Pub Date : 2026-01-01Epub Date: 2025-10-28DOI: 10.1016/j.bir.2025.10.030
Hasan Meral , Behlul Ersoy , Mesut Dogan
Sustainability has become a critical concern in finance, in particular for the insurance industry, which faces rising environmental and social risks. This paper examines the influence of environmental, social, and governance (ESG) factors on the performance of global insurance companies. Using a comprehensive dataset of 22 life and 59 non–life insurance firms from 2013 to 2022, we employ panel data analysis to explore the relationship between ESG scores and key performance metrics. Our findings reveal that higher ESG scores are significantly associated with a higher return on assets, more efficient management of expense and loss ratios, and increases in investment returns. These results show the importance of incorporating ESG factors into insurance decision-making to enhance sectoral resilience and corporate performance. The study concludes by emphasizing the need for insurers to leverage their technical expertise and strategic risk management capabilities in order to address sustainability challenges effectively.
{"title":"Enhancing sustainability: The impact of ESG factors in global insurance performance","authors":"Hasan Meral , Behlul Ersoy , Mesut Dogan","doi":"10.1016/j.bir.2025.10.030","DOIUrl":"10.1016/j.bir.2025.10.030","url":null,"abstract":"<div><div>Sustainability has become a critical concern in finance, in particular for the insurance industry, which faces rising environmental and social risks. This paper examines the influence of environmental, social, and governance (ESG) factors on the performance of global insurance companies. Using a comprehensive dataset of 22 life and 59 non–life insurance firms from 2013 to 2022, we employ panel data analysis to explore the relationship between ESG scores and key performance metrics. Our findings reveal that higher ESG scores are significantly associated with a higher return on assets, more efficient management of expense and loss ratios, and increases in investment returns. These results show the importance of incorporating ESG factors into insurance decision-making to enhance sectoral resilience and corporate performance. The study concludes by emphasizing the need for insurers to leverage their technical expertise and strategic risk management capabilities in order to address sustainability challenges effectively.</div></div>","PeriodicalId":46690,"journal":{"name":"Borsa Istanbul Review","volume":"26 1","pages":"Article 100757"},"PeriodicalIF":7.1,"publicationDate":"2026-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146015721","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-01Epub Date: 2025-10-25DOI: 10.1016/j.bir.2025.10.028
Mehmet Benturk
This paper examines the relationship between institutional ownership and stock price crash risk for non-financial firms listed on Borsa Istanbul from 2005 to 2023. The findings show that greater institutional investor participation increases the risk of future crashes, supporting the short-termism theory rather than monitoring theory. This result aligns with research on emerging markets, such as China and Vietnam, but it contrasts with evidence from developed markets such as the US. The relationship is statistically and economically significant in the traditional framework that covers only investment funds and investment trusts, including local and foreign institutional investors. A fixed-effect model, using the first-difference of overall and local professional institutional ownership, provides robust evidence for short-termism theory: institutional investors heighten crash risk by reducing holdings (i.e., “voting with their feet”). However, this approach does not yield statistically significant results for foreign institutional investors.
{"title":"Stock price crash risk and institutional ownership: Evidence from Borsa Istanbul","authors":"Mehmet Benturk","doi":"10.1016/j.bir.2025.10.028","DOIUrl":"10.1016/j.bir.2025.10.028","url":null,"abstract":"<div><div>This paper examines the relationship between institutional ownership and stock price crash risk for non-financial firms listed on Borsa Istanbul from 2005 to 2023. The findings show that greater institutional investor participation increases the risk of future crashes, supporting the short-termism theory rather than monitoring theory. This result aligns with research on emerging markets, such as China and Vietnam, but it contrasts with evidence from developed markets such as the US. The relationship is statistically and economically significant in the traditional framework that covers only investment funds and investment trusts, including local and foreign institutional investors. A fixed-effect model, using the first-difference of overall and local professional institutional ownership, provides robust evidence for short-termism theory: institutional investors heighten crash risk by reducing holdings (i.e., “voting with their feet”). However, this approach does not yield statistically significant results for foreign institutional investors.</div></div>","PeriodicalId":46690,"journal":{"name":"Borsa Istanbul Review","volume":"26 1","pages":"Article 100755"},"PeriodicalIF":7.1,"publicationDate":"2026-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146015775","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-01Epub Date: 2025-10-27DOI: 10.1016/j.bir.2025.10.019
Meiyi Li , Yufei Gan
Strategic environmental, social, and governance (ESG) disclosure practices that create favorable impressions while concealing unfavorable environmental performance have become increasingly common among corporations. This study investigates how such practices influence green technology innovation bubbles, where firms prioritize innovation quantity over quality. Drawing on institutional theory and impression management perspectives, we examine this relationship using Chinese A-share listed companies (2015–2024). Through propensity score matching, difference-in-differences, placebo tests, and IV approaches, we establish that strategic ESG disclosure positively influences green-innovation bubbles. CEO green experience weakens this relationship, whereas managerial myopia strengthens it. Information asymmetry and greenwashing mediate this relationship. The effects are stronger for non-SOEs, during periods of high economic uncertainty and under weaker environmental regulations. Our study contributes to the sustainability literature by documenting how strategic ESG behavior distorts innovation patterns and provides policy implications for designing effective disclosure regulations.
