Open Access. Powered by Scholars. Published by Universities.®
Social and Behavioral Sciences Commons™
Open Access. Powered by Scholars. Published by Universities.®
- Institution
-
- Yale University (3476)
- Singapore Management University (2458)
- University of New Mexico (2331)
- Western Kentucky University (2242)
- Bard College (1889)
-
- W.E. Upjohn Institute for Employment Research (1460)
- Western University (1423)
- Central Bank of Nigeria (1240)
- Universitas Indonesia (962)
- Chapman University (841)
- University of Nebraska - Lincoln (785)
- Claremont Colleges (754)
- South Dakota State University (721)
- Syracuse University (695)
- West Virginia University (686)
- City University of New York (CUNY) (674)
- Old Dominion University (672)
- University of Kentucky (642)
- Utah State University (608)
- Al-Muthanna University (576)
- University of Nevada, Las Vegas (552)
- Marquette University (533)
- Institute of Business Administration (532)
- University of Texas at El Paso (502)
- Western Michigan University (453)
- Illinois Wesleyan University (451)
- Chulalongkorn University (447)
- University of Rhode Island (428)
- Portland State University (394)
- De La Salle University (388)
- Keyword
-
- Kentucky (2142)
- Industry (2064)
- Infrastructure (2001)
- Economics (1468)
- Economic development (1450)
-
- Economic Development (1311)
- Employment (787)
- LABOR MARKET ISSUES (615)
- Economy (488)
- ECONOMIC DEVELOPMENT (426)
- Labor (422)
- Nigeria (396)
- Education (384)
- Economic growth (382)
- UNEMPLOYMENT, DISABILITY, and INCOME SUPPORT PROGRAMS (382)
- Poverty (347)
- Regional policy and planning (341)
- Economic policy (335)
- Development (330)
- China (311)
- Unemployment (311)
- COVID-19 (307)
- WORKFORCE DEVELOPMENT (280)
- United States (270)
- Economic indicators (258)
- Monetary policy (256)
- Globalization (247)
- Unemployment insurance (240)
- Inequality (239)
- Inflation (233)
- Publication Year
- Publication
-
- Cowles Foundation Discussion Papers (2930)
- Research Collection School Of Economics (1734)
- Archives of Anwar Shaikh (1335)
- Historic Publications (1322)
- Department of Economics Research Reports (751)
-
- Muthanna Journal of Administrative and Economics Sciences (576)
- Economics Commentator (1972- 2016) (549)
- Economics Faculty Publications (547)
- Economic and Financial Review (542)
- Hyman P. Minsky Archive (502)
- Journal of Financial Crises (471)
- Chulalongkorn University Theses and Dissertations (Chula ETD) (441)
- BBER Publications (438)
- Bullion (429)
- CMC Senior Theses (421)
- Economics Faculty Research and Publications (415)
- Economics (387)
- Quarterly Census of Employment and Wages (386)
- Center for Policy Research (373)
- Upjohn Institute Working Papers (371)
- Independent Study Project (ISP) Collection (338)
- World Maritime University Dissertations (328)
- Jurnal Ekonomi dan Pembangunan Indonesia (327)
- Theses and Dissertations (323)
- Honors Theses (320)
- ESI Working Papers (318)
- Master's Theses (309)
- DLSU Business & Economics Review (307)
- Electronic Theses and Dissertations (304)
- All Graduate Theses and Dissertations, Spring 1920 to Summer 2023 (288)
- Publication Type
Articles 8761 - 8790 of 47352
Full-Text Articles in Social and Behavioral Sciences
Undergraduate Financial Knowledge, Attitudes, And Behaviors: The Impact Of Financial Life Skills Course On College Students, Cliff A. Robb, Somalis Chy
Undergraduate Financial Knowledge, Attitudes, And Behaviors: The Impact Of Financial Life Skills Course On College Students, Cliff A. Robb, Somalis Chy
Grantee Research
The end goal of any program focused on financial literacy is to ultimately improve consumer well-being. Although financial literacy is widely acknowledged as increasingly important for consumers (Keshner, 2021), application of financial literacy programs and provision of supports and resources for consumers has not been consistent in the United States. Currently, thirty-three states require basic financial education in high school, though specific content, depth, and structure varies both within and across states. At the college-level, courses are often elective and content vary significantly from one college or university to another (Goetz et al., 2011; Jobst, 2014; LaBorde & Mottner, 2016; …
