Ownership of Cash Value Life Insurance among Rural Households: Utilization of Machine Learning Algorithms to Find Predictors
Author
Abstract
Suggested Citation
Download full text from publisher
References listed on IDEAS
- Swati Prasad & Ravi Kiran & Rakesh Kumar Sharma, 2021. "Influence of financial literacy on retail investors' decisions in relation to return, risk and market analysis," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 26(2), pages 2548-2559, April.
- Dipti Saraf & Narayan Baser, 2024. "Influence of fear on purchase of health insurance," Journal of Financial Services Marketing, Palgrave Macmillan, vol. 29(2), pages 354-363, June.
- Barry Mulholland & Michael Finke & Sandra Huston, 2016. "Understanding the Shift in Demand for Cash Value Life Insurance," Risk Management and Insurance Review, American Risk and Insurance Association, vol. 19(1), pages 7-36, March.
- Donghui Li & Fariborz Moshirian & Pascal Nguyen & Timothy Wee, 2007. "The Demand for Life Insurance in OECD Countries," Journal of Risk & Insurance, The American Risk and Insurance Association, vol. 74(3), pages 637-652, September.
- Song, In Jung & Park, Heejung & Park, Narang & Heo, Wookjae, 2019. "The effect of experiencing a death on life insurance ownership," Journal of Behavioral and Experimental Finance, Elsevier, vol. 22(C), pages 170-176.
- Maria Jose Roa & Sonia Di Giannatale & Jonathan Barboza & Juliana Gamboa Arbelaez, 2021. "Inclusive health and life insurance adoption: An empirical study in Guatemala," Review of Development Economics, Wiley Blackwell, vol. 25(2), pages 1053-1077, May.
- Jason Loughrey & Herath Vidyaratne, 2023. "The empirical demand for farm insurance in Ireland: a quantile regression approach," Agricultural Finance Review, Emerald Group Publishing Limited, vol. 83(4/5), pages 572-596, July.
- Stephanie Hussels & Damian Ward & Ralf Zurbruegg, 2005. "Stimulating the Demand for Insurance," Risk Management and Insurance Review, American Risk and Insurance Association, vol. 8(2), pages 257-278, September.
- Menahem E. Yaari, 1965. "Uncertain Lifetime, Life Insurance, and the Theory of the Consumer," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 32(2), pages 137-150.
- Sam Allgood & William B. Walstad, 2016. "The Effects Of Perceived And Actual Financial Literacy On Financial Behaviors," Economic Inquiry, Western Economic Association International, vol. 54(1), pages 675-697, January.
- Shefrin, Hersh M & Thaler, Richard H, 1988. "The Behavioral Life-Cycle Hypothesis," Economic Inquiry, Western Economic Association International, vol. 26(4), pages 609-643, October.
- Lin, Chaonan & Hsiao, Yu-Jen & Yeh, Cheng-Yung, 2017. "Financial literacy, financial advisors, and information sources on demand for life insurance," Pacific-Basin Finance Journal, Elsevier, vol. 43(C), pages 218-237.
- J. François Outreville, 2013. "The Relationship Between Insurance and Economic Development: 85 Empirical Papers for a Review of the Literature," Risk Management and Insurance Review, American Risk and Insurance Association, vol. 16(1), pages 71-122, March.
- Michael S. Gutter & Charles B. Hatcher, 2008. "Racial Differences in the Demand for Life Insurance," Journal of Risk & Insurance, The American Risk and Insurance Association, vol. 75(3), pages 677-689, September.
- Daniel Hartley & Anna L. Paulson & Katerina Powers, 2017. "What Explains the Decline in Life Insurance Ownership?," Economic Perspectives, Federal Reserve Bank of Chicago, issue 8, pages 1-20.
- Zhao, Kai, 2015.
"The impact of the correlation between health expenditure and survival probability on the demand for insurance,"
European Economic Review, Elsevier, vol. 75(C), pages 98-111.
- Kai Zhao, 2014. "The impact of the correlation between health expenditure and survival probability on the demand for insurance," Working papers 2014-37, University of Connecticut, Department of Economics.
- Francesca Biagini & Tobias Huber & Johannes G. Jaspersen & Andrea Mazzon, 2021. "Estimating extreme cancellation rates in life insurance," Journal of Risk & Insurance, The American Risk and Insurance Association, vol. 88(4), pages 971-1000, December.
- Youngwon Nam & Sherman D. Hanna, 2019. "The effects of risk aversion on life insurance ownership of single-parent households," Applied Economics Letters, Taylor & Francis Journals, vol. 26(15), pages 1285-1288, September.
Most related items
These are the items that most often cite the same works as this one and are cited by the same works as this one.- Eling, Martin & Ghavibazoo, Omid & Hanewald, Katja, 2021. "Willingness to take financial risks and insurance holdings: A European survey," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 95(C).
- Gaganis, Chrysovalantis & Hasan, Iftekhar & Pasiouras, Fotios, 2020. "Cross-country evidence on the relationship between regulations and the development of the life insurance sector," Economic Modelling, Elsevier, vol. 89(C), pages 256-272.