{"title":"From disclosure to distortion: How strategic ESG disclosure shapes green innovation bubbles","authors":"Meiyi Li , Yufei Gan","doi":"10.1016/j.bir.2025.10.019","DOIUrl":"10.1016/j.bir.2025.10.019","url":null,"abstract":"<div><div>Strategic environmental, social, and governance (ESG) disclosure practices that create favorable impressions while concealing unfavorable environmental performance have become increasingly common among corporations. This study investigates how such practices influence green technology innovation bubbles, where firms prioritize innovation quantity over quality. Drawing on institutional theory and impression management perspectives, we examine this relationship using Chinese A-share listed companies (2015–2024). Through propensity score matching, difference-in-differences, placebo tests, and IV approaches, we establish that strategic ESG disclosure positively influences green-innovation bubbles. CEO green experience weakens this relationship, whereas managerial myopia strengthens it. Information asymmetry and greenwashing mediate this relationship. The effects are stronger for non-SOEs, during periods of high economic uncertainty and under weaker environmental regulations. Our study contributes to the sustainability literature by documenting how strategic ESG behavior distorts innovation patterns and provides policy implications for designing effective disclosure regulations.</div></div>","PeriodicalId":46690,"journal":{"name":"Borsa Istanbul Review","volume":"26 1","pages":"Article 100746"},"PeriodicalIF":7.1,"publicationDate":"2026-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146015777","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-01Epub Date: 2025-12-07DOI: 10.1016/j.bir.2025.100771
Yüksel Okşak , Yasin Büyükkör , Tufan Sarıtaş
In this study, we develop a hybrid forecasting framework that integrates discrete wavelet transform with multiple machine and deep learning architectures to address nonlinearity and regime-dependent dynamics in financial markets. Log-return series using daily data from the BIST 100, S&P 500, and Shanghai Composite indexes spanning 2015–2025 are subject to three-level Daubechies-4 wavelet decomposition, which yields approximation and detail coefficients that capture multiresolution temporal patterns. Four feature configurations are systematically evaluated: base (lagged returns only), pure wavelet approximation (A1–A3), hybrid wavelet approximation (lags combined with A1–A3), and wavelet approximation-detail (A1–A3 with D1–D3). Random forest, Support Vector Regression, Long Short-Term Memory, and Gated Recurrent Unit models are trained on each configuration, enabling direct assessment of the effectiveness of wavelet feature engineering. A three-state Gaussian hidden Markov model identifies bull, bear, and sideways regimes based on risk-adjusted returns, stratifying out-of-sample results to examine model robustness across varying market conditions without influencing training procedures. Our results demonstrate that wavelet-enhanced configurations, in particular the full approximation-detail specification, reduce forecast errors by 20–40 percent across all indexes and algorithms. Diebold–Mariano tests confirm statistical significance both globally and within each market regime. Our findings confirm that discrete wavelet transform is essential preprocessing for volatile financial markets, offering actionable insights for algorithmic trading, risk management, and policy frameworks in emerging economies.