Application Of Fmea In Solving The Financial Inclusion Issue In India, Chandravadan Shrihari Goritiyal, Shreya Surve
Application Of Fmea In Solving The Financial Inclusion Issue In India, Chandravadan Shrihari Goritiyal, Shreya Surve
International Review of Business and Economics
Failure mode and effect analysis (FMEA) is an operational tool which systematically, proactively evaluates the method to spot where the potential failure might occur and identify the potential causes, which would help to reduce the relevant impact of various failures in the process. Financial inclusion generally understood to mean the method of ensuring access to appropriate financial products and services needed by all sections of society including vulnerable groups at an economical cost. It's an immediate impact on the expansion of the economy of the country. This paper analyses the effect of Indian citizen participation in financial inclusion and identifies …
Optimum Commodity Taxation When Employment Matters, P. Nandakumar Warreir
Optimum Commodity Taxation When Employment Matters, P. Nandakumar Warreir
International Review of Business and Economics
Ramsey's inelasticity rule for optimum commodity taxation has been criticized for indicating tax rates for basic necessities which have lower elasticities of demand than luxury consumption items. However, it is noted that skilful marketing techniques tend to lower the demand elasticities of luxury items so that it is not evident that the Ramsey rule is inequitable. In this paper equity concerns from a macroeconomic viewpoint are introduced, modifying the Ramsey rule approach by including total employment in the decision-maker's utility function. Then it is seen that the relative tax rate of the product which is more labour-intensive in production is …
Long-Term Effects Of In Utero Exposure To “The Year Without A Summer”, Hamid Noghanibehambari, Farzaneh Noghani, Nahid Tavassoli, Mostafa Toranji
Long-Term Effects Of In Utero Exposure To “The Year Without A Summer”, Hamid Noghanibehambari, Farzaneh Noghani, Nahid Tavassoli, Mostafa Toranji
Economic and Business Review
This paper uses the aftermath of the great Tambora eruption in 1815 as a natural experiment to explore the long-term effects of a nutritional shock during prenatal development. The volcanic explosion of Tambora formed substantial ash columns which hampered sunlight, cooled down the surface temperature, reduced the length of the growing season, and led to a severe harvest failure during summer and winter of 1816 in Europe and northeastern states of America. US decennial census 1850 provides evidence that cohorts in utero during the climate anomaly revealed lower literacy rates, lower labor force participation rates, a fewer number of own …
Organizational Structure And Pricing: Evidence From A Large U.S. Airline, Ali Hortaçsu, Olivia R. Natan, Hayden Parsley, Timothy Schwieg, Kevin R. Williams
Organizational Structure And Pricing: Evidence From A Large U.S. Airline, Ali Hortaçsu, Olivia R. Natan, Hayden Parsley, Timothy Schwieg, Kevin R. Williams
Cowles Foundation Discussion Papers
Firms often involve multiple departments for critical decisions that may result in coordination failures. Using data from a large U.S. airline, we document the presence of important pricing biases that differ significantly from dynamically optimal profit maximization. However, these biases can be rationalized as a “second-best” after accounting for department decision rights. We show that assuming prices are generated through profit maximization biases demand estimates and that second-best prices can persist, even under improvements to pricing algorithm inputs. Our results suggest caution in abstracting from organizational structure and drawing inferences from firms’ pricing decisions alone.
