IDEAS home Printed from https://ideas.repec.org/a/eee/resene/v66y2021ics0928765521000336.html
   My bibliography  Save this article

The market-based dissemination of energy-access technologies as a business model for rural entrepreneurs: Evidence from Kenya

Author

Listed:
  • Bensch, Gunther
  • Kluve, Jochen
  • Stöterau, Jonathan

Abstract

Improving access to more modern forms of energy requires supply chains that reach further into rural areas. This paper studies a supply-side intervention intended to foster last-mile distribution of energy-access technologies through local small-scale entrepreneurship. We use a staggered-implementation evaluation design to assess the impact on employment and income outcomes of the intervention, which is a large-scale program in Kenya that supports the diffusion of improved cookstoves and small solar products. The results demonstrate how trained entrepreneurs intensify and diversify their income-generating activities, often by shifting away from subsistence farming as a main source of income. For cookstove entrepreneurs, this goes along with improvements in individual and household incomes as well as perceived economic well-being. Our estimates suggest that impacts do not only differ between the two technologies but also across subgroups including gender, age, and baseline occupation. Our findings substantiate that market-based interventions can foster energy access in rural areas by supporting the establishment of local businesses. We highlight several contextual factors that are of relevance when considering the adoption of this approach.

Suggested Citation

  • Bensch, Gunther & Kluve, Jochen & Stöterau, Jonathan, 2021. "The market-based dissemination of energy-access technologies as a business model for rural entrepreneurs: Evidence from Kenya," Resource and Energy Economics, Elsevier, vol. 66(C).
  • Handle: RePEc:eee:resene:v:66:y:2021:i:c:s0928765521000336
    DOI: 10.1016/j.reseneeco.2021.101248
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0928765521000336
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.reseneeco.2021.101248?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Brooks, N. & Bhojvaid, V. & Jeuland, M.A. & Lewis, J.J. & Patange, O. & Pattanayak, S.K., 2016. "How much do alternative cookstoves reduce biomass fuel use? Evidence from North India," Resource and Energy Economics, Elsevier, vol. 43(C), pages 153-171.
    2. Rema Hanna & Esther Duflo & Michael Greenstone, 2016. "Up in Smoke: The Influence of Household Behavior on the Long-Run Impact of Improved Cooking Stoves," American Economic Journal: Economic Policy, American Economic Association, vol. 8(1), pages 80-114, February.
    3. David McKenzie, 2017. "How Effective Are Active Labor Market Policies in Developing Countries? A Critical Review of Recent Evidence," The World Bank Research Observer, World Bank, vol. 32(2), pages 127-154.
    4. Bonan, Jacopo & Pareglio, Stefano & Tavoni, Massimo, 2017. "Access to modern energy: a review of barriers, drivers and impacts," Environment and Development Economics, Cambridge University Press, vol. 22(5), pages 491-516, October.
    5. Khandelwal, Meena & Hill, Matthew E. & Greenough, Paul & Anthony, Jerry & Quill, Misha & Linderman, Marc & Udaykumar, H.S., 2017. "Why Have Improved Cook-Stove Initiatives in India Failed?," World Development, Elsevier, vol. 92(C), pages 13-27.
    6. Frölich, Markus & Huber, Martin & Wiesenfarth, Manuel, 2017. "The finite sample performance of semi- and non-parametric estimators for treatment effects and policy evaluation," Computational Statistics & Data Analysis, Elsevier, vol. 115(C), pages 91-102.
    7. Joseph G. Altonji & Todd E. Elder & Christopher R. Taber, 2005. "Selection on Observed and Unobserved Variables: Assessing the Effectiveness of Catholic Schools," Journal of Political Economy, University of Chicago Press, vol. 113(1), pages 151-184, February.