{"title":"Wavelet-enhanced multimodel framework for stock market forecasting: A comprehensive analysis across market regimes","authors":"Yüksel Okşak , Yasin Büyükkör , Tufan Sarıtaş","doi":"10.1016/j.bir.2025.100771","DOIUrl":"10.1016/j.bir.2025.100771","url":null,"abstract":"<div><div>In this study, we develop a hybrid forecasting framework that integrates discrete wavelet transform with multiple machine and deep learning architectures to address nonlinearity and regime-dependent dynamics in financial markets. Log-return series using daily data from the BIST 100, S&P 500, and Shanghai Composite indexes spanning 2015–2025 are subject to three-level Daubechies-4 wavelet decomposition, which yields approximation and detail coefficients that capture multiresolution temporal patterns. Four feature configurations are systematically evaluated: base (lagged returns only), pure wavelet approximation (A1–A3), hybrid wavelet approximation (lags combined with A1–A3), and wavelet approximation-detail (A1–A3 with D1–D3). Random forest, Support Vector Regression, Long Short-Term Memory, and Gated Recurrent Unit models are trained on each configuration, enabling direct assessment of the effectiveness of wavelet feature engineering. A three-state Gaussian hidden Markov model identifies bull, bear, and sideways regimes based on risk-adjusted returns, stratifying out-of-sample results to examine model robustness across varying market conditions without influencing training procedures. Our results demonstrate that wavelet-enhanced configurations, in particular the full approximation-detail specification, reduce forecast errors by 20–40 percent across all indexes and algorithms. Diebold–Mariano tests confirm statistical significance both globally and within each market regime. Our findings confirm that discrete wavelet transform is essential preprocessing for volatile financial markets, offering actionable insights for algorithmic trading, risk management, and policy frameworks in emerging economies.</div></div>","PeriodicalId":46690,"journal":{"name":"Borsa Istanbul Review","volume":"26 1","pages":"Article 100771"},"PeriodicalIF":7.1,"publicationDate":"2026-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146015770","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-01Epub Date: 2025-10-28DOI: 10.1016/j.bir.2025.10.018
Fatima Khaleel, Hajra Ihsan, Abdul Rashid
Diversification in asset management companies is the key feature delivered by mutual funds. Fund managers are responsible for allocating assets in the fund's portfolio to improve risk-adjusted performance and decrease risk. This study analyzes the diversification and governance mechanisms of mutual funds in Pakistan. Moreover, it examines the impact of corporate governance on the asset allocation of Islamic and conventional mutual funds. The main findings revealed that the diversification level of mutual funds is quite satisfactory, which means that funds in Pakistan are diversified on average. Surprisingly, Islamic mutual funds are more diversified than their conventional counterparts. The comparative analysis of Islamic and conventional mutual funds shows that Shariah governance supports the equity type, sukuks, and income funds investment, while it negatively affects the bonds, T-bills, and cash investments. It is also observed that conventional mutual funds prefer to invest in equity and cash-type investments. Similarly, domestic, managerial, and foreign ownership increases diversification in conventional mutual funds, while government, trustees, and institutional ownership escalate diversification in Islamic mutual funds. These findings have important implications for the governance set-up, ownership structure, and diversification of the mutual fund industry to improve the efficiency of asset allocation decisions. The findings also guide managers in a strategic direction to identify the fund's governance features and their impact on the fund's diversification.
{"title":"Do ownership structure and governance matter in asset allocation decisions of Islamic and conventional mutual funds? Empirical evidence from Pakistan","authors":"Fatima Khaleel, Hajra Ihsan, Abdul Rashid","doi":"10.1016/j.bir.2025.10.018","DOIUrl":"10.1016/j.bir.2025.10.018","url":null,"abstract":"<div><div>Diversification in asset management companies is the key feature delivered by mutual funds. Fund managers are responsible for allocating assets in the fund's portfolio to improve risk-adjusted performance and decrease risk. This study analyzes the diversification and governance mechanisms of mutual funds in Pakistan. Moreover, it examines the impact of corporate governance on the asset allocation of Islamic and conventional mutual funds. The main findings revealed that the diversification level of mutual funds is quite satisfactory, which means that funds in Pakistan are diversified on average. Surprisingly, Islamic mutual funds are more diversified than their conventional counterparts. The comparative analysis of Islamic and conventional mutual funds shows that <em>Shariah</em> governance supports the equity type, <em>sukuks,</em> and income funds investment, while it negatively affects the bonds, T-bills, and cash investments. It is also observed that conventional mutual funds prefer to invest in equity and cash-type investments. Similarly, domestic, managerial, and foreign ownership increases diversification in conventional mutual funds, while government, trustees, and institutional ownership escalate diversification in Islamic mutual funds. These findings have important implications for the governance set-up, ownership structure, and diversification of the mutual fund industry to improve the efficiency of asset allocation decisions. The findings also guide managers in a strategic direction to identify the fund's governance features and their impact on the fund's diversification.</div></div>","PeriodicalId":46690,"journal":{"name":"Borsa Istanbul Review","volume":"26 1","pages":"Article 100745"},"PeriodicalIF":7.1,"publicationDate":"2026-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146015769","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-12-01Epub Date: 2025-09-13DOI: 10.1016/j.bir.2025.08.004
Metin İlbasmış , Hakan Altın , Büşra Yılmaz
This study examines the causal impact of financial literacy education on financially responsible behavior using a quasi-experimental design among 125 undergraduate students in Türkiye. The study compares outcomes between a treatment group that received structured financial literacy training and a control group that did not. The results show that even a brief educational intervention significantly enhances objective financial literacy and leads to more prudent financial behaviors, including budgeting, saving, purchasing insurance, and investment planning. By addressing endogeneity concerns and targeting individuals at a critical decision-making stage of life, this study provides empirical evidence of the effectiveness of financial education, offering valuable insights for policy development in emerging market contexts.