Coresets For Regressions With Panel Data, Lingxiao Huang, K. Sudhir, Nisheeth Vishnoi
Coresets For Regressions With Panel Data, Lingxiao Huang, K. Sudhir, Nisheeth Vishnoi
Cowles Foundation Discussion Papers
This paper introduces the problem of coresets for regression problems to panel data settings. We first define coresets for several variants of regression problems with panel data and then present efficient algorithms to construct coresets of size that depend polynomially on 1/ε (where ε is the error parameter) and the number of regression parameters – independent of the number of individuals in the panel data or the time units each individual is observed for. Our approach is based on the Feldman-Langberg framework in which a key step is to upper bound the “total sensitivity” that is roughly the sum of …
Organizational Structure And Pricing: Evidence From A Large U.S. Airline, Ali Hortaçsu, Olivia R. Natan, Hayden Parsley, Timothy Schwieg, Kevin R. Williams
Organizational Structure And Pricing: Evidence From A Large U.S. Airline, Ali Hortaçsu, Olivia R. Natan, Hayden Parsley, Timothy Schwieg, Kevin R. Williams
Cowles Foundation Discussion Papers
Although typically modeled as a centralized firm decision, pricing often involves multiple organizational teams that have decision rights over specific pricing inputs. We study team input decisions using comprehensive data from a large U.S. airline. We document that pricing at a sophisticated firm is subject to miscoordination across teams, uses persistently biased forecasts, and does not account for cross-price elasticities. With structural demand estimates derived from sales and search data, we find that addressing one team’s biases in isolation has little impact on market outcomes. We show that teams do not optimally account for biases introduced by other teams. We …
An Accounting And Economic Analysis Of Various Tax Plans And Strategies, Max Catalanotto
An Accounting And Economic Analysis Of Various Tax Plans And Strategies, Max Catalanotto
Honors Capstones
No abstract provided.
The Giver: Vision & Memory, Alexander J. Dontre
The Giver: Vision & Memory, Alexander J. Dontre
All Faculty and Staff Scholarship
A memory hole is the banishment of problematic thoughts. We exile that which we prefer not to exist. Enter the perilous Memory Hole: The Psychology of Dystopia, to explore a legion of social and psychological themes through the lens of dystopian literature. The crushing fist of 1984 annihilating thoughts from existence as a means of persuasion. The exquisite seduction of addiction as an agent of control in Brave New World. Incineration of the written word to bask in the embers of peace of mind in Fahrenheit 451. Each chapter weaves in and out of the dystopian realms forged …
A Game Theoretic Study On Csr And Government Intervention For Sustainable Production, Katherine Ann J. Fernandez, Joshua Ryan C. Go, Jean Nicole L. Ng, Bianca Alanis Ysabel C. Redulla, Jason P. Alinsunurin, Dickson A. Lim, Mariel Monica R. Sauler
A Game Theoretic Study On Csr And Government Intervention For Sustainable Production, Katherine Ann J. Fernandez, Joshua Ryan C. Go, Jean Nicole L. Ng, Bianca Alanis Ysabel C. Redulla, Jason P. Alinsunurin, Dickson A. Lim, Mariel Monica R. Sauler
Angelo King Institute for Economic and Business Studies (AKI)
We use a game theoretic approach to assess how the government can influence firms’ CSR investment and production decisions to enhance social welfare, considering the negative externalities brought by unsustainable production and positive externalities brought by CSR investments. Using a Stackelberg duopoly as a base model and lump-sum tax as the government’s decision variable, we find that when the government chooses not to intervene, it results in greater environmental damage as firms will underinvest in CSR and overproduce in quantity to achieve profit maximization. As such, the model extends to the assumption that the government acts as a benevolent dictator …
Teaching Math With Confidence-Recommendations For Improving Numeracy From The Lens Of Confidence Building, Louie Bernard A. Jacob, Miguel Angelo S. Rabago, Hans Erickson A. Tan, Lawrence Dacuycuy, Gerardo L. Largoza, Maria Fe Carmen L. Dabbay
Teaching Math With Confidence-Recommendations For Improving Numeracy From The Lens Of Confidence Building, Louie Bernard A. Jacob, Miguel Angelo S. Rabago, Hans Erickson A. Tan, Lawrence Dacuycuy, Gerardo L. Largoza, Maria Fe Carmen L. Dabbay
Angelo King Institute for Economic and Business Studies (AKI)
Despite the vast amount of literature surrounding the topic of financial literacy and related problems, there is still no universally accepted solution to this issue because the main factors causing financial literacy problems are still not fully understood both by researchers and current policy-makers. A possible new approach was discovered by Skagerlund et al. (2018), as their research suggested that financial literacy is driven by numeracy (the ability to process and perform basic numerical concepts and calculations) rather than direct knowledge about financial concepts. Given that numeracy is an effort based task, this policy brief provides a list of recommendations …
Paso Del Norte Economic Indicator Review, November, Hunt Institute For Global Competitiveness
Paso Del Norte Economic Indicator Review, November, Hunt Institute For Global Competitiveness
Technical Reports
No abstract provided.
