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1{"text": "{\"genre\":\"mixed_theory_empirical\",\"subfield\":\"asset_pricing\",\"subfield_secondary\":\"corporate_finance (theory of the firm, internal capital allocation in mutual fund firms)\",\"primary_method\":\"reduced_form_regression\",\"identification\":{\"estimand\":\"Change in manager value added (excess return over benchmark times AUM) following a firm-initiated capital reallocation (promotion/demotion), bounded from below\",\"strategy\":\"Panel regressions of manager value added on firm capital reallocation dummies, with counterfactual adjustments (e.g., excluding poorly performing funds, filling in zeros for fired managers) to produce a lower bound; external-hire comparisons and probit predictability tests support the information channel\",\"key_assumptions\":[\"Vanguard index fund benchmarks correctly measure the investor's alternative investment opportunity\",\"Counterfactual adjustments yield a conservative lower bound\",\"Null hypothesis that reallocation decisions add no value is the appropriate test\"],\"threats_addressed\":[\"Endogeneity of manager moves in firm/manager fixed-effects attribution models\",\"Survivorship from managers dropping out after demotion\",\"Predictability of reallocations from public information\",\"Behavioral explanations such as investor inattention (acknowledged, not ruled out)\"],\"causal_language_strength\":4,\"uses_causal_claim\":true},\"abstract_moves\":{\"question\":{\"present\":true,\"sentence_index\":0},\"gap\":{\"present\":false,\"sentence_index\":-1},\"method\":{\"present\":true,\"sentence_index\":0},\"results\":{\"present\":true,\"sentence_index\":1},\"magnitude\":{\"present\":true,\"sentence_index\":1},\"contribution\":{\"present\":true,\"sentence_index\":0}},\"introduction\":{\"moves\":[{\"paragraph_index\":0,\"move\":\"contribution_statement\"},{\"paragraph_index\":0,\"move\":\"motivation\"},{\"paragraph_index\":0,\"move\":\"preview_of_results\"},{\"paragraph_index\":1,\"move\":\"mechanism_or_theory_sketch\"},{\"paragraph_index\":1,\"move\":\"preview_of_results\"},{\"paragraph_index\":1,\"move\":\"related_literature_positioning\"},{\"paragraph_index\":2,\"move\":\"other\"},{\"paragraph_index\":3,\"move\":\"roadmap\"}],\"contribution_paragraph_index\":0,\"contribution_types\":[\"new_evidence\",\"new_theory_or_model\"],\"roadmap_present\":true,\"literature_positioning_location\":\"both\"},\"section_roles\":[{\"idx\":0,\"role\":\"introduction\"},{\"idx\":1,\"role\":\"literature\"},{\"idx\":2,\"role\":\"theory\"},{\"idx\":3,\"role\":\"data\"},{\"idx\":4,\"role\":\"data\"},{\"idx\":5,\"role\":\"results\"},{\"idx\":6,\"role\":\"results\"},{\"idx\":7,\"role\":\"results\"},{\"idx\":8,\"role\":\"robustness\"},{\"idx\":9,\"role\":\"conclusion\"},{\"idx\":10,\"role\":\"appendix\"},{\"idx\":11,\"role\":\"appendix\"}],\"results_presentation\":{\"economic_significance_discussed\":true,\"statistical_significance_language\":\"unclear\",\"magnitude_statements_in_intro\":true},\"robustness\":{\"location\":\"mixed\",\"types\":[\"alternative_measure\",\"sensitivity_to_parameters\",\"alternative_specification\"]},\"tables\":{\"convention_notes\":\"Table notes name the dependent variable and point to its defining equation number; units are given for value added ($ millions/month). Columns are described as alternative regression specifications. Later tables state that they repeat earlier specifications with a modified sample or variable.\",\"units_stated_in_notes\":true,\"standard_errors_description\":\"unclear\"},\"figures\":{\"uncertainty_shown\":\"unclear\"},\"conclusion\":{\"bounded_claims\":true,\"policy_implications\":false,\"open_questions\":true,\"restates_contribution\":true},\"hedging\":{\"level\":\"moderate\",\"typical_devices\":[\"'at least' / lower-bound framing\",\"'consistent with' the hypothesis\",\"explicit acknowledgment that behavioral explanations cannot be ruled out\",\"limiting generalization to the mutual fund industry\"],\"claim_evidence\":[],\"structural_summary\":\"\",\"writing_profile_keywords\":[],\"confidence\":0,\"notes\":\"\"},\"claim_evidence\":[{\"claim\":\"Firm reallocation of capital to managers raises manager value added by at least about $474K per month\",\"evidence_type\":\"table\",\"evidence_ref\":\"Table II, Table III\"},{\"claim\":\"The firm accounts for at least 30% of total manager value added under conservative counterfactuals\",\"evidence_type\":\"figure\",\"evidence_ref\":\"Figure 4, Figure 5\"},{\"claim\":\"Investors reward firms after reallocation decisions with additional capital\",\"evidence_type\":\"table\",\"evidence_ref\":\"Table IV, Table V\"},{\"claim\":\"External hires with AUM changes do not produce detectable value-added changes\",\"evidence_type\":\"table\",\"evidence_ref\":\"Table VI\"},{\"claim\":\"Public information such as past performance has weak power to predict firm reallocation