{"title":"Can financial literacy training improve financially responsible behavior? Experimental evidence from Turkish undergraduates","authors":"Metin İlbasmış , Hakan Altın , Büşra Yılmaz","doi":"10.1016/j.bir.2025.08.004","DOIUrl":"10.1016/j.bir.2025.08.004","url":null,"abstract":"<div><div>This study examines the causal impact of financial literacy education on financially responsible behavior using a quasi-experimental design among 125 undergraduate students in Türkiye. The study compares outcomes between a treatment group that received structured financial literacy training and a control group that did not. The results show that even a brief educational intervention significantly enhances objective financial literacy and leads to more prudent financial behaviors, including budgeting, saving, purchasing insurance, and investment planning. By addressing endogeneity concerns and targeting individuals at a critical decision-making stage of life, this study provides empirical evidence of the effectiveness of financial education, offering valuable insights for policy development in emerging market contexts.</div></div>","PeriodicalId":46690,"journal":{"name":"Borsa Istanbul Review","volume":"25 ","pages":"Pages 137-145"},"PeriodicalIF":7.1,"publicationDate":"2025-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145555340","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-12-01Epub Date: 2025-07-21DOI: 10.1016/j.bir.2025.07.010
Abdullah Kürşat Merter , Yavuz Selim Balcıoğlu
This study addresses a critical gap in understanding why financial literacy interventions often prove ineffective by examining the role of metacognitive miscalibration in financial decision-making. We investigate how individuals who systematically overestimate their financial knowledge exhibit distinct behavioral patterns that undermine financial outcomes across multiple domains. Drawing on nationally representative data from the 2021 U.S. National Financial Capability Study, we analyzed decision-making patterns among individuals exhibiting financial overconfidence compared to equally knowledgeable peers without such overconfidence. Results demonstrated that overconfident individuals significantly reduce their investment participation, retirement planning, and emergency savings behaviors. Paradoxically, these individuals reported higher financial satisfaction despite objectively poorer outcomes, creating a feedback loop that prevents corrective learning. These findings showed that misjudging one's own financial knowledge was a consistent obstacle to being financially healthy, as it leads to reduces help-seeking behavior and poor risk evaluation, clarifying why regular financial education programs often don't work well.