    8. Abhijit Banerjee & Rukmini Banerji & James Berry & Esther Duflo & Harini Kannan & Shobhini Mukerji & Marc Shotland & Michael Walton, 2017. "From Proof of Concept to Scalable Policies: Challenges and Solutions, with an Application," Journal of Economic Perspectives, American Economic Association, vol. 31(4), pages 73-102, Fall.
    9. A. Colin Cameron & Jonah B. Gelbach & Douglas L. Miller, 2008. "Bootstrap-Based Improvements for Inference with Clustered Errors," The Review of Economics and Statistics, MIT Press, vol. 90(3), pages 414-427, August.
    10. Hainmueller, Jens, 2012. "Entropy Balancing for Causal Effects: A Multivariate Reweighting Method to Produce Balanced Samples in Observational Studies," Political Analysis, Cambridge University Press, vol. 20(1), pages 25-46, January.
    11. de Mel, Suresh & McKenzie, David & Woodruff, Christopher, 2014. "Business training and female enterprise start-up, growth, and dynamics: Experimental evidence from Sri Lanka," Journal of Development Economics, Elsevier, vol. 106(C), pages 199-210.
    12. Martin Huber, 2015. "Causal Pitfalls in the Decomposition of Wage Gaps," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 33(2), pages 179-191, April.
    13. Gunther Bensch & Jörg Peters, 2020. "One‐Off Subsidies and Long‐Run Adoption—Experimental Evidence on Improved Cooking Stoves in Senegal," American Journal of Agricultural Economics, John Wiley & Sons, vol. 102(1), pages 72-90, January.
    14. John Fitzgerald & Peter Gottschalk & Robert Moffitt, 1998. "An Analysis of Sample Attrition in Panel Data: The Michigan Panel Study of Income Dynamics," Journal of Human Resources, University of Wisconsin Press, vol. 33(2), pages 251-299.
    15. Davis, Benjamin & Di Giuseppe, Stefania & Zezza, Alberto, 2017. "Are African households (not) leaving agriculture? Patterns of households’ income sources in rural Sub-Saharan Africa," Food Policy, Elsevier, vol. 67(C), pages 153-174.
    16. Bensch, Gunther & Grimm, Michael & Peters, Jörg, 2015. "Why do households forego high returns from technology adoption? Evidence from improved cooking stoves in Burkina Faso," Journal of Economic Behavior & Organization, Elsevier, vol. 116(C), pages 187-205.
    17. E. Somanathan & Randall Bluffstone, 2015. "Biogas: Clean Energy Access with Low-Cost Mitigation of Climate Change," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 62(2), pages 265-277, October.
    18. Grimm, Michael & Paffhausen, Anna Luisa, 2015. "Do interventions targeted at micro-entrepreneurs and small and medium-sized firms create jobs? A systematic review of the evidence for low and middle income countries," Labour Economics, Elsevier, vol. 32(C), pages 67-85.
    19. Michael Grimm & Anicet Munyehirwe & Jörg Peters & Maximiliane Sievert, 2017. "A First Step up the Energy Ladder? Low Cost Solar Kits and Household’s Welfare in Rural Rwanda," The World Bank Economic Review, World Bank, vol. 31(3), pages 631-649.
    20. Emily Oster, 2019. "Unobservable Selection and Coefficient Stability: Theory and Evidence," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 37(2), pages 187-204, April.
    21. Cho, Yoonyoung & Honorati, Maddalena, 2014. "Entrepreneurship programs in developing countries: A meta regression analysis," Labour Economics, Elsevier, vol. 28(C), pages 110-130.
    22. Marco Caliendo & Sabine Kopeinig, 2008. "Some Practical Guidance For The Implementation Of Propensity Score Matching," Journal of Economic Surveys, Wiley Blackwell, vol. 22(1), pages 31-72, February.
    23. Grimm, Michael & Hartwig, Renate & Lay, Jann, 2017. "Does forced solidarity hamper investment in small and micro enterprises?," Journal of Comparative Economics, Elsevier, vol. 45(4), pages 827-846.
