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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},"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},"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},"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},"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},"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},"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},"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},"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},"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},"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},"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},"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},"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},"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},"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},"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},"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},"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},"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},"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},"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},"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},"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},"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},"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 Studio","\u002Fen\u002Fmicroeconomics\u002F12-review","en\u002Fmicroeconomics\u002F12-review\u002Findex",[797],{"title":793,"path":794,"stem":795},{"title":799,"path":800,"stem":801,"children":802},"Playground","\u002Fen\u002Fplayground","en\u002Fplayground\u002Findex",[803,804,808,812,816,820],{"title":799,"path":800,"stem":801},{"title":805,"path":806,"stem":807},"Typst Plugin Playground","\u002Fen\u002Fplayground\u002F01-typstex","en\u002Fplayground\u002F01-typstex",{"title":809,"path":810,"stem":811},"Citation Plugin Test","\u002Fen\u002Fplayground\u002F02-citation","en\u002Fplayground\u002F02-citation",{"title":813,"path":814,"stem":815},"Pyodide Playground","\u002Fen\u002Fplayground\u002F03-pyodide","en\u002Fplayground\u002F03-pyodide",{"title":817,"path":818,"stem":819},"WebR Playground","\u002Fen\u002Fplayground\u002F04-webr","en\u002Fplayground\u002F04-webr",{"title":821,"path":822,"stem":823},"Chart.js 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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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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",{"path":32},{"id":1784,"title":1052,"body":1785,"description":3038,"extension":3039,"features":3040,"hero":3040,"layout":3040,"locale":3040,"meta":3041,"navigation":3040,"path":1053,"published":3042,"seo":3043,"stem":1054,"__hash__":3044},"docs\u002Fzh\u002Facademic-writing\u002F04-writing-the-literature-review.md",{"type":1786,"value":1787,"toc":3007},"minimark",[1788,1792,1801,1808,1812,1815,1842,1845,1867,1870,1873,1890,1893,1897,1900,1909,1912,1918,1921,2003,2006,2009,2042,2045,2051,2054,2060,2063,2066,2069,2105,2108,2112,2115,2163,2166,2172,2176