IDEAS home Printed from https://ideas.repec.org/a/eee/ecmode/v29y2012i2p185-197.html
   My bibliography  Save this article

A smooth coefficient quantile regression approach to the social capital–economic growth nexus

Author

Listed:
  • Deng, Wen-Shuenn
  • Lin, Yi-Chen
  • Gong, Jinguo

Abstract

This analysis assesses the role of social capital in generating heterogeneity in growth processes across U.S. counties by estimating growth regressions, using the novel semiparametric smooth coefficient quantile regression method in which parameters are unspecified functions of a measure of social capital. The results indicate substantial differences across the quantiles of economic growth in the profile shapes of the coefficient estimates over the level of social capital. Moreover, the coefficient function estimates are highly nonlinear over the level of social capital, providing evidence that the growth process that links initial income, education attainment, ethnic diversity, inequality, population density, and government activity to growth varies with social capital in a nonlinear way.

Suggested Citation

  • Deng, Wen-Shuenn & Lin, Yi-Chen & Gong, Jinguo, 2012. "A smooth coefficient quantile regression approach to the social capital–economic growth nexus," Economic Modelling, Elsevier, vol. 29(2), pages 185-197.
    • Handle: RePEc:eee:ecmode:v:29:y:2012:i:2:p:185-197
    DOI: 10.1016/j.econmod.2011.09.008
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0264999311002264
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.econmod.2011.09.008?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. Zak, Paul J & Knack, Stephen, 2001. "Trust and Growth," Economic Journal, Royal Economic Society, vol. 111(470), pages 295-321, April.
    2. Ram, Rati, 2008. "Parametric variability in cross-country growth regressions: An application of quantile-regression methodology," Economics Letters, Elsevier, vol. 99(2), pages 387-389, May.
    3. Raul A. Barreto & Anthony W. Hughes, 2004. "Under Performers and Over Achievers: A Quantile Regression Analysis of Growth," The Economic Record, The Economic Society of Australia, vol. 80(248), pages 17-35, March.
    4. Stephen Knack & Philip Keefer, 1997. "Does Social Capital Have an Economic Payoff? A Cross-Country Investigation," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 112(4), pages 1251-1288.
    5. Alesina, Alberto & Perotti, Roberto, 1996. "Income distribution, political instability, and investment," European Economic Review, Elsevier, vol. 40(6), pages 1203-1228, June.
    6. Sabatini, Fabio, 2009. "Social capital as social networks: A new framework for measurement and an empirical analysis of its determinants and consequences," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 38(3), pages 429-442, June.
    7. Samuel Bowles & Herbert Gintis, 2002. "Social Capital and Community Governance," Economic Journal, Royal Economic Society, vol. 112(483), pages 419-436, November.
    8. Knack, Stephen, 2003. "Groups, Growth and Trust: Cross-Country Evidence on the Olson and Putnam Hypotheses," Public Choice, Springer, vol. 117(3-4), pages 341-