    24. Kosuke Imai & Marc Ratkovic, 2014. "Covariate balancing propensity score," Journal of the Royal Statistical Society Series B, Royal Statistical Society, vol. 76(1), pages 243-263, January.
    25. Krauth Brian, 2016. "Bounding a Linear Causal Effect Using Relative Correlation Restrictions," Journal of Econometric Methods, De Gruyter, vol. 5(1), pages 117-141, January.
    26. Aschalew D. Tigabu & Frans Berkhout & Pieter van Beukering, 2015. "Functional evolution and accumulation of technological innovation systems: The case of renewable energy in East Africa," Science and Public Policy, Oxford University Press, vol. 42(5), pages 614-631.
    27. Rijkers, Bob & Costa, Rita, 2012. "Gender and Rural Non-Farm Entrepreneurship," World Development, Elsevier, vol. 40(12), pages 2411-2426.
    28. Sesan, Temilade & Raman, Sujatha & Clifford, Mike & Forbes, Ian, 2013. "Corporate-Led Sustainable Development and Energy Poverty Alleviation at the Bottom of the Pyramid: The Case of the CleanCook in Nigeria," World Development, Elsevier, vol. 45(C), pages 137-146.
    29. Gunther Bensch & Jörg Peters, 2013. "Alleviating Deforestation Pressures? Impacts of Improved Stove Dissemination on Charcoal Consumption in Urban Senegal," Land Economics, University of Wisconsin Press, vol. 89(4), pages 676-698.
    30. Peters, Jörg & Langbein, Jörg & Roberts, Gareth, 2016. "Policy evaluation, randomized controlled trials, and external validity—A systematic review," Economics Letters, Elsevier, vol. 147(C), pages 51-54.
    31. Grieshop, Andrew P. & Marshall, Julian D. & Kandlikar, Milind, 2011. "Health and climate benefits of cookstove replacement options," Energy Policy, Elsevier, vol. 39(12), pages 7530-7542.
    32. David McKenzie & Susana Puerto, 2021. "Growing Markets through Business Training for Female Entrepreneurs: A Market-Level Randomized Experiment in Kenya," American Economic Journal: Applied Economics, American Economic Association, vol. 13(2), pages 297-332, April.
    33. Wyatt Brooks & Kevin Donovan & Terence R. Johnson, 2018. "Mentors or Teachers? Microenterprise Training in Kenya," American Economic Journal: Applied Economics, American Economic Association, vol. 10(4), pages 196-221, October.
    34. Bensch, Gunther & Peters, Jörg, 2015. "The intensive margin of technology adoption – Experimental evidence on improved cooking stoves in rural Senegal," Journal of Health Economics, Elsevier, vol. 42(C), pages 44-63.
    35. David Roodman & James G. MacKinnon & Morten Ørregaard Nielsen & Matthew D. Webb, 2019. "Fast and wild: Bootstrap inference in Stata using boottest," Stata Journal, StataCorp LP, vol. 19(1), pages 4-60, March.
    36. Robert Garlick & Kate Orkin & Simon Quinn, 2020. "Call Me Maybe: Experimental Evidence on Frequency and Medium Effects in Microenterprise Surveys," The World Bank Economic Review, World Bank, vol. 34(2), pages 418-443.
    37. Susan Athey & Guido Imbens & Thai Pham & Stefan Wager, 2017. "Estimating Average Treatment Effects: Supplementary Analyses and Remaining Challenges," American Economic Review, American Economic Association, vol. 107(5), pages 278-281, May.
    38. Anthony Waldron & Daniel C. Miller & Dave Redding & Arne Mooers & Tyler S. Kuhn & Nate Nibbelink & J. Timmons Roberts & Joseph A. Tobias & John L. Gittleman, 2017. "Reductions in global biodiversity loss predicted from conservation spending," Nature, Nature, vol. 551(7680), pages 364-367, November.
    39. Nagler, Paula & Naudé, Wim, 2017. "Non-farm entrepreneurship in rural sub-Saharan Africa: New empirical evidence," Food Policy, Elsevier, vol. 67(C), pages 175-191.
    40. Dahal, Mahesh & Fiala, Nathan, 2020. "What do we know about the impact of microfinance? The problems of statistical power and precision," World Development, Elsevier, vol. 128(C).
    41. King, Gary & Nielsen, Richard, 2019. "Why Propensity Scores Should Not Be Used for Matching," Political Analysis, Cambridge University Press, vol. 27(4), pages 435-454, October.