,2190,2193,2204,2210,2214,2217,2228,2238,2243,2314,2320,2323,2337,2340,2357,2360,2377,2380,2391,2394,2401,2404,2408,2419,2422,2425,2443,2446,2463,2466,2478,2481,2490,2494,2497,2500,2508,2511,2519,2522,2533,2537,2540,2553,2556,2559,2573,2577,2580,2587,2590,2602,2605,2635,2638,2642,2645,2649,2730,2733,2736,2753,2757,2760,2771,2774,2785,2792,2803,2806,2809,2823,2826,2830,2833,2845,2848,2862,2865,2879,2882,2885,2890,2893,2895,2900,2903,2906,2911,2914,2919,2922,2927,2930,2935,2938,2941,2944,2964,2967,2970,2986,2989,2996,2999],[1789,1790,1052],"h1",{"id":1791},"_4-文献综述的构建与写作",[1793,1794,1795,1796,1800],"p",{},"这一篇讨论的是 ",[1797,1798,1799],"strong",{},"academic paper 里的 literature review section","，不是独立发表的 review article。它的任务更具体：帮助读者理解你的研究问题、相信你的研究定位，并看到为什么这篇论文值得做。",[1793,1802,1803,1804,1807],{},"对大多数 business、management、marketing、education 或 social science 学生来说，最常见的问题不是“文献找得不够多”，而是 ",[1797,1805,1806],{},"文献综述没有主线","。",[1809,1810,1811],"h2",{"id":1811},"学习目标",[1793,1813,1814],{},"学完这一讲，你应该能够做到：",[1816,1817,1818,1822,1833,1836,1839],"ul",{},[1819,1820,1821],"li",{},"说清楚 academic paper 里的 literature review 和普通背景介绍有什么不同",[1819,1823,1824,1825,1829,1830],{},"从 ",[1826,1827,1828],"code",{},"paper question"," 推导出 ",[1826,1831,1832],{},"literature review job",[1819,1834,1835],{},"给文献综述设定清楚的 scope 和边界",[1819,1837,1838],{},"把主题词改写成有推进关系的问题链",[1819,1840,1841],{},"写出能够自然引出 gap 的文献综述结构",[1809,1843,1844],{"id":1844},"核心原则",[1816,1846,1847,1850,1855,1858,1864],{},[1819,1848,1849],{},"文献综述的中心不是“我读了什么”，而是“读者必须先理解什么”。",[1819,1851,1852,1854],{},[1826,1853,1828],{}," 决定文献综述的取舍，不能让文献牵着论文走。",[1819,1856,1857],{},"关系型题目不能简单拆成 X、Y、Z 三块平铺介绍。",[1819,1859,1860,1863],{},[1826,1861,1862],{},"context"," 如果会改变关系，就不是背景装饰，而是解释逻辑的一部分。",[1819,1865,1866],{},"好的 gap 要具体、可信，并且和你的研究能做的事情相匹配。",[1809,1868,1869],{"id":1869},"文献综述到底要完成什么",[1793,1871,1872],{},"一篇有效的文献综述，至少要回答五个问题：",[1816,1874,1875,1878,1881,1884,1887],{},[1819,1876,1877],{},"这篇论文在和哪一块文献对话？",[1819,1879,1880],{},"这一块文献已经知道了什么？",[1819,1882,1883],{},"现有研究在哪些地方一致，在哪些地方分歧？",[1819,1885,1886],{},"这些分歧为什么会出现？",[1819,1888,1889],{},"哪一个具体的 gap 引出了我的研究？",[1793,1891,1892],{},"如果文献综述读完之后，读者仍然不知道你的研究问题是怎么被“推出来”的，那它通常就太宽、太散，或者太描述性。",[1809,1894,1896],{"id":1895},"论文精读示范如何把-ai-写作研究写成文献综述","论文精读示范：如何把 AI 写作研究写成文献综述",[1793,1898,1899],{},"这一节用生成式 AI 写作研究做示范，不是为了介绍 AI 工具，而是为了演示如何把新论文纳入 literature review 的主线。假设你的 paper question 是：",[1901,1902,1907],"pre",{"className":1903,"code":1905,"language":1906,"meta":10},[1904],"language-text","How does generative AI use affect students' academic writing development in higher education?\n","text",[1826,1908,1905],{"__ignoreMap":10},[1793,1910,1911],{},"很多学生会把文献综述写成三块：AI 的优点、AI 的风险、学校应该监管。这种结构太像背景介绍，不像研究综述。更好的做法是先把问题拆成机制链：",[1901,1913,1916],{"className":1914,"code":1915,"language":1906,"meta":10},[1904],"AI use -> writing process -> metacognition \u002F effort \u002F feedback use -> writing development\n",[1826,1917,1915],{"__ignoreMap":10},[1793,1919,1920],{},"然后问每一组文献到底回答链条中的哪一段。",[1922,1923,1924,1943],"table",{},[1925,1926,1927],"thead",{},[1928,1929,1930,1934,1937,1940],"tr",{},[1931,1932,1933],"th",{},"文献层次",[1931,1935,1936],{},"代表论文",[1931,1938,1939],{},"它回答的问题",[1931,1941,1942],{},"不应该怎样引用",[1944,1945,1946,1961,1975,1989],"tbody",{},[1928,1947,1948,1952,1955,1958],{},[1949,1950,1951],"td",{},"问题定义",[1949,1953,1954],{},"Cotton