Behavioral Bias In Occupational Fatality Risk: Theory, Evidence, And Implications, Perry Singleton
Behavioral Bias In Occupational Fatality Risk: Theory, Evidence, And Implications, Perry Singleton
Center for Policy Research
Behavioral bias in occupational fatality risk is introduced to the theoretical framework of hedonic wages, yielding an endogenous risk ceiling that increases social welfare. Empirically, bias is most evident among workers with no high school diploma, who do not report relatively greater exposure to death in high fatality rate occupations. These findings suggest that extant population estimates of value of statistical life are biased downwards and should be factored by at least 1.35. Under reasonable assumptions, simulations suggest an optimal risk ceiling between 73.0 to 85.9 percentile of the population distribution of occupational fatality risk.
Africa’S Development Debts, B. J. Ndulu, Stephen A. O'Connell
Africa’S Development Debts, B. J. Ndulu, Stephen A. O'Connell
Economics Faculty Works
No abstract provided.
The Effects Of Recreational Cannabis Access On Labor Markets: Evidence From Colorado, Avinandan Chakraborty, Jacqueline Doremus, Sarah Stith
The Effects Of Recreational Cannabis Access On Labor Markets: Evidence From Colorado, Avinandan Chakraborty, Jacqueline Doremus, Sarah Stith
Economics
Recreational cannabis markets possibly increase labor demand through investments in facilities for growing, processing, and retail sales of cannabis, as well as through other industries such as manufacturing, leisure, and hospitality. However, this increase in labor demand may vary substantially across counties within a state as most states with legal recreational canna-bis allow individual counties to ban commercial cannabis sales. Meanwhile, labor supply may change through positive and negative effects from cannabis use. Using county-level Colorado data from 2011 to 2018 and exploiting variation across counties in the existence and timing of the start of dispensary sales, we test for …
What Makes A Classmate A Peer? Examining Which Peers Matter In Nyc Elementary Schools, William C. Horrace, Hyunseok Jung, Jonathan L. Pressler, Amy Ellen Schwartz
What Makes A Classmate A Peer? Examining Which Peers Matter In Nyc Elementary Schools, William C. Horrace, Hyunseok Jung, Jonathan L. Pressler, Amy Ellen Schwartz
Center for Policy Research
Generalizing the group interaction model of Lee (2007), we identify and estimate the effects of student level social spillovers on standardized test performance in New York City (NYC) elementary schools. We leverage student demographic data to construct within-classroom social networks based on shared student characteristics, such as a gender or ethnicity. Rather than aggregate shared characteristics into a single network matrix, we specify additively separate network matrices for each shared characteristic and estimate city-wide peer effects for each one. Conditional on being in the same classroom, we find that the most important student peer effects are shared ethnicity, gender, and …
Do Black-Owned Banks Substitute For Payday Lenders? An Exploratory Study, James R. Barth, Richard J. Cebula, Jiayi Xu
Do Black-Owned Banks Substitute For Payday Lenders? An Exploratory Study, James R. Barth, Richard J. Cebula, Jiayi Xu
American Business Review
The annualized interest rate charged on payday loans can reach 1,950 percent, whereas similar rates charged by banks are typically less than 25 percent. Also, persons borrowing from payday lenders and paying the higher interest rates are disproportionately lower-income Blacks. This provides an incentive for Blacks seeking loans to turn to banks rather than payday lenders. This may be more likely to happen when there are Black-owned banks in communities with greater percentages of Blacks. Indeed, offices of such banks may substitute for payday loan stores, providing a greater opportunity for Blacks to avoid the higher interest rates associated with …
Borderplex Business Barometer, Volume 5, Number 11, Thomas M. Fullerton Jr., Steven L. Fullerton
Borderplex Business Barometer, Volume 5, Number 11, Thomas M. Fullerton Jr., Steven L. Fullerton
Border Region Modeling Project
No abstract provided.