{"title":"Financial literacy and decision-making: The impact of knowledge gaps on financial outcomes","authors":"Abdullah Kürşat Merter , Yavuz Selim Balcıoğlu","doi":"10.1016/j.bir.2025.07.010","DOIUrl":"10.1016/j.bir.2025.07.010","url":null,"abstract":"<div><div>This study addresses a critical gap in understanding why financial literacy interventions often prove ineffective by examining the role of metacognitive miscalibration in financial decision-making. We investigate how individuals who systematically overestimate their financial knowledge exhibit distinct behavioral patterns that undermine financial outcomes across multiple domains. Drawing on nationally representative data from the 2021 U.S. National Financial Capability Study, we analyzed decision-making patterns among individuals exhibiting financial overconfidence compared to equally knowledgeable peers without such overconfidence. Results demonstrated that overconfident individuals significantly reduce their investment participation, retirement planning, and emergency savings behaviors. Paradoxically, these individuals reported higher financial satisfaction despite objectively poorer outcomes, creating a feedback loop that prevents corrective learning. These findings showed that misjudging one's own financial knowledge was a consistent obstacle to being financially healthy, as it leads to reduces help-seeking behavior and poor risk evaluation, clarifying why regular financial education programs often don't work well.</div></div>","PeriodicalId":46690,"journal":{"name":"Borsa Istanbul Review","volume":"25 ","pages":"Pages 101-108"},"PeriodicalIF":7.1,"publicationDate":"2025-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145555430","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-12-01Epub Date: 2025-10-16DOI: 10.1016/j.bir.2025.10.015
Ana Luiza Paraboni , Ani Caroline Grigion Potrich , Kelmara Mendes Vieira
This study proposed and validated a model of financial citizenship that integrates financial literacy, inclusion, and protection, comparing its applicability and mean differences between Brazilians and French. A sample from both countries was investigated. The data were analyzed using descriptive statistics, structural equation modeling, model invariance testing, and mean differences analysis. The invariance analysis confirmed that the model has an equivalent factor structure in both countries, enabling valid and consistent comparisons. The results indicated no significant differences in the mean scores for financial literacy and financial protection between the groups, possibly due to similarities in national financial education strategies. However, Brazilians scored significantly higher in financial inclusion and citizenship, suggesting some advances in financial practices in Brazil (e.g., the adoption of PIX) and thus expand access to digital banking services. This work advances the cross-cultural validity of the financial citizenship model and demonstrates its usefulness for international research.
{"title":"Financial citizenship beyond borders: Validation of a model between Brazil and France","authors":"Ana Luiza Paraboni , Ani Caroline Grigion Potrich , Kelmara Mendes Vieira","doi":"10.1016/j.bir.2025.10.015","DOIUrl":"10.1016/j.bir.2025.10.015","url":null,"abstract":"<div><div>This study proposed and validated a model of financial citizenship that integrates financial literacy, inclusion, and protection, comparing its applicability and mean differences between Brazilians and French. A sample from both countries was investigated. The data were analyzed using descriptive statistics, structural equation modeling, model invariance testing, and mean differences analysis. The invariance analysis confirmed that the model has an equivalent factor structure in both countries, enabling valid and consistent comparisons. The results indicated no significant differences in the mean scores for financial literacy and financial protection between the groups, possibly due to similarities in national financial education strategies. However, Brazilians scored significantly higher in financial inclusion and citizenship, suggesting some advances in financial practices in Brazil (e.g., the adoption of PIX) and thus expand access to digital banking services. This work advances the cross-cultural validity of the financial citizenship model and demonstrates its usefulness for international research.</div></div>","PeriodicalId":46690,"journal":{"name":"Borsa Istanbul Review","volume":"25 ","pages":"Pages 167-176"},"PeriodicalIF":7.1,"publicationDate":"2025-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145555343","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Building on social cognitive theory (SCT), consumer socialization theory (TCS), and the theory of planned behavior (TPB), this study investigates the main factors that influence financial literacy among individual investors in India, an emerging market. A cross-sectional survey of 384 investors, conducted using purposive sampling and a structured questionnaire, assesses their financial behaviors, attitudes, knowledge, and nine demographic and socioeconomic variables. Our logistic regression analysis shows that gender, income, family life-cycle stage, and workplace activity significantly affect financial literacy levels. The TPB constructs, financial knowledge, behavior, and attitude, further support the model, highlighting strong links with higher financial literacy. Unlike previous research, which focuses on general or occupational groups, this study uniquely includes workplace activity as a new predictor and combines TPB with TCS to examine investor-specific dynamics. The results provide theoretical insights and practical guidance for policy makers, financial educators, and service providers seeking to enhance financial literacy among investors in India.