et al. (2023, DOI: 10.1080\u002F14703297.2023.2190148); Lo (2023, DOI: 10.3390\u002Feducsci13040410)",[1949,1956,1957],{},"ChatGPT 进入教育后，评价、诚信和写作支持出现了哪些新问题",[1949,1959,1960],{},"不能只写“AI has benefits and risks”。",[1928,1962,1963,1966,1969,1972],{},[1949,1964,1965],{},"证据整理",[1949,1967,1968],{},"Coman et al. (2026, DOI: 10.3389\u002Ffrai.2026.1750978); Ganguly et al. (2025, DOI: 10.1007\u002Fs43681-025-00916-0)",[1949,1970,1971],{},"现有研究在哪些学习场景中发现支持作用或风险",[1949,1973,1974],{},"不能把综述当成某个单一结论的证明。",[1928,1976,1977,1980,1983,1986],{},[1949,1978,1979],{},"学习机制",[1949,1981,1982],{},"Kumar et al. (2026, DOI: 10.3390\u002Finfo17030299)",[1949,1984,1985],{},"流畅输出是否造成 fluency illusion，让学生误判自己理解程度",[1949,1987,1988],{},"不能只说“AI may reduce learning”，要说明机制。",[1928,1990,1991,1994,1997,2000],{},[1949,1992,1993],{},"科研责任",[1949,1995,1996],{},"Binz et al. (2025, DOI: 10.1073\u002Fpnas.2401227121)",[1949,1998,1999],{},"如果 LLM 参与假设、证据和写作，研究者责任边界如何变化",[1949,2001,2002],{},"不能把它写成普通写作工具文献。",[1793,2004,2005],{},"注意这里的关键：同一批论文不是按年份堆放，而是按论证功能分工。早期论文帮助你定义问题，系统综述帮助你说明证据版图，机制论文帮助你解释为什么会影响学习，科研责任论文帮助你把问题从课堂写作推进到学术实践。",[1793,2007,2008],{},"如果要写成一段成熟的 literature review，可以按照下面的节奏：",[2010,2011,2012,2018,2024,2030,2036],"ol",{},[1819,2013,2014,2017],{},[1797,2015,2016],{},"先建立研究场景","：生成式 AI 降低了起草、改写、总结和语言润色的成本，因此学生写作过程不再只是“个人阅读 -> 独立起草 -> 教师反馈”。",[1819,2019,2020,2023],{},[1797,2021,2022],{},"再说明现有文献的第一轮反应","：Cotton et al. 和 Lo 主要把问题界定为 academic integrity、assessment design 和 learning support。",[1819,2025,2026,2029],{},[1797,2027,2028],{},"接着推进到机制","：后来的综述和实证研究开始区分不同用法。AI 作为反馈伙伴、语言支架或检索助手，和 AI 直接代写结论，对学习的含义不同。",[1819,2031,2032,2035],{},[1797,2033,2034],{},"再指出关键风险","：Kumar et al. 讨论的 fluency illusion 说明，流畅文本可能让学生高估理解，进而减少深度加工和自我监控。",[1819,2037,2038,2041],{},[1797,2039,2040],{},"最后推出 gap","：现有研究仍需要更细地解释哪些 AI 使用方式能提升写作发展，哪些使用方式只是提高表面流畅度。",[1793,2043,2044],{},"这样写出来的 gap 就会具体很多。例如：",[1901,2046,2049],{"className":2047,"code":2048,"language":1906,"meta":10},[1904],"Prior studies have established that generative AI changes writing support,\nassessment integrity, and students' interaction with feedback. However,\nless is known about whether AI-assisted drafting improves students'\nmetacognitive monitoring of their own argument quality, or merely increases\nsurface fluency. This distinction matters because fluent AI-generated text\nmay create an illusion of understanding without improving students'\nability to evaluate evidence, structure claims, or revise arguments.\n",[1826,2050,2048],{"__ignoreMap":10},[1793,2052,2053],{},"中文论文也可以照这个逻辑写：",[2055,2056,2057],"blockquote",{},[1793,2058,2059],{},"现有研究已经较充分地讨论了生成式 AI 对学术诚信、评价方式和写作支持的影响，但对于 AI 如何改变学生的自我监控和论证能力，仍然缺少更细的机制解释。尤其是，当 AI 生成的文本具有较高流畅度时，学生可能误以为自己已经理解了材料，从而减少证据核查、反例搜索和结构性修改。由此可见，AI 写作研究不能只比较“是否使用 AI”，而应进一步区分 AI 在构思、起草、反馈和修改各环节中的作用。",[1793,2061,2062],{},"这个例子说明，引用前沿论文的目的不是显得资料新，而是让文献综述从“主题介绍”变成“问题如何被一步步推出来”。当你读任何新论文时，都要问它在你的 review job 中承担什么功能：定义概念、总结证据、解释机制、指出矛盾，还是帮助推出 gap。",[1809,2064,2065],{"id":2065},"一条更稳的设计路径",[1793,2067,2068],{},"很多学生会直接从 broad topic 跳到一堆文献摘要。