Characterising Informal Risk Sharing in Family Networks

Lead Research Organisation: Institute for Fiscal Studies
Department Name: IFS Research Team

Abstract

Risk is extremely prevalent in rural areas of developing countries, but markets for credit and insurance are undeveloped and governments rarely provide the type of social insurance common in developed economies, with the consequence that risk has considerable repercussions for household wellbeing both in the short and long run. Households in these contexts resort to informal tools, such as transfers and loans between relatives and friends, to share idiosyncratic risk. Such informal risk sharing likely occurs within social networks (friends and family), since interpersonal relationships between network members can alleviate frictions such as asymmetric information, as individuals who know each other well and interact frequently can share information and effectively enforce informal arrangements. Family networks, in particular, fulfil these features and form a "natural" risk sharing institution. This research aims to deepen our understanding of risk sharing in family networks theoretically and empirically, focusing explicitly on the role of network structure (representation of who is related to who). This is likely important because many informal tools employed for risk sharing rely on bilateral relationships. Therefore, who one is linked with and who their links are further linked with is will shape both how risk is shared and the amount shared. Very few empirical studies in economics have considered the role of network structure in shaping economic outcomes, though this has been shown to be important in fields such as sociology. A reason for this is a lack of suitable datasets containing both information on network links and extensive socio-economic information. A key innovation of this study is to circumvent this problem using a rich dataset from Mexico with both of these. Family network links can be identified using the Mexican naming convention, whereby each individual has 2 surnames - one from each parent. This dataset has detailed socio-economic information (at multiple points over 10 years) on all households living in over 500 villages, allowing me to identify the entire village based extended family network and construct valid tests for risk sharing.

The proposed research will:
1. Provide empirical evidence on the importance of network structure for risk sharing. Recent theoretical work confirms this and predicts that network structure matters for whether or not risk sharing occurs and the amount that can be achieved. Yet, there is almost no empirical evidence on this, due to data constraints mentioned above. This research will construct and implement empirical tests for these models, exploiting the rich information in the data to account for concerns that results may be driven by the fact that family networks (and network structure) may have formed specifically for risk sharing purposes.
2. Investigate empirically predictions from theory that networks of higher value provide better insurance. An original contribution will be to approximate the value of a link (and network) using information on consumption and wealth.
3. Investigate whether altruism, or mutual caring, in family networks allows for more risk sharing under limited commitment, by allowing for a wider set of risk sharing arrangements. I will investigate whether this is the case theoretically and empirically.
Understanding the drivers of informal risk sharing is important for policy: government policies aimed at improving insurance could do the converse by crowding out informal risk sharing. This research will inform the design of government policies and insurance products aimed at improving insurance for the poor, a subject of on-going interest and debate in Latin America and other low and middle-income countries, and among insurance companies.

Planned Impact

The results of this research will be of interest to both academic and non-academic audiences. On the academic side, it will be of interest to researchers in a number of disciplines, including those studying risk sharing and insurance, the role of networks and social protection issues in low and middle income countries in particular. This will include primarily academics working in the fields of economics, public policy and sociology. The non-academic beneficiaries of this research will be policymakers in low and middle income countries, International Financial Institutions and NGOs and insurance companies working on developing micro-insurance products for the poor.
On the academic front, this research will generate benefits by providing evidence on the importance of explicitly considering network structure (an exact representation of who is related/connected to who) in characterising informal risk sharing in developing countries. A small recent theoretical literature suggests that this is likely an important determinant of whether and the amount of risk sharing that can be supported in a network. Yet, almost no empirical evidence exists on this, due to a scarcity of suitable data. This research overcomes this using a rich data source from Mexico. Further, it will provide evidence of the importance of network value in shaping informal risk sharing, with a key innovation being to approximate the value of a network from available information on wealth. The research will also broaden understanding of risk sharing by developing a theoretical model, which differs from existing models by allowing for altruism between links, and testing its predictions empirically. More generally, it will provide evidence on the importance of considering network structure in understanding the role of social networks in developing countries. Though the latter has been investigated by recent research, very few studies, particularly empirical studies in economics consider the former, though this has been shown to be important in fields such as sociology. Finally, it will make methodological contributions to the empirics of networks in economics, currently a small but growing research area.
On the non-academic side, the results of this research will have important implications for the design of development policies, including social insurance policies, and for the creation of insurance products for the poor (also called micro-insurance). There is a lot of interest and on-going debate among policymakers in low and middle income countries regarding the introduction and expansion of social insurance services. There has also been much interest in providing micro-insurance from insurance companies, policymakers and NGOs, and designs are currently being piloted in a number of countries around the world, with poor take-up of these proving to be a challenge. Careful design of these policies and products is important in determining take-up and also in improving welfare. Better knowledge of existing arrangements and the role of network structure in particular, can help with this and also provide information on the likely demand for such services.
To maximise impacts, I will disseminate results of the research through:
1. Academic Seminars and conferences, such as the Latin American and Carribean Economic Association meetings, and seminars at UCL and IFS and other institutions in Latin America.
2. Academic papers to be submitted for publication in top peer-reviewed journals, and to the IFS working paper series.
3. Non-technical summaries will be published in the form of IFS Briefing Notes and IFS observations. These are freely available from the IFS webpage. Short summaries will also be submitted for publication on the Vox Lacea blog.
4. Organisation of a non-technical workshop at the IFS, inviting stakeholders from institutions including DFID, representatives from NGOs such as Oxfam among others.
 