decisions\",\"evidence_type\":\"table\",\"evidence_ref\":\"Table VII, Table VIII\"},{\"claim\":\"Under decreasing returns to scale, value added rather than gross alpha measures skill\",\"evidence_type\":\"figure\",\"evidence_ref\":\"Figure 1; Section II model\"},{\"claim\":\"Firm-driven AUM changes would take investors years to replicate through flows\",\"evidence_type\":\"figure\",\"evidence_ref\":\"Figure 6\"}],\"structural_summary\":\"The paper opens with an assertive contribution statement and the headline magnitude. It then sketches an information-asymmetry mechanism with a numbered list of supporting findings, adds a paragraph acknowledging a behavioral alternative it cannot rule out, and closes the introduction with a roadmap. A short theory section frames a Coasian benchmark against asymmetric information. Data definitions argue for value added over gross alpha. The main results test a null of no value added and bound the firm's contribution from below under counterfactuals. Follow-up sections show investor responses and the information source of firm skill, and a section reports gross alpha results at referees' request. The conclusion ties the findings to the theory of the firm and limits generalization to other industries.\",\"writing_profile_keywords\":[\"theory of the firm\",\"lower bound\",\"value added\",\"information asymmetry\",\"mutual fund firms\",\"counterfactuals\",\"assertive opening\"],\"confidence\":0.8,\"notes\":\"No statistical significance conventions or standard error descriptions are visible in the excerpts. Section VIII (gross alpha) is treated as robustness. The causal reading relies on the bounding approach rather than a quasi-experiment.\"}", "json": {"genre": "mixed_theory_empirical", "subfield": "asset_pricing", "subfield_secondary": "corporate_finance (theory of the firm, internal capital allocation in mutual fund firms)", "primary_method": "reduced_form_regression", "identification": {"estimand": "Change in manager value added (excess return over benchmark times AUM) following a firm-initiated capital reallocation (promotion/demotion), bounded from below", "strategy": "Panel regressions of manager value added on firm capital reallocation dummies, with counterfactual adjustments (e.g., excluding poorly performing funds, filling in zeros for fired managers) to produce a lower bound; external-hire comparisons and probit predictability tests support the information channel", "key_assumptions": ["Vanguard index fund benchmarks correctly measure the investor's alternative investment opportunity", "Counterfactual adjustments yield a conservative lower bound", "Null hypothesis that reallocation decisions add no value is the appropriate test"], "threats_addressed": ["Endogeneity of manager moves in firm/manager fixed-effects attribution models", "Survivorship from managers dropping out after demotion", "Predictability of reallocations from public information", "Behavioral explanations such as investor inattention (acknowledged, not ruled out)"], "causal_language_strength": 4, "uses_causal_claim": true}, "abstract_moves": {"question": {"present": true, "sentence_index": 0}, "gap": {"present": false, "sentence_index": -1}, "method": {"present": true, "sentence_index": 0}, "results": {"present": true, "sentence_index": 1}, "magnitude": {"present": true, "sentence_index": 1}, "contribution": {"present": true, "sentence_index": 0}}, "introduction": {"moves": [{"paragraph_index": 0, "move": "contribution_statement"}, {"paragraph_index": 0, "move": "motivation"}, {"paragraph_index": 0, "move": "preview_of_results"}, {"paragraph_index": 1, "move": "mechanism_or_theory_sketch"}, {"paragraph_index": 1, "move": "preview_of_results"}, {"paragraph_index": 1, "move": "related_literature_positioning"}, {"paragraph_index": 2, "move": "other"}, {"paragraph_index": 3, "move": "roadmap"}], "contribution_paragraph_index": 0, "contribution_types": ["new_evidence", "new_theory_or_model"], "roadmap_present": true, "literature_positioning_location": "both"}, "section_roles": [{"idx": 0, "role": "introduction"}, {"idx": 1, "role": "literature"}, {"idx": 2, "role": "theory"}, {"idx": 3, "role": "data"}, {"idx": 4, "role": "data"}, {"idx": 5, "role": "results"}, {"idx": 6, "role": "results"}, {"idx": 7, "role": "results"}, {"idx": 8, "role": "robustness"}, {"idx": 9, "role": "conclusion"}, {"idx": 10, "role": "appendix"}, {"idx": 11, "role": "appendix"}], "results_presentation": {"economic_significance_discussed": true, "statistical_significance_language": "unclear", "magnitude_statements_in_intro": true}, "robustness": {"location": "mixed", "types": ["alternative_measure", "sensitivity_to_parameters", "alternative_specification"]}, "tables": {"convention_notes": "Table notes name the dependent variable and point to its defining equation number; units are given for value added ($ millions/month). 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