更好的路径通常是：",[2010,2070,2071,2077,2082,2087,2090,2096,2102],{},[1819,2072,1824,2073,2076],{},[1797,2074,2075],{},"topic"," 出发",[1819,2078,2079,2080],{},"收窄成 ",[1797,2081,1828],{},[1819,2083,2084,2085],{},"把 question 翻译成 ",[1797,2086,1832],{},[1819,2088,2089],{},"明确 review 的边界与 scope",[1819,2091,2092,2093],{},"从阅读中形成 ",[1797,2094,2095],{},"candidate themes",[1819,2097,2098,2099],{},"把 themes 串成 ",[1797,2100,2101],{},"logic line",[1819,2103,2104],{},"再把 logic line 变成 section order",[1793,2106,2107],{},"关键不是 theme 数量，而是 theme 之间的因果顺序和提问顺序。",[1809,2109,2111],{"id":2110},"操作步骤从题目到综述主线","操作步骤：从题目到综述主线",[1793,2113,2114],{},"你可以按下面这个顺序做一轮规划：",[2010,2116,2117,2123,2129,2135,2141,2151,2157],{},[1819,2118,2119,2122],{},[1797,2120,2121],{},"写出 paper question","：先不要追求语言漂亮，先保证问题具体。",[1819,2124,2125,2128],{},[1797,2126,2127],{},"写出 review job","：说明读者在相信你的研究之前，需要先理解哪些文献。",[1819,2130,2131,2134],{},[1797,2132,2133],{},"限定 scope","：明确研究对象、时间、情境、文献类型，以及不写什么。",[1819,2136,2137,2140],{},[1797,2138,2139],{},"从 matrix 中找 theme","：不要凭感觉列主题，要看文献里反复出现的概念、机制、分歧和限制。",[1819,2142,2143,2146,2147,2150],{},[1797,2144,2145],{},"把 theme 改成问题或 claim","：例如把 ",[1826,2148,2149],{},"trust"," 改成“为什么信任会改变消费者对 influencer marketing 的反应？”",[1819,2152,2153,2156],{},[1797,2154,2155],{},"写 logic line","：说明为什么先讲 A，再讲 B，最后才能推出 C。",[1819,2158,2159,2162],{},[1797,2160,2161],{},"再写 section order","：只有主线清楚之后，目录才会有意义。",[1809,2164,2165],{"id":2165},"简短模板",[1901,2167,2170],{"className":2168,"code":2169,"language":1906,"meta":10},[1904],"Paper question:\n\nLiterature review job:\n\nReview scope:\n\nTheme 1 answers:\n\nTheme 2 answers:\n\nTheme 3 answers:\n\nLogic line:\n\nGap:\n",[1826,2171,2169],{"__ignoreMap":10},[1809,2173,2175],{"id":2174},"先分清-paper-question-和-literature-review-job","先分清 Paper Question 和 Literature Review Job",[1816,2177,2178,2184],{},[1819,2179,2180,2183],{},[1797,2181,2182],{},"Paper question"," 是论文要解释什么。",[1819,2185,2186,2189],{},[1797,2187,2188],{},"Literature review job"," 是在回答这个问题之前，读者必须先理解什么。",[1793,2191,2192],{},"例如：",[1816,2194,2195,2201],{},[1819,2196,2197,2198],{},"Paper question: ",[1826,2199,2200],{},"How does ESG disclosure influence firm valuation in emerging markets?",[1819,2202,2203],{},"Literature review job: 解释文献如何界定 ESG disclosure 和 firm valuation、什么时候 ESG disclosure 会产生 valuation effect、为什么这个效果会因为 credibility 或 ownership context 而不同。",[1793,2205,2206,2207,1807],{},"所以 review job 不是另一个 research question，而是 ",[1797,2208,2209],{},"由 research question 生成出来的阅读与综合任务",[1809,2211,2213],{"id":2212},"用一套更系统的结构处理关系型题目","用一套更系统的结构处理“关系型题目”",[1793,2215,2216],{},"很多商科题目都在问一种关系：",[1816,2218,2219,2222,2225],{},[1819,2220,2221],{},"一个因素、实践、管理动作或条件",[1819,2223,2224],{},"如何影响某个结果",[1819,2226,2227],{},"并且这个关系发生在某个情境、市场、组织或人群中",[1793,2229,2230,2231,2234,2235,1807],{},"题目表面上常常写成类似 ",[1826,2232,2233],{},"the impact of X on Y in the context of Z"," 的形式，但文献综述不应该直接照着题目名词顺序展开。