Description The research funded under this grant aims to improve our understanding of the features of extended family networks - and particularly of the architecture of these networks - shapes the extent to which they can help households in low income countries cope with the multitudes of risk they face. It does so by empirically analysing hypotheses grounded in economic theory, using data from rural Mexico and Malawi. Three research questions were addressed within this grant: (1) How do socially close connections (i.e. parents, siblings and children of the head and spouse residing outside the household) and socially distant connections (i.e. the family of one's siblings' spouses; as well as uncles, aunts, cousins) affect how well a household's consumption is protected against idiosyncratic fluctuations in its income?; (2) How does the extent of risk sharing in response to idiosyncratic crop losses vary with the number of a household's connections?; and (3) To what extent does the quality of a connection matter in its effectiveness in providing risk sharing?

The findings are as follows:
(1) Socially distant connections provide more opportunities for risk sharing in rural Mexico, and this is more important for risk sharing than the additional trust and enforcement provided by socially close connections. (2) In rural Malawi, households with more risk sharing connections (specifically, brothers of the wife who norms indicate should play an important role in ensuring the wellbeing of their sisters' families) achieve worse risk sharing, which is consistent with models where households getting a good shock benefit more from walking away from a risk sharing arrangement with a group of other households, when they are part of a larger group of households. (3) The quantity and quality of connections, where the latter is measured according to a household's wealth; both matter for how well protected a household's consumption is to fluctuations in its income.
Exploitation Route Results from this research indicate that: (1) Policies and interventions that influence risk sharing opportunities might also indirectly affect the effective functioning of social network based insurance. However, the magnitude of any such effect is unclear, and worth further investigation. (2) The findings from the Malawi study indicate that extended family based insurance need not function well, suggesting a role for government policy. The research also raises some important questions for future academic research: (1) The within-village extended family network is a small part of the entire extended family network. How do risk sharing considerations, and other economic incentives influence who remains in the village, and who leaves? What effect do they have on migration and marriage choices? (2) This research has focused on the response of consumption to income fluctuations of crop losses. However, households might choose to keep consumption stable by cutting back on investments, such as putting off purchasing farm equipment or inputs such as fertiliser; or withdrawing children from school. A natural question is then how do network features affect these investment choices?
Sectors Agriculture, Food and Drink,Communities and Social Services/Policy,Government, Democracy and Justice

 
Description Initial dissemination of findings emerging from this grant focused primarily on academic audiences. Study findings were presented at seminars and conferences to ensure academic integrity of the analysis and interpretation of results and one of the papers has been submitted to (and for which a revision has been requested) academic journals. Though many findings from the studies are more interesting for academic audiences, two key policy-relevant findings have emerged: First, the paper on Malawi showed that extended families may not always succeed in protecting household well-being, indicating a need to strengthen social safety nets through policy intervention in this context. Second, the papers relating to Mexico indicate that risk sharing is better in extended family networks that provide more opportunities for risk sharing. Thus policy interventions that increase the opportunities for risk sharing provided by such networks could improve informal insurance. These findings have, in parallel, been disseminated to wider audiences through policy briefs and newsletters aimed at non-academic audiences including the general public, as well as presentations at conferences attended by policymakers (including the Chief Economist of DFID, Stefan Dercon) and journalists, and were presented at a leading economics conference in Latin America (the Latin American and Caribbean Economic Association annual conference held in Medellin, Colombia in 2016). This conference is typically attended by policymakers in the region as well as local journalists and academics, and raised the profile of the study findings within the region.
First Year Of Impact 2015
Sector Communities and Social Services/Policy,Education
Impact Types Societal,Policy & public services

 
Title Algorithm to identify extended family connections 
Description A research assistant and I developed and programmed an efficient algorithm to identify family connections between households based on surname combinations and age restrictions. We also developed and implemented a number of different tests to verify the reliability of algorithm results 
Type Of Material Computer model/algorithm 
Year Produced 2016 
Provided To Others? Yes  
Impact This substantially sped up the research process, and is now being applied to another research project 
 
Description Bath talk 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Other audiences
Results and Impact Presented the paper "Socially close and distant connections in risk sharing" to members of the Economics Department at University of Bath.
Year(s) Of Engagement Activity 2016
 
Description City U lecture 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Local
Primary Audience Postgraduate students
Results and Impact The talk introduced masters students to the role played by social networks in developing countries, and the issues involved in trying to identify such effects.

