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1{"text": "{\"genre\":\"empirical\",\"subfield\":\"financial_intermediation_banking\",\"subfield_secondary\":\"international_finance; macro_finance\",\"primary_method\":\"reduced_form_regression\",\"identification\":{\"estimand\":\"Effect of foreign (U.S., U.K., Eurozone) monetary policy rate shocks and QE on credit supply of the corresponding foreign banks in Mexico, on borrower risk-taking, and on firm-level real outcomes\",\"strategy\":\"Loan-level supervisory credit register panel with borrower or borrower×month fixed effects (Khwaja–Mian style), interacting foreign policy shocks with bank nationality. Foreign policy is treated as exogenous to Mexico. Firm×bank and state×industry×month fixed effects are used for single-bank borrowers. Firm-level regressions capture real effects and credit substitution; bank-level regressions capture liabilities and risk.\",\"key_assumptions\":[\"Foreign monetary policy is exogenous to Mexican economic conditions\",\"Borrower×time fixed effects absorb credit demand and firm fundamentals\",\"Taylor-rule residuals proxy for policy rate shocks\",\"Central bank balance sheet to GDP proxies for QE\"],\"threats_addressed\":[\"Credit demand confounding\",\"Foreign banks lending to different types of firms\",\"Global shocks (period fixed effects)\",\"Firms substituting toward other credit sources\",\"Endogeneity of local monetary policy\"],\"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\":false,\"sentence_index\":-1},\"contribution\":{\"present\":true,\"sentence_index\":2}},\"introduction\":{\"moves\":[{\"paragraph_index\":0,\"move\":\"motivation\"},{\"paragraph_index\":0,\"move\":\"policy_or_broader_implication\"},{\"paragraph_index\":1,\"move\":\"preview_of_approach\"},{\"paragraph_index\":1,\"move\":\"identification_defense\"},{\"paragraph_index\":2,\"move\":\"preview_of_approach\"},{\"paragraph_index\":2,\"move\":\"identification_defense\"},{\"paragraph_index\":3,\"move\":\"preview_of_results\"},{\"paragraph_index\":4,\"move\":\"preview_of_results\"},{\"paragraph_index\":5,\"move\":\"preview_of_results\"},{\"paragraph_index\":6,\"move\":\"mechanism_or_theory_sketch\"},{\"paragraph_index\":7,\"move\":\"contribution_statement\"},{\"paragraph_index\":7,\"move\":\"related_literature_positioning\"},{\"paragraph_index\":8,\"move\":\"roadmap\"}],\"contribution_paragraph_index\":7,\"contribution_types\":[\"new_identification\",\"new_evidence\"],\"roadmap_present\":true,\"literature_positioning_location\":\"inside_introduction\"},\"section_roles\":[{\"idx\":0,\"role\":\"introduction\"},{\"idx\":1,\"role\":\"empirical_design\"},{\"idx\":2,\"role\":\"results\"},{\"idx\":3,\"role\":\"results\"},{\"idx\":4,\"role\":\"conclusion\"},{\"idx\":5,\"role\":\"appendix\"}],\"results_presentation\":{\"economic_significance_discussed\":true,\"statistical_significance_language\":\"unclear\",\"magnitude_statements_in_intro\":true},\"robustness\":{\"location\":\"mixed\",\"types\":[\"alternative_specification\",\"alternative_sample_period\"]},\"tables\":{\"convention_notes\":\"Table notes give the estimator (OLS), sample period, and level of aggregation (firm-bank-month or firm-year). They define dependent variables and sample classification rules. Appendix tables define variables with units (thousands of pesos, months). Lagged-policy panels are reported separately.\",\"units_stated_in_notes\":true,\"standard_errors_description\":\"unclear\"},\"figures\":{\"uncertainty_shown\":\"no\"},\"conclusion\":{\"bounded_claims\":true,\"policy_implications\":true,\"open_questions\":true,\"restates_contribution\":true},\"hedging\":{\"level\":\"moderate\",\"typical_devices\":[\"results suggest\",\"consistent with\",\"proxy for\",\"may\",\"mainly/mostly\"]},\"claim_evidence\":[{\"claim\":\"Foreign policy rate cuts raise credit supply mainly via banks of the same nationality in Mexico, e.g., about 2.1% higher volume per one-SD cut.\",\"evidence_type\":\"table\",\"evidence_ref\":\"Table II panels\"},{\"claim\":\"The Mexican policy rate affects lending by all banks regardless of nationality, with smaller magnitude.\",\"evidence_type\":\"table\",\"evidence_ref\":\"Table II Panel A\"},{\"claim\":\"Foreign monetary softening produces firm-level real effects on assets, investment, employment and survival, net of credit substitution.