更稳的做法，是把它翻译成一套 ",[1797,2236,2237],{},"关系型文献综述结构",[2239,2240,2242],"h3",{"id":2241},"关系型-lr-结构","关系型 LR 结构",[2010,2244,2245,2258,2268,2281,2294,2304],{},[1819,2246,2247,2250],{},[1797,2248,2249],{},"研究问题与核心关系",[1816,2251,2252,2255],{},[1819,2253,2254],{},"论文到底要解释什么关系",[1819,2256,2257],{},"为什么这个关系值得研究",[1819,2259,2260,2263],{},[1797,2261,2262],{},"核心概念澄清",[1816,2264,2265],{},[1819,2266,2267],{},"关键概念如何定义、测量，并与相近概念区分",[1819,2269,2270,2273],{},[1797,2271,2272],{},"关系证据的现状",[1816,2274,2275,2278],{},[1819,2276,2277],{},"文献目前对这个关系已经发现了什么",[1819,2279,2280],{},"哪些地方一致，哪些地方分歧",[1819,2282,2283,2286],{},[1797,2284,2285],{},"机制或理论解释",[1816,2287,2288,2291],{},[1819,2289,2290],{},"这个关系为什么会发生",[1819,2292,2293],{},"通过什么机制、路径或理论过程发生",[1819,2295,2296,2299],{},[1797,2297,2298],{},"情境与边界条件",[1816,2300,2301],{},[1819,2302,2303],{},"为什么这个关系会因为行业、制度、组织、市场或人群而不同",[1819,2305,2306,2309],{},[1797,2307,2308],{},"Gap 与研究定位",[1816,2310,2311],{},[1819,2312,2313],{},"在前面几层都考虑之后，仍然缺少什么解释或证据",[1793,2315,2316,2317,1807],{},"但这并不意味着 ",[1797,2318,2319],{},"context 只会在第 5 步才出现",[1793,2321,2322],{},"在更强的 literature review 里，context 往往会进入两次：",[1816,2324,2325,2331],{},[1819,2326,2327,2330],{},[1797,2328,2329],{},"前面就进入","：它会影响研究问题为什么重要、核心概念在这里怎么理解、以及已有证据能不能直接迁移",[1819,2332,2333,2336],{},[1797,2334,2335],{},"后面再集中展开","：把它系统化地写成 boundary condition，说明这个关系在该情境中会如何变化",[1793,2338,2339],{},"所以更稳的一版 question chain 往往会更像：",[2010,2341,2342,2345,2348,2351,2354],{},[1819,2343,2344],{},"为什么这个关系在这个情境里值得研究？",[1819,2346,2347],{},"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？",[1819,2349,2350],{},"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？",[1819,2352,2353],{},"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？",[1819,2355,2356],{},"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？",[1793,2358,2359],{},"这通常比下面这种平铺式顺序更强：",[2010,2361,2362,2365,2368,2371,2374],{},[1819,2363,2364],{},"X 是什么",[1819,2366,2367],{},"Y 是什么",[1819,2369,2370],{},"X 如何影响 Y",[1819,2372,2373],{},"Z 里有没有人研究",[1819,2375,2376],{},"gap",[1793,2378,2379],{},"因为平铺式顺序经常会：",[1816,2381,2382,2385,2388],{},[1819,2383,2384],{},"把概念写成两个孤立 glossary section",[1819,2386,2387],{},"让“关系”本身出现得太晚",[1819,2389,2390],{},"把 Z 写成最后才补充的背景，而不是解释的一部分",[1793,2392,2393],{},"更系统的主线通常是：",[1816,2395,2396],{},[1819,2397,2398],{},[1797,2399,2400],{},"research problem -> constructs -> relationship evidence -> mechanism -> context or boundary -> gap",[1793,2402,2403],{},"这其实仍然是在执行前面那条总主线，只是把“关系型题目”的 LR 结构表达得更系统、更可复用。",[1809,2405,2407],{"id":2406},"先用分块结构收材料再把它改造成问题链","先用分块结构收材料，再把它改造成问题链",[1793,2409,2410,2411,2414,2415,2418],{},"在教学上，先让学生用一个临时的 ",[1797,2412,2413],{},"block structure"," 往往是有效的。比如先按 ",[1826,2416,2417],{},"constructs \u002F relationship evidence \u002F mechanism \u002F context \u002F gap"," 这样的块去整理文献。这样做的价值在于，它能帮助学生先收材料、发现哪一块文献不足，也能避免一开始就被“主线要怎么写”卡住。",[1793,2420,2421],{},"但最终版的 literature review，通常不应该停留在这种分块状态。",[1793,2423,2424],{},"可以把两者的区别理解得更明确一点：",[1816,2426,2427,2435],{},[1819,2428,2429,2431,2432],{},[1797,2430,2413],{}," 主要回答的是：",[1826,2433,2434],{},"我手上有哪些材料？",[1819,2436,2437,2431,2440],{},[1797,2438,2439],{},"question chain",[1826,2441,2442],{},"读者接下来必须理解什么？",[1793,2444,2445],{},"所以更稳的做法通常不是二选一，而是两阶段：",[2010,2447,2448,2451,2454,2457,2460],{},[1819,2449,2450],{},"先用 block structure 做前期阅读、整理和 coding",[1819,2452,2453],{},"再问每一个 block 实际上在回答什么问题",[1819,2455,2456],{},"把那些不直接帮助解释核心关系的 block 合并、缩短或移出主线",[1819,2458,2459],{},"再按照“前一节留下的问题如何引出下一节”的顺序重排",[1819,2461,2462],{},"最终把文献综述写成 question chain，而不是 categories 的堆放",[1793,2464,2465],{},"换句话说：",[1816,2467,2468,2473],{},[1819,2469,2470,2472],{},[1797,2471,2413],{}," 是前期的 scaffold",[1819,2474,2475,2477],{},[1797,2476,2439],{}," 才是最终写作的 logic",[1793,2479,2480],{},"如果只停留在 block structure，文献综述很容易变平、变散、变成“资料分类”。