Navigating The Pandemic As It Enters Its Second Year, Havovi Joshi
Navigating The Pandemic As It Enters Its Second Year, Havovi Joshi
Asian Management Insights
Many countries, enabled by the rapid vaccine rollout, experienced some moments of relief from the Covid-19 pandemic as they embarked on their long and winding transition toward normalcy. However, despite the Herculean effort expended, achieving herd immunity remains a distant goal for many due to the emergence of the highly transmissible and lethal Delta variant and the persistence of vaccine hesitancy. As such, the coronavirus continues to upend lives, businesses, and society, and the playbook for survival will still be a work-in-progress
A Data Envelopment Analysis Approach To Portfolio Selection: An Application To The Blue Chip Stocks In The Philippine Stock Exchange (2010-2019), Vishal Bhagia, Colleen Monica K. Chiu, Paulynne J. Castillo, Roberto B. Raymundo, Joel Q. Tanchuco
A Data Envelopment Analysis Approach To Portfolio Selection: An Application To The Blue Chip Stocks In The Philippine Stock Exchange (2010-2019), Vishal Bhagia, Colleen Monica K. Chiu, Paulynne J. Castillo, Roberto B. Raymundo, Joel Q. Tanchuco
Angelo King Institute for Economic and Business Studies (AKI)
There has been a growing interest in the application of data envelopment analysis (DEA) as a nonparametric approach in portfolio optimization due to its flexibility in overcoming the limitations of the conventional mean-variance portfolio (MVP) model. Therefore, this study aims to validate the allocative efficiency of the DEA cross-efficiency model using blue chip stocks in the Philippine Stock Exchange from 2010 to 2019. This study finds that the proposed model is able to distinguish a unique set of best-performing stocks across each holding period and outperforms the MVP more consistently. The results of this study suggest that the proposed DEA …
“Lord, Mr. Ford!" The Overall Estimated Economic Impacts Of The New Blueovalsk Battery Park In Glendale, Kentucky, Thomas E. Lambert
“Lord, Mr. Ford!" The Overall Estimated Economic Impacts Of The New Blueovalsk Battery Park In Glendale, Kentucky, Thomas E. Lambert
Faculty and Staff Scholarship
No abstract provided.
Algorithmic Transparency, Jian Sun
Algorithmic Transparency, Jian Sun
Research Collection Lee Kong Chian School Of Business
I study the optimal algorithmic disclosure in a lending market where lenders use a predictive algorithm to mitigate adverse selection. The predictive algorithm is unobservable to borrowers and uses a manipulable borrower feature as input. A regulator maximizes market efficiency by disclosing information about the statistical properties of variables embedded in the predictive algorithm to borrowers. Under the optimal disclosure policy, the posterior belief consists of two disjoint regions in which the borrower feature is more relevant and less relevant in predicting borrower quality, respectively. The optimal disclosure policy differentiates posterior lending market equilibria by the equilibrium data manipulation levels. …
Co-Worker Altruism And Unemployment, Jorge Vásquez, Marek Weretka
Co-Worker Altruism And Unemployment, Jorge Vásquez, Marek Weretka
Economics: Faculty Publications
It is well-known that social relationships and altruism among workers foster cooperation in the workplace and, therefore, may have beneficial effects for firms. Yet it is unclear how and to what extent co-worker altruism impacts labor market outcomes. In this paper, we find that, although co-worker altruism may be seamless in good times, it may impact the functioning of labor markets during bad times. Specifically, co-worker altruism may potentially lead to wage rigidity and involuntary unemployment in economic downturns. These results seem to be consistent with recent empirical findings.
Prosocial Option Increases Women’S Entry Into Competition, Alessandra Cassar, Mary L. Rigdon
Prosocial Option Increases Women’S Entry Into Competition, Alessandra Cassar, Mary L. Rigdon
ESI Publications
We provide evidence that women enter competitions at the same rate as men when the incentive for winning includes the option to share part of the rewards with the losers (i.e., when the incentive system is socially oriented). Using an experiment (with N = 238 subjects from three laboratories), we find that about 16% more men than women choose to compete in the standard tournament; this gender gap is eliminated in the socially oriented incentive treatment. While men’s choice to compete remains unchanged, at around 52% in both conditions, women increase their entry rate from 35% in the standard tournament …
Covid-19 And Women-Led Businesses Around The World, Yu Liu, Siqi Wei, Jian Xu
Covid-19 And Women-Led Businesses Around The World, Yu Liu, Siqi Wei, Jian Xu
School of Economics and Finance Faculty Publications
The impacts of crises are never gender-neutral, and the COVID-19 pandemic is no exception. Using a brand-new dataset covering 24 countries, we document that women-led businesses are subject to a higher likelihood of closure and a longer closure duration than men-led businesses during the pandemic. Women business leaders are also more pessimistic about the future than men business leaders. The disadvantages suffered by women-led businesses widen in high gender inequality economies and developing economies. Our results further indicate that finance and labor factors are likely to be the major contributors to these disadvantages. We suggest that COVID-19′s policy response should …
The Behavioral Si* Model, With Applications To The Swine Flu And Covid-19 Pandemics, Jussi Keppo, Marianna Kudlyak, Elena Quercioli, Lones Smith, Andrea Wilson
The Behavioral Si* Model, With Applications To The Swine Flu And Covid-19 Pandemics, Jussi Keppo, Marianna Kudlyak, Elena Quercioli, Lones Smith, Andrea Wilson
School of Economics and Finance Faculty Publications
The 1927 SIR contagion model is the dynamical system for an infection that passes at a constant rate in random pairwise meetings. Our Behavioral SI* Model assumes that everyone has access to a constant elasticity of avoidance technology. We then derive the passing rate in fully solvable Nash equilibrium of the game where everyone optimizes. The resulting dynamics are log-linear, and incidence is log-linear in prevalence, with slope less than one.
