学提醒",[1793,3092,3093,3094,3097],{},"如果你已经先让学生按分块结构列提纲，这并不是问题。\n分块结构仍然有用，但它更适合做 ",[1816,3095,3096],{},"第一阶段的材料整理","，不适合作为最终版 LR 结构。",[1793,3099,3100],{},"可以让学生明白：",[1800,3102,3103,3108,3113],{},[1803,3104,3105,3107],{},[1816,3106,1950],{}," 帮他们先收材料",[1803,3109,3110,3112],{},[1816,3111,1966],{}," 帮他们把材料变成论证",[1803,3114,3115],{},"从前者走到后者，本来就是更强 LR 写作的一部分，不代表第一版 outline 完全错了",[1793,3117,3118],{},"所以真正的目标不是禁止分块，而是不要让分块结构直接变成最终版 literature review。",[1821,3120,3121],{"id":3121},"小结",[1793,3123,3124],{},"强的 literature review 不是从“我可以分几个部分来写”开始的，而是从“读者必须先穿过哪几个问题，我的 gap 才会成立”开始的。",[1793,3126,3127],{},"这就是从分块结构走向问题链结构的关键转换。",{"title":10,"searchDepth":3129,"depth":3129,"links":3130},2,[3131,3132,3133,3134,3141,3142,3149,3156,3162,3168,3174,3179,3187,3188,3195,3196,3197,3198,3199,3200],{"id":1823,"depth":3129,"text":1823},{"id":1846,"depth":3129,"text":1846},{"id":1866,"depth":3129,"text":1866},{"id":1894,"depth":3129,"text":1895,"children":3135},[3136,3138,3139,3140],{"id":1917,"depth":3137,"text":1917},3,{"id":1999,"depth":3137,"text":1999},{"id":2019,"depth":3137,"text":2019},{"id":2046,"depth":3137,"text":2046},{"id":2090,"depth":3129,"text":2090},{"id":2166,"depth":3129,"text":2167,"children":3143},[3144,3145,3146,3147,3148],{"id":2185,"depth":3137,"text":2185},{"id":2205,"depth":3137,"text":2205},{"id":2225,"depth":3137,"text":2226},{"id":2238,"depth":3137,"text":2238},{"id":2255,"depth":3137,"text":2256},{"id":2273,"depth":3129,"text":2274,"children":3150},[3151,3152,3153,3154,3155],{"id":2284,"depth":3137,"text":2185},{"id":2307,"depth":3137,"text":2205},{"id":2326,"depth":3137,"text":2226},{"id":2335,"depth":3137,"text":2238},{"id":2352,"depth":3137,"text":2353},{"id":2370,"depth":3129,"text":2371,"children":3157},[3158,3159,3160,3161],{"id":2381,"depth":3137,"text":2185},{"id":2390,"depth":3137,"text":2205},{"id":2409,"depth":3137,"text":2226},{"id":2418,"depth":3137,"text":2238},{"id":2435,"depth":3129,"text":2436,"children":3163},[3164,3165,3166,3167],{"id":2446,"depth":3137,"text":2185},{"id":2466,"depth":3137,"text":2205},{"id":2485,"depth":3137,"text":2226},{"id":2494,"depth":3137,"text":2238},{"id":2511,"depth":3129,"text":2512,"children":3169},[3170,3171,3172,3173],{"id":2522,"depth":3137,"text":2185},{"id":2542,"depth":3137,"text":2205},{"id":2568,"depth":3137,"text":2226},{"id":2577,"depth":3137,"text":2238},{"id":2594,"depth":3129,"text":2595,"children":3175},[3176,3177,3178],{"id":2618,"depth":3137,"text":2618},{"id":2641,"depth":3137,"text":2641},{"id":2670,"depth":3137,"text":2670},{"id":2693,"depth":3129,"text":2693,"children":3180},[3181,3182,3183,3184,3185,3186],{"id":2696,"depth":3137,"text":2697},{"id":2711,"depth":3137,"text":2712},{"id":2725,"depth":3137,"text":2726},{"id":2732,"depth":3137,"text":2733},{"id":2767,"depth":3137,"text":2768},{"id":2782,"depth":3137,"text":2783},{"id":2792,"depth":3129,"text":2792},{"id":2804,"depth":3129,"text":2805,"children":3189},[3190,3191,3192,3193,3194],{"id":2815,"depth":3137,"text":2816},{"id":2850,"depth":3137,"text":2851},{"id":2877,"depth":3137,"text":2878},{"id":2895,"depth":3137,"text":2896},{"id":2916,"depth":3137,"text":2917},{"id":2946,"depth":3129,"text":2946},{"id":2992,"depth":3129,"text":2992},{"id":3032,"depth":3129,"text":3032},{"id":3067,"depth":3129,"text":3067},{"id":3090,"depth":3129,"text":3090},{"id":3121,"depth":3129,"text":3121},"用一个较冷门的商管题目演示，如何把平铺式提纲转成更强的 question chain。","md",{},true,{"title":1060,"description":3201},"4OS6VOtNPm7TPIDS3Tzk6KCFTD2Iwh3fMSomDWtfOGs",[3208,3210],{"title":1056,"path":1057,"stem":1058,"description":3209,"children":-1},"用于规划和检查 literature review 的简明 worksheet。",{"title":1068,"path":1069,"stem":1070,"description":3211,"children":-1},"按业务到决策的主线组织会计笔记",1785754711339]