如果一开始就强迫学生直接写成熟的 question chain，他们又常常会写出一个看似有逻辑、但其实没有文献支撑的空提纲。",[2055,2482,2483],{},[1793,2484,2485,2486],{},"具体示例可参考：",[2487,2488,1060],"a",{"href":2489},".\u002F10",[1809,2491,2493],{"id":2492},"不要把-x-和-y-写成平行介绍","不要把 X 和 Y 写成平行介绍",[1793,2495,2496],{},"只有在 X 和 Y 都非常复杂、且都容易被误解时，它们才值得分别占一整节。",[1793,2498,2499],{},"更常见的情况是：",[1816,2501,2502,2505],{},[1819,2503,2504],{},"X 需要重点澄清",[1819,2506,2507],{},"Y 只需要在 relationship section 里简要界定",[1793,2509,2510],{},"或者：",[1816,2512,2513,2516],{},[1819,2514,2515],{},"Y 是关键 outcome，需要单独说明其定义与测量",[1819,2517,2518],{},"X 只需要在开头简短交代",[1793,2520,2521],{},"判断标准不是“题目里出现了几个变量”，而是：",[1816,2523,2524,2530],{},[1819,2525,2526,2527],{},"这一节是否直接帮助解释 ",[1826,2528,2529],{},"X -> Y in Z",[1819,2531,2532],{},"如果删掉这一节，文献综述会不会更清楚",[1809,2534,2536],{"id":2535},"theme-不应该只是并列标签","Theme 不应该只是并列标签",[1793,2538,2539],{},"很多学生会列出几个 theme：",[1816,2541,2542,2545,2547,2550],{},[1819,2543,2544],{},"authenticity",[1819,2546,2149],{},[1819,2548,2549],{},"impulse buying",[1819,2551,2552],{},"TikTok",[1793,2554,2555],{},"这些还不是文献综述结构，它们只是 topic words。",[1793,2557,2558],{},"文献综述真正需要的是：",[1816,2560,2561,2567],{},[1819,2562,2563,2564],{},"每个 theme 都变成一个 ",[1797,2565,2566],{},"问题",[1819,2568,2569,2570],{},"或者变成一个 ",[1797,2571,2572],{},"可论证的 claim",[2239,2574,2576],{"id":2575},"例子tiktok-题目","例子：TikTok 题目",[1793,2578,2579],{},"如果题目是：",[1816,2581,2582],{},[1819,2583,2584],{},[1826,2585,2586],{},"The impact of TikTok advertising and influencer marketing on impulse buying behaviour among UK consumers aged 18-25",[1793,2588,2589],{},"比起写成：",[2010,2591,2592,2594,2597,2599],{},[1819,2593,2552],{},[1819,2595,2596],{},"influencer marketing",[1819,2598,2549],{},[1819,2600,2601],{},"UK consumers aged 18-25",[1793,2603,2604],{},"更好的 question chain 可能是：",[2010,2606,2607,2617,2623,2626,2632],{},[1819,2608,2609,2610,2613,2614,2616],{},"在这个研究里，",[1826,2611,2612],{},"TikTok advertising"," 和 ",[1826,2615,2596],{}," 是否是同一种说服机制？",[1819,2618,2619,2620,2622],{},"现有文献认为它们如何影响 ",[1826,2621,2549],{},"？",[1819,2624,2625],{},"这种影响通过哪些机制发生，例如 authenticity、social proof、FOMO 或 low-friction purchase cues？",[1819,2627,2628,2629,2631],{},"为什么这些机制在 ",[1826,2630,2601],{}," 这一人群里可能更强或不同？",[1819,2633,2634],{},"关于这个关系，现有研究还缺少什么？",[1793,2636,2637],{},"这样的顺序更强，因为每一节都自然引出下一节。",[1809,2639,2641],{"id":2640},"在-business-management-题目里这套结构常常表现为更应用化的顺序","在 Business Management 题目里，这套结构常常表现为更“应用化”的顺序",[1793,2643,2644],{},"对于很多 business management 题目，前面这套关系型 LR 结构还会进一步表现成一个更“应用化”的展开顺序。它不是另一套体系，而是把同样的逻辑写成更适合商管实证题目的版本。",[2239,2646,2648],{"id":2647},"applied-management-版本","Applied Management 版本",[2010,2650,2651,2664,2677,2689,2702,2715],{},[1819,2652,2653,2656],{},[1797,2654,2655],{},"研究问题与 review job",[1816,2657,2658,2661],{},[1819,2659,2660],{},"论文究竟在问什么",[1819,2662,2663],{},"文献综述必须先解释什么",[1819,2665,2666,2669],{},[1797,2667,2668],{},"宏观场域与现实痛点",[1816,2670,2671,2674],{},[1819,2672,2673],{},"过去几年行业、技术、组织或市场发生了什么关键变化",[1819,2675,2676],{},"为什么这个问题现在值得研究",[1819,2678,2679,2681],{},[1797,2680,2262],{},[1816,2682,2683,2686],{},[1819,2684,2685],{},"关键概念在文献中如何定义",[1819,2687,2688],{},"它们和相近概念有什么区别",[1819,2690,2691,2694],{},[1797,2692,2693],{},"机制或理论黑箱",[1816,2695,2696,2699],{},[1819,2697,2698],{},"为什么 