The SI* models yields extreme predictions for major contagions, not realized. At breakout, the SI* models capture exponential growth. In our BSI* model, increasing avoidance behavior bends the curve, …
Stock Return Prediction Using Financial News: A Unified Sequence Model Based On Hierarchical Attention And Long-Short Term Memory Networks, Haoling Chen, Peng Liu
Stock Return Prediction Using Financial News: A Unified Sequence Model Based On Hierarchical Attention And Long-Short Term Memory Networks, Haoling Chen, Peng Liu
Research Collection Lee Kong Chian School Of Business
Stock return prediction has been a hot topic in both research and industry given its potential for large financial gain. The return signal, apart from its inherent volatility and complexity, is often accompanied by a multitude of noises, such as other stocks’ performance, macroeconomic factors and financial news, etc. To better characterize these factors, we propose a new model that consists of two levels of sequence: an NLP-based module to capture the sequential nature of words and sentences in the financial news, and a time-series-based module to exploit the sequential nature of adjacent observations in the stock price. In this …
Volatility Timing Under Low-Volatility Strategy, Poh Ling Neo, Chyng Wen Tee
Volatility Timing Under Low-Volatility Strategy, Poh Ling Neo, Chyng Wen Tee
Research Collection Lee Kong Chian School Of Business
The authors show that the slope of the volatility decile portfolio’s return profile contains valuable information that can be used to time volatility under different market conditions in the United States. During good (bad) market conditions, the high- (low-) volatility portfolio produces the highest return. The authors proceed to devise a volatility timing strategy based on statistical tests on the slope of the volatility decile portfolio’s return profile. Volatility timing is achieved by being aggressive during strong growth periods and conservative during market downturns. Superior performance is obtained, with an additional return of 4.1% observed in the volatility timing strategy, …
Socially Responsible Corporate Customers, Rui Dai, Hao Liang, Lilian Ng
Socially Responsible Corporate Customers, Rui Dai, Hao Liang, Lilian Ng
Research Collection Lee Kong Chian School Of Business
Corporate customers are an important stakeholder in global supply chains. We employ several unique international databases to test whether socially responsible corporate customers can infuse similar socially responsible business behavior in suppliers. Our findings suggest a unilateral effect on corporate social responsibility (CSR) only from customers to suppliers, an evidence further supported by exogenous variation in customers’ close-call CSR proposals and by product scandals. Customers exert influence on suppliers’ CSR through positive assortative matching and their decision-making process. Enhanced collaborative CSR efforts help improve operational efficiency and firm valuation of both customers and suppliers but increase only the customers’ future …
Essays On The Impacts Of Extreme Natural Events On Health, Moumita Ghorai
Essays On The Impacts Of Extreme Natural Events On Health, Moumita Ghorai
Dissertations
This dissertation comprises three chapters that examine how extreme events impact health outcomes such as short-term illness, body mass index, probability of pre-term birth, and mortality. The study reveals the severe consequences of these events and shows that certain groups within a particular country are affected disproportionately.
The first chapter examines whether National Rural Employment Guarantee Scheme (NREGS), India’s flagship workfare program, mitigates adverse health outcomes of a drought. This paper contributes to a growing area of research on adaptations to climate change. Using Indian Human Development Survey (2004-2005 and 2010-2011), a nationally representative panel data set, and high resolution …