    42. Bensch, Gunther & Grimm, Michael & Huppertz, Maximilian & Langbein, Jörg & Peters, Jörg, 2018. "Are promotion programs needed to establish off-grid solar energy markets? Evidence from rural Burkina Faso," Renewable and Sustainable Energy Reviews, Elsevier, vol. 90(C), pages 1060-1068.
    43. Yuya Kudo & Abu S Shonchoy & Kazushi Takahashi, 2019. "Can Solar Lanterns Improve Youth Academic Performance? Experimental Evidence from Bangladesh," The World Bank Economic Review, World Bank, vol. 33(2), pages 436-460.
    44. Alem, Yonas & Hassen, Sied & Köhlin, Gunnar, 2014. "Adoption and disadoption of electric cookstoves in urban Ethiopia: Evidence from panel data," Resource and Energy Economics, Elsevier, vol. 38(C), pages 110-124.
    45. Kluve, Jochen & Puerto, Susana & Robalino, David & Romero, Jose M. & Rother, Friederike & Stöterau, Jonathan & Weidenkaff, Felix & Witte, Marc, 2019. "Do youth employment programs improve labor market outcomes? A quantitative review," World Development, Elsevier, vol. 114(C), pages 237-253.
    46. Chishio Furukawa, 2014. "Do Solar Lamps Help Children Study? Contrary Evidence from a Pilot Study in Uganda," Journal of Development Studies, Taylor & Francis Journals, vol. 50(2), pages 319-341, February.
    47. Fiala, Nathan, 2018. "Returns to microcredit, cash grants and training for male and female microentrepreneurs in Uganda," World Development, Elsevier, vol. 105(C), pages 189-200.
    48. Mary K. Mathenge & David L. Tschirley, 2015. "Off-farm labor market decisions and agricultural shocks among rural households in Kenya," Agricultural Economics, International Association of Agricultural Economists, vol. 46(5), pages 603-616, September.
    49. Ho, Daniel E. & Imai, Kosuke & King, Gary & Stuart, Elizabeth A., 2007. "Matching as Nonparametric Preprocessing for Reducing Model Dependence in Parametric Causal Inference," Political Analysis, Cambridge University Press, vol. 15(3), pages 199-236, July.
    50. Alkon, Meir, 2018. "Do special economic zones induce developmental spillovers? Evidence from India’s states," World Development, Elsevier, vol. 107(C), pages 396-409.
    51. Gebreegziabher, Zenebe & Beyene, Abebe D. & Bluffstone, Randall & Martinsson, Peter & Mekonnen, Alemu & Toman, Michael A., 2018. "Fuel savings, cooking time and user satisfaction with improved biomass cookstoves: Evidence from controlled cooking tests in Ethiopia," Resource and Energy Economics, Elsevier, vol. 52(C), pages 173-185.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Constantinos Vassiliades & Ogheneruona Endurance Diemuodeke & Eric Boachie Yiadom & Ravita D. Prasad & Wassim Dbouk, 2022. "Policy Pathways for Mapping Clean Energy Access for Cooking in the Global South—A Case for Rural Communities," Sustainability, MDPI, vol. 14(20), pages 1-24, October.
    2. Pracht, Wyatt & Ricker-Gilbert, Jacob, 2022. "Building Sustainable Supply Chains: A Model of Youth Input Resellers in Kenya," 2022 Annual Meeting, July 31-August 2, Anaheim, California 322141, Agricultural and Applied Economics Association.
    3. Lenz, Luciane & Bensch, Gunther & Chartier, Ryan & Kane, Moustapha & Peters, Jörg & Jeuland, Marc, 2022. "Releasing the killer from the kitchen? Ventilation and air pollution from biomass cooking," Ruhr Economic Papers 967, RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen.
    4. Jaiswal, Sreeja & Balietti, Anca & Schäffer, Daniel, 2023. "Environmental Protection and Labor Market Composition," Working Papers 0736, University of Heidelberg, Department of Economics.
    5. Bensch, Gunther & Jeuland, Marc & Lenz, Luciane & Ndiaye, Ousmane, 2023. "A bridge to clean cooking? The cost-effectiveness of energy-efficient biomass stoves in rural Senegal," Ruhr Economic Papers 1057, RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen.