{"title":"Financial literacy antecedents: Testing the social cognitive, consumer socialization, and planned behavior theories with Indian investors","authors":"Sumita Jagdishprasad Shroff , Udai Lal Paliwal , Narayanage Jayantha Dewasiri","doi":"10.1016/j.bir.2025.08.005","DOIUrl":"10.1016/j.bir.2025.08.005","url":null,"abstract":"<div><div>Building on social cognitive theory (SCT), consumer socialization theory (TCS), and the theory of planned behavior (TPB), this study investigates the main factors that influence financial literacy among individual investors in India, an emerging market. A cross-sectional survey of 384 investors, conducted using purposive sampling and a structured questionnaire, assesses their financial behaviors, attitudes, knowledge, and nine demographic and socioeconomic variables. Our logistic regression analysis shows that gender, income, family life-cycle stage, and workplace activity significantly affect financial literacy levels. The TPB constructs, financial knowledge, behavior, and attitude, further support the model, highlighting strong links with higher financial literacy. Unlike previous research, which focuses on general or occupational groups, this study uniquely includes workplace activity as a new predictor and combines TPB with TCS to examine investor-specific dynamics. The results provide theoretical insights and practical guidance for policy makers, financial educators, and service providers seeking to enhance financial literacy among investors in India.</div></div>","PeriodicalId":46690,"journal":{"name":"Borsa Istanbul Review","volume":"25 ","pages":"Pages 128-136"},"PeriodicalIF":7.1,"publicationDate":"2025-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145555361","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-12-01Epub Date: 2025-09-06DOI: 10.1016/j.bir.2025.09.001
Çağrı Hamurcu , Adalet Hazar , Şenol Babuşcu
This study develops a portfolio-focused behavioral model to investigate how the multidimensional components of financial literacy—knowledge, attitude, and behavior—shape financial risk tolerance among mutual fund investors in Türkiye. Whereas most papers evaluate the influence of financial literacy on investment decisions using broad investor samples, this study centers on individuals who make professionally managed, portfolio-based investment decisions, thereby making a contribution to the literature. Mutual fund investors typically have higher financial awareness and structured decision-making processes, enabling a more nuanced analysis of the impact of financial literacy dimensions on risk tolerance. Drawing on behavioral finance, financial capability theory, and the theory of planned behavior, the model traces direct and indirect paths from literacy components to risk preferences. Based on data from 703 Turkish mutual fund investors and using validated Organization for Economic Cooperation and Development (OECD)/International Network on Financial Education (INFE) and Grable-Lytton scales, our structural equation model (SEM) reveals that financial behavior is the primary driver of risk tolerance, mediating the influence of knowledge and attitudes. These findings emphasize that financial literacy translates into risk-related decision-making primarily through behavior. The study highlights the behavioral dynamics of financial capability in emerging markets and calls for financial education programs that go beyond knowledge transfer to cultivate actionable attitudes and proactive behaviors among informed investors.
{"title":"A portfolio-focused behavioral model linking financial literacy and risk tolerance: Evidence from mutual fund investors in Türkiye","authors":"Çağrı Hamurcu , Adalet Hazar , Şenol Babuşcu","doi":"10.1016/j.bir.2025.09.001","DOIUrl":"10.1016/j.bir.2025.09.001","url":null,"abstract":"<div><div>This study develops a portfolio-focused behavioral model to investigate how the multidimensional components of financial literacy—knowledge, attitude, and behavior—shape financial risk tolerance among mutual fund investors in Türkiye. Whereas most papers evaluate the influence of financial literacy on investment decisions using broad investor samples, this study centers on individuals who make professionally managed, portfolio-based investment decisions, thereby making a contribution to the literature. Mutual fund investors typically have higher financial awareness and structured decision-making processes, enabling a more nuanced analysis of the impact of financial literacy dimensions on risk tolerance. Drawing on behavioral finance, financial capability theory, and the theory of planned behavior, the model traces direct and indirect paths from literacy components to risk preferences. Based on data from 703 Turkish mutual fund investors and using validated Organization for Economic Cooperation and Development (OECD)/International Network on Financial Education (INFE) and Grable-Lytton scales, our structural equation model (SEM) reveals that financial behavior is the primary driver of risk tolerance, mediating the influence of knowledge and attitudes. These findings emphasize that financial literacy translates into risk-related decision-making primarily through behavior. The study highlights the behavioral dynamics of financial capability in emerging markets and calls for financial education programs that go beyond knowledge transfer to cultivate actionable attitudes and proactive behaviors among informed investors.</div></div>","PeriodicalId":46690,"journal":{"name":"Borsa Istanbul Review","volume":"25 ","pages":"Pages 119-127"},"PeriodicalIF":7.1,"publicationDate":"2025-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145555432","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}