- Barry Mulholland & Michael Finke & Sandra Huston, 2016. "Understanding the Shift in Demand for Cash Value Life Insurance," Risk Management and Insurance Review, American Risk and Insurance Association, vol. 19(1), pages 7-36, March.
- Rabbani, Abed G., 2020. "Cash value life insurance ownership among young adults: The role of self-discipline and risk tolerance," Journal of Behavioral and Experimental Finance, Elsevier, vol. 27(C).
- Lin, Chaonan & Hsiao, Yu-Jen & Yeh, Cheng-Yung, 2017. "Financial literacy, financial advisors, and information sources on demand for life insurance," Pacific-Basin Finance Journal, Elsevier, vol. 43(C), pages 218-237.
- Wang, Hongyang & Zhang, Dayong & Guariglia, Alessandra & Fan, Gang-Zhi, 2021. "‘Growing out of the growing pain’: Financial literacy and life insurance demand in China," Pacific-Basin Finance Journal, Elsevier, vol. 66(C).
- Wang, Qian & Wang, Jun & Gao, Feng, 2021. "Who is more important, parents or children? Economic and environmental factors and health insurance purchase," The North American Journal of Economics and Finance, Elsevier, vol. 58(C).
- J. François Outreville, 2013. "The Relationship Between Insurance and Economic Development: 85 Empirical Papers for a Review of the Literature," Risk Management and Insurance Review, American Risk and Insurance Association, vol. 16(1), pages 71-122, March.
- Subir Sen & S Madheswaran, 2013. "Regional determinants of life insurance consumption: evidence from selected Asian economies," Asian-Pacific Economic Literature, The Crawford School, The Australian National University, vol. 27(2), pages 86-103, November.
- J. François Outreville, 2015. "The Relationship Between Relative Risk Aversion And The Level Of Education: A Survey And Implications For The Demand For Life Insurance," Journal of Economic Surveys, Wiley Blackwell, vol. 29(1), pages 97-111, February.
- Yin, Weijun & Chen, Cuixia & Liu, Bing, 2024. "Linguistic-induced life insurance consumption," Economic Analysis and Policy, Elsevier, vol. 82(C), pages 1083-1101.
- Scharner, Philipp & Sonnenberger, David & Weiß, Gregor, 2023. "Revisiting the insurance–growth nexus," Economic Analysis and Policy, Elsevier, vol. 79(C), pages 525-539.
- Xiao Hu & Zhengjie Wang & Jun Liu, 2022. "The impact of digital finance on household insurance purchases: evidence from micro data in China," The Geneva Papers on Risk and Insurance - Issues and Practice, Palgrave Macmillan;The Geneva Association, vol. 47(3), pages 538-568, July.
- Bojan Srbinoski & Klime Poposki & Patricia H. Born & Valter Lazzari, 2021. "Life insurance demand and borrowing constraints," Risk Management and Insurance Review, American Risk and Insurance Association, vol. 24(1), pages 37-69, March.
- Rajat Deb & Deep Deb & Kiran Sankar Chakraborty, 2022. "Spousal roles in life insurance demands," DECISION: Official Journal of the Indian Institute of Management Calcutta, Springer;Indian Institute of Management Calcutta, vol. 49(1), pages 3-11, March.
- Song, In Jung & Park, Heejung & Park, Narang & Heo, Wookjae, 2019. "The effect of experiencing a death on life insurance ownership," Journal of Behavioral and Experimental Finance, Elsevier, vol. 22(C), pages 170-176.
- J. François Outreville, 2011. "The relationship between insurance growth and economic development - 80 empirical papers for a review of the literature," ICER Working Papers 12-2011, ICER - International Centre for Economic Research.
- Rudra P. Pradhan & Saurav Dash & Rana Pratap Maradana & Manju Jayakumar & Kunal Gaurav, 2017. "Insurance market density and economic growth in Eurozone countries: the granger causality approach," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 3(1), pages 1-24, December.
- Chu-Shiu Li & Gene C. Lai & Saruultuya Tsendsuren & Richard J. Butler & Chwen-Chi Liu, 2023. "Cognitive abilities and life insurance holdings: evidence from 16 European countries," The Geneva Risk and Insurance Review, Palgrave Macmillan;International Association for the Study of Insurance Economics (The Geneva Association), vol. 48(1), pages 110-166, March.
- Yuan, Cheng & Jiang, Yu, 2020. "The marginal propensity to insure: An international analysis," International Review of Economics & Finance, Elsevier, vol. 69(C), pages 102-109.
More about this item
Keywords
life insurance; rural; farm loan; machine learning; farmer;All these keywords.
Statistics
Access and download statisticsCorrections
All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gam:jmathe:v:12:y:2024:i:16:p:2467-:d:1453504. See general information about how to correct material in RePEc.
If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.
If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .
If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .
Please note that corrections may take a couple of weeks to filter through the various RePEc services.