I was invited to give the talk again in subsequent years.
Year(s) Of Engagement Activity 2012,2013
 
Description DIAL Conference, Paris 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Type Of Presentation paper presentation
Geographic Reach International
Primary Audience Postgraduate students
Results and Impact Well attended talk at an international conference. Talk sparked questions and discussions. Met other academics working on similar research, and/or using similar approaches

Had discussions with academics using similar approaches in different contexts; presentation sparked discussions
Year(s) Of Engagement Activity 2015
 
Description EDePo Conference, London 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Type Of Presentation paper presentation
Geographic Reach International
Primary Audience Other audiences
Results and Impact Talk sparked questions and discussions. Formed contacts with researchers at leading international academic institutions. Audience included DFID Chief Economist

Raised profile of my research
Year(s) Of Engagement Activity 2015
 
Description EDePo Workshop 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Local
Primary Audience Other academic audiences (collaborators, peers etc.)
Results and Impact Talk sparked questions and discussion about how family networks provide informal insurance

Peers identified me as someone to approach for projects related to networks
Year(s) Of Engagement Activity 2014
 
Description EDePo Workshop 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Local
Primary Audience Other academic audiences (collaborators, peers etc.)
Results and Impact Useful discussion and questions arose from the talk. Ideas for future work raised.

New ideas for extensions to the research were raised
Year(s) Of Engagement Activity 2015
 
Description EEA Conference, Mannheim 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Type Of Presentation paper presentation
Geographic Reach International
Primary Audience Other audiences
Results and Impact Talk sparked questions, discussions and helped form contacts with senior researchers at international institutions

Increased requests for my research paper
Year(s) Of Engagement Activity 2015
 
Description EEA-ESEM 2016 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Other audiences
Results and Impact Presented a paper from the grant at the EEA-ESEM annual conference in Geneva.
Year(s) Of Engagement Activity 2016
 
Description Econometric Society World Congress, Montreal 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Type Of Presentation paper presentation
Geographic Reach International
Primary Audience Other audiences
Results and Impact Talk sparked questions and discussions with international researchers working in similar topics. Made useful contacts.

Contacts with international researchers working on similar topics
Year(s) Of Engagement Activity 2015
 
Description Guest lecture on social networks 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Local
Primary Audience Postgraduate students
Results and Impact Guest lecture on social networks in developing countries. Students' interest in this topic was sparked and enhanced. Interesting questions and discussion.

The course organiser mentioned that the lecture was engaging, and invited me to deliver it again the following year.
Year(s) Of Engagement Activity 2014
 
Description IFS Work in Progress seminar 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Local
Primary Audience Other academic audiences (collaborators, peers etc.)
Results and Impact Talk sparked questions and discussions which improved research

Dissemination of research findings to colleagues, sparked discussions leading to further ideas
Year(s) Of Engagement Activity 2015
 
Description LACEA 2016 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Other audiences
Results and Impact Presented the paper "Socially close and distant connections in risk sharing" at the meetings of the Latin American and Carribean Economic Association. Talk sparked interesting discussion.
Year(s) Of Engagement Activity 2016
 
Description Middlesex University Business School 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Local
Primary Audience Other audiences
Results and Impact Talk presenting results from research to researchers and post graduate students at Middlesex University Business School. Talk sparked discussions and brought up new research avenues.
Year(s) Of Engagement Activity 2016
 
Description NEUDC Conference 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Other academic audiences (collaborators, peers etc.)
Results and Impact Talk sparked questions and discussions afterwards.

None that I'm aware of
Year(s) Of Engagement Activity 2013
 
Description RES Mentoring Event 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Other academic audiences (collaborators, peers etc.)
Results and Impact Disseminated research. Talk sparked discussion, and formed new contacts with other junior researchers

Contacts with junior researchers followed up at other events
Year(s) Of Engagement Activity 2015
 
Description Royal Economic Society Annual Conference 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? Yes
Type Of Presentation paper presentation
Geographic Reach National
Primary Audience Other audiences
Results and Impact Talk sparked discussions with members of the audience, who suggested other fruitful avenues to consider.

I made contacts with researchers from the US who work in the same area
Year(s) Of Engagement Activity 2015
 
Description Stats in Paris Conference 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Other academic audiences (collaborators, peers etc.)
Results and Impact Participating in this workshop helped me build contacts with other researchers working on similar issues in other disciplines and countries.

None that I'm currently aware of
Year(s) Of Engagement Activity 2013
 
Description UCL seminar 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Local
Primary Audience Postgraduate students
Results and Impact Talk sparked questions and discussions afterwards

Suggestions of new research avenues to pursue
Year(s) Of Engagement Activity 2015