    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.
    1. Gunther Bensch & Jörg Peters, 2020. "One‐Off Subsidies and Long‐Run Adoption—Experimental Evidence on Improved Cooking Stoves in Senegal," American Journal of Agricultural Economics, John Wiley & Sons, vol. 102(1), pages 72-90, January.
    2. Evan Borkum & Paolo Abarcar & Laura Meyer & Matthew Spitzer, "undated". "Jordan Refugee Livelihoods Development Impact Bond Evaluation Framework," Mathematica Policy Research Reports 602dafe521fe4467854dcd45e, Mathematica Policy Research.
    3. Bonan, Jacopo & Battiston, Pietro & Bleck, Jaimie & LeMay-Boucher, Philippe & Pareglio, Stefano & Sarr, Bassirou & Tavoni, Massimo, 2021. "Social interaction and technology adoption: Experimental evidence from improved cookstoves in Mali," World Development, Elsevier, vol. 144(C).
    4. Vania Vigolo & Rezarta Sallaku & Federico Testa, 2018. "Drivers and Barriers to Clean Cooking: A Systematic Literature Review from a Consumer Behavior Perspective," Sustainability, MDPI, vol. 10(11), pages 1-21, November.
    5. Faraz Usmani & Marc Jeuland & Subhrendu K. Pattanayak, 2018. "NGOs and the effectiveness of interventions," WIDER Working Paper Series wp-2018-59, World Institute for Development Economic Research (UNU-WIDER).
    6. Gebreegziabher, Zenebe & Beyene, Abebe D. & Bluffstone, Randall & Martinsson, Peter & Mekonnen, Alemu & Toman, Michael A., 2018. "Fuel savings, cooking time and user satisfaction with improved biomass cookstoves: Evidence from controlled cooking tests in Ethiopia," Resource and Energy Economics, Elsevier, vol. 52(C), pages 173-185.
    7. Jeuland, Marc & Tan Soo, Jie-Sheng & Shindell, Drew, 2018. "The need for policies to reduce the costs of cleaner cooking in low income settings: Implications from systematic analysis of costs and benefits," Energy Policy, Elsevier, vol. 121(C), pages 275-285.
    8. Kengo Igei & Kana Takio & Keitaro Aoyagi & Yoshito Takasaki, 2021. "Vocational training for demobilized ex-combatants with disabilities in Rwanda," Journal of Development Effectiveness, Taylor & Francis Journals, vol. 13(4), pages 360-384, October.
    9. Nduka, Eleanya, 2021. "How to get rural households out of energy poverty in Nigeria: A contingent valuation," Energy Policy, Elsevier, vol. 149(C).
    10. Talevi, Marta & Pattanayak, Subhrendu K. & Das, Ipsita & Lewis, Jessica J. & Singha, Ashok K., 2022. "Speaking from experience: Preferences for cooking with biogas in rural India," Energy Economics, Elsevier, vol. 107(C).
    11. Alem, Yonas & Hassen, Sied & Köhlin, Gunnar, 2018. "Decision-making within the Household: The Role of Autonomy and Differences in Preferences," Working Papers in Economics 724, University of Gothenburg, Department of Economics.
    12. Mekonnen,Alemu & Beyene,Abebe D. & Bluffstone,Randall Ames & Dissanayake,Sahan & Gebreegziabher,Zenebe & LaFave,Daniel & Martinsson,Peter & Toman,Michael A., 2020. "Improved Biomass Cookstove Use in the Longer Run : Results from a Field Experiment in Rural Ethiopia," Policy Research Working Paper Series 9272, The World Bank.
    13. Islam, Asad & Lee, Wang-Sheng & Triyana, Margaret & Xia, Xing, 2023. "Improving Health and Safety in the Informal Sector: Evidence from a Randomized Trial in Bangladesh," IZA Discussion Papers 16150, Institute of Labor Economics (IZA).
    14. Lenz, Luciane & Bensch, Gunther & Chartier, Ryan & Kane, Moustapha & Peters, Jörg & Jeuland, Marc, 2022. "Releasing the killer from the kitchen? Ventilation and air pollution from biomass cooking," Ruhr Economic Papers 967, RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen.
    15. Michael Grimm & Luciane Lenz & Jörg Peters & Maximiliane Sievert, 2020. "Demand for Off-Grid Solar Electricity: Experimental Evidence from Rwanda," Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 7(3), pages 417-454.
    16. Wong, Jason Chun Yu & Blankenship, Brian & Harish, S.P. & Urpelainen, Johannes, 2022. "Increasing microsolar technology adoption: Efficacy of vouchers, cash transfers, and microfinance schemes," Energy Economics, Elsevier, vol. 110(C).
    17. Robert Ugochukwu Onyeneke & Chinyere Augusta Nwajiuba & Jane Munonye & Uwazie Iyke Uwazie & Nkechinyere Uwajumogu & Christian Obioma Uwadoka & Jonathan Ogbeni Aligbe, 2019. "Improved Cook-stoves and Environmental and Health Outcomes: Lessons from Cross River State, Nigeria," IJERPH, MDPI, vol. 16(19), pages 1-13, September.
    18. Alem, Yonas, 2021. "Mitigating climate change through sustainable technology adoption: Insights from cookstove interventions," Ruhr Economic Papers 907, RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen.
    19. Beber, Bernd & Dworschak, Regina & Lakemann, Tabea & Lay, Jann & Priebe, Jan, 2021. "Skills Development and Training Interventions in Africa: Findings, Challenges, and Opportunities," RWI Projektberichte, RWI - Leibniz-Institut für Wirtschaftsforschung, number 247426.
    20. Takahashi, Ryo, 2021. "How to stimulate environmentally friendly consumption: Evidence from a nationwide social experiment in Japan to promote eco-friendly coffee," Ecological Economics, Elsevier, vol. 186(C).

    More about this item

    Keywords

    Energy access; Cookstoves; Impact evaluation; Entrepreneurship training; Business development services; Covariate balancing;
    All these keywords.

    JEL classification:

    • O13 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Agriculture; Natural Resources; Environment; Other Primary Products
    • O33 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Technological Change: Choices and Consequences; Diffusion Processes
    • H43 - Public Economics - - Publicly Provided Goods - - - Project Evaluation; Social Discount Rate
    • L26 - Industrial Organization - - Firm Objectives, Organization, and Behavior - - - Entrepreneurship

    Statistics

    Access and download statistics

    Corrections

    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:eee:resene:v:66:y:2021:i:c:s0928765521000336. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/inca/505569 .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.