X 会影响 Y",[1819,2700,2701],{},"哪个机制、理论路径或解释逻辑最关键",[1819,2703,2704,2707],{},[1797,2705,2706],{},"结果、情境与边界条件",[1816,2708,2709,2712],{},[1819,2710,2711],{},"在什么人群、组织、市场、制度环境下结果会不同",[1819,2713,2714],{},"Z 为什么重要",[1819,2716,2717,2719],{},[1797,2718,2308],{},[1816,2720,2721,2724,2727],{},[1819,2722,2723],{},"文献已经走到哪里",[1819,2725,2726],{},"恰好漏掉了哪一块",[1819,2728,2729],{},"你的研究补哪一块",[2239,2731,2732],{"id":2732},"为什么这种应用化顺序常常有用",[1793,2734,2735],{},"它能把文献综述写成一条向下收束的逻辑：",[1816,2737,2738,2741,2744,2747,2750],{},[1819,2739,2740],{},"从 broad field problem",[1819,2742,2743],{},"到 core constructs",[1819,2745,2746],{},"到 explanatory mechanism",[1819,2748,2749],{},"到 contextual boundary",[1819,2751,2752],{},"再到 precise gap",[2239,2754,2756],{"id":2755},"但它仍然要服从原来的-lr-逻辑","但它仍然要服从原来的 LR 逻辑",[1793,2758,2759],{},"这种应用化顺序适合很多商科实证题目，但不是唯一合法结构。它特别适合：",[1816,2761,2762,2765,2768],{},[1819,2763,2764],{},"管理实践或营销机制的研究",[1819,2766,2767],{},"组织变革、实施、采纳、消费者反应类题目",[1819,2769,2770],{},"需要同时讲 concept、mechanism 和 context 的题目",[1793,2772,2773],{},"它不一定适合：",[1816,2775,2776,2779,2782],{},[1819,2777,2778],{},"纯理论比较",[1819,2780,2781],{},"纯方法论综述",[1819,2783,2784],{},"完全以学术争论为中心、而不是以现实语境收束的题目",[1793,2786,2787,2788,2791],{},"最重要的是，这种应用化顺序里的每一层都仍然必须是 ",[1797,2789,2790],{},"literature review layer","，不是背景介绍层。也就是说，每一层都仍然要回答：",[1816,2793,2794,2797,2800],{},[1819,2795,2796],{},"文献主要说了什么？",[1819,2798,2799],{},"文献在哪些地方一致或分歧？",[1819,2801,2802],{},"这些分歧为什么重要？",[1809,2804,2805],{"id":2805},"如何判断一条主线是否成立",[1793,2807,2808],{},"可以用下面几个问题检查：",[1816,2810,2811,2814,2817,2820],{},[1819,2812,2813],{},"每一节是否都直接服务于 paper question？",[1819,2815,2816],{},"这一节结束后，是否自然产生下一节的问题？",[1819,2818,2819],{},"这一节是“解释关系”，还是只是“补背景”？",[1819,2821,2822],{},"如果删掉这一节，整个综述会不会更清楚？",[1793,2824,2825],{},"如果一节删掉之后文章反而更清楚，那它通常不属于主线。",[1809,2827,2829],{"id":2828},"不要只做-section-order还要做-internal-logic","不要只做 Section Order，还要做 Internal Logic",[1793,2831,2832],{},"文献综述常常在两个层面上出问题：",[1816,2834,2835,2840],{},[1819,2836,2837],{},[1797,2838,2839],{},"sections 之间没有主线",[1819,2841,2842],{},[1797,2843,2844],{},"单个 section 内部仍然只是文献堆放",[1793,2846,2847],{},"所以你要同时规划两层：",[1816,2849,2850,2856],{},[1819,2851,2852,2855],{},[1797,2853,2854],{},"Main line across sections","：各 section 如何串联成一条主线",[1819,2857,2858,2861],{},[1797,2859,2860],{},"Internal logic within each section","：单个 section 内部如何组织文献",[1793,2863,2864],{},"常见的内部组织方式包括：",[1816,2866,2867,2870,2873,2876],{},[1819,2868,2869],{},"agreement -> disagreement -> explanation",[1819,2871,2872],{},"definition -> evidence -> limitation",[1819,2874,2875],{},"broad pattern -> boundary condition -> transition",[1819,2877,2878],{},"method difference -> result difference -> interpretation",[1809,2880,2881],{"id":2881},"一个简化判断",[1793,2883,2884],{},"如果你的文献综述读起来像：",[1816,2886,2887],{},[1819,2888,2889],{},"“这个也重要，那个也重要，这个背景也相关，那个因素也值得一提”",[1793,2891,2892],{},"那它大概率还没有主线。",[1793,2894,2884],{},[1816,2896,2897],{},[1819,2898,2899],{},"“先得解释 A，不然读者无法理解 B；解释了 B，才会自然追问 C；而 C 的局限正好引出 gap”",[1793,2901,2902],{},"那它通常已经接近一条可用的 LR logic line 了。",[1809,2904,2905],{"id":2905},"常见问题",[1793,2907,2908],{},[1797,2909,2910],{},"文献综述是不是一定要按概念、理论、实证研究、gap 这个顺序写？",[1793,2912,2913],{},"不一定。