\",\"evidence_type\":\"table\",\"evidence_ref\":\"Table III\"},{\"claim\":\"Credit expansion and ex post defaults rise for borrowers with high ex ante loan rates, consistent with reach-for-yield.\",\"evidence_type\":\"table\",\"evidence_ref\":\"Table IV\"},{\"claim\":\"Under foreign softening, foreign subsidiaries increase foreign and short-term liabilities, expand balance sheets and experience more defaults.\",\"evidence_type\":\"none_stated\",\"evidence_ref\":\"bank-level results; table not visible in excerpts\"},{\"claim\":\"Strong credit growth financed by foreign liabilities predicts financial crises.\",\"evidence_type\":\"prior_literature\",\"evidence_ref\":\"Jorda, Schularick, and Taylor (2011); Gourinchas and Obstfeld (2012)\"}],\"structural_summary\":\"Opens with macro-financial and policy motivation, citing policymakers' concerns about spillovers. Describes identification via loan-level Mexican register data with fixed effects and exogenous foreign policy shocks. Previews loan-level, risk-taking, bank-level and real-effect results with magnitudes. Sketches a reach-for-yield mechanism, states the identification contribution against the international and risk-taking literatures, and gives a roadmap. A single empirical strategy section is followed by a results section organized by loan, firm, and risk-taking outcomes. The conclusion restates results and offers policy coordination implications and future research.\",\"writing_profile_keywords\":[\"credit register\",\"Khwaja-Mian fixed effects\",\"international spillovers\",\"risk-taking channel\",\"policy-oriented\",\"magnitude-rich introduction\",\"QE\"],\"confidence\":0.8,\"notes\":\"Section 3 appears to be a parsing artifact (a table panel title) that continues the results section. Standard error treatment is not visible in the excerpts. A robustness mention ('robust results') appears, and lagged-policy specifications are in Table IIC. An internet appendix exists.\"}", "json": {"genre": "empirical", "subfield": "financial_intermediation_banking", "subfield_secondary": "international_finance; macro_finance", "primary_method": "reduced_form_regression", "identification": {"estimand": "Effect of foreign (U.S., U.K., Eurozone) monetary policy rate shocks and QE on credit supply of the corresponding foreign banks in Mexico, on borrower risk-taking, and on firm-level real outcomes", "strategy": "Loan-level supervisory credit register panel with borrower or borrower×month fixed effects (Khwaja–Mian style), interacting foreign policy shocks with bank nationality. Foreign policy is treated as exogenous to Mexico. Firm×bank and state×industry×month fixed effects are used for single-bank borrowers. 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Describes identification via loan-level Mexican register data with fixed effects and exogenous foreign policy shocks. Previews loan-level, risk-taking, bank-level and real-effect results with magnitudes. Sketches a reach-for-yield mechanism, states the identification contribution against the international and risk-taking literatures, and gives a roadmap. A single empirical strategy section is followed by a results section organized by loan, firm, and risk-taking outcomes. The conclusion restates results and offers policy coordination implications and future research.", "writing_profile_keywords": ["credit register", "Khwaja-Mian fixed effects", "international spillovers", "risk-taking channel", "policy-oriented", "magnitude-rich introduction", "QE"], "confidence": 0.8, "notes": "Section 3 appears to be a parsing artifact (a table panel title) that continues the results section. Standard error treatment is not visible in the excerpts. A robustness mention ('robust results') appears, and lagged-policy specifications are in Table IIC. An internet appendix exists."}, "model": "claude-opus-5-5", "stop_reason": "end_turn", "latency_s": 19.24, "usage": {"input": 7469, "output": 2316, "cache_read": 3968, "cache_write": 0}, "cost_usd": 0.07699, "request_id": "req_011CggqEP9CqRshJLfZq9a2i", "cached": false, "ts": "2026-11-03T23:05:51+00:00", "effort": "medium"}
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