这个顺序有时能用，但不是万能模板。你真正要问的是：这个顺序能不能把读者一步步带到你的 research question 和 gap。",[1793,2915,2916],{},[1797,2917,2918],{},"如果我的题目里有三个变量，是不是三个变量都要单独写一节？",[1793,2920,2921],{},"不一定。只有当某个变量本身复杂、容易混淆、而且会影响后面论证时，才值得单独展开。否则可以把它放进关系、机制或情境讨论中。",[1793,2923,2924],{},[1797,2925,2926],{},"文献很少怎么办？",[1793,2928,2929],{},"要诚实区分 direct literature 和 adjacent literature。相邻文献可以提供支持，但不能假装它已经直接回答了你的题目。",[1793,2931,2932],{},[1797,2933,2934],{},"gap 能不能写成“研究较少”？",[1793,2936,2937],{},"可以作为起点，但不能只停在那里。更好的 gap 要说明：少在哪里、为什么重要、你的研究能补哪一块。",[1809,2939,2940],{"id":2940},"练习",[1793,2942,2943],{},"请用自己的题目完成下面练习：",[2010,2945,2946,2952,2955,2958,2961],{},[1819,2947,2948,2949,2951],{},"写出一个 ",[1826,2950,2529],{}," 类型的 paper question。",[1819,2953,2954],{},"不要直接列 X、Y、Z，而是写出五个读者必须依次理解的问题。",[1819,2956,2957],{},"选其中一个问题，把它改写成 section claim。",[1819,2959,2960],{},"写一句 section transition，说明为什么这一节会引出下一节。",[1819,2962,2963],{},"写一句 gap，检查它是不是依赖前面几个问题，而不是一开始就能写出来。",[1809,2965,2966],{"id":2966},"小结",[1793,2968,2969],{},"对于大多数关系型题目，文献综述最稳的写法通常不是简单的：",[1816,2971,2972,2975,2978,2981,2984],{},[1819,2973,2974],{},"X",[1819,2976,2977],{},"Y",[1819,2979,2980],{},"X affects Y",[1819,2982,2983],{},"Z",[1819,2985,2376],{},[1793,2987,2988],{},"而是：",[1816,2990,2991],{},[1819,2992,2993],{},[1797,2994,2995],{},"core constructs -> relationship -> mechanism -> context or boundary -> gap",[1793,2997,2998],{},"而对于很多 business management 题目，把这条链条进一步写成更“应用化”的顺序，通常会让整篇文献综述更像 academic argument，而不是背景信息的拼接。",[2055,3000,3001],{},[1793,3002,3003,3004],{},"配套模板请见：",[2487,3005,1056],{"href":3006},".\u002F08-literature-review-checklist-and-template",{"title":10,"searchDepth":3008,"depth":3008,"links":3009},2,[3010,3011,3012,3013,3014,3015,3016,3017,3018,3022,3023,3024,3027,3032,3033,3034,3035,3036,3037],{"id":1811,"depth":3008,"text":1811},{"id":1844,"depth":3008,"text":1844},{"id":1869,"depth":3008,"text":1869},{"id":1895,"depth":3008,"text":1896},{"id":2065,"depth":3008,"text":2065},{"id":2110,"depth":3008,"text":2111},{"id":2165,"depth":3008,"text":2165},{"id":2174,"depth":3008,"text":2175},{"id":2212,"depth":3008,"text":2213,"children":3019},[3020],{"id":2241,"depth":3021,"text":2242},3,{"id":2406,"depth":3008,"text":2407},{"id":2492,"depth":3008,"text":2493},{"id":2535,"depth":3008,"text":2536,"children":3025},[3026],{"id":2575,"depth":3021,"text":2576},{"id":2640,"depth":3008,"text":2641,"children":3028},[3029,3030,3031],{"id":2647,"depth":3021,"text":2648},{"id":2732,"depth":3021,"text":2732},{"id":2755,"depth":3021,"text":2756},{"id":2805,"depth":3008,"text":2805},{"id":2828,"depth":3008,"text":2829},{"id":2881,"depth":3008,"text":2881},{"id":2905,"depth":3008,"text":2905},{"id":2940,"depth":3008,"text":2940},{"id":2966,"depth":3008,"text":2966},"如何为 academic paper 设计并写出有清晰逻辑的 literature review。","md",null,{},true,{"title":1052,"description":3038},"WxdX6ChXkMeKpZARjsVsEdfIBqUKqxdyn6u3uY7JD9s",[3046,3048],{"title":1046,"path":1047,"stem":1048,"description":3047,"children":-1},"面向论文写作的文献综述笔记与模板。",{"title":1056,"path":1057,"stem":1058,"description":3049,"children":-1},"用于规划和检查 literature review 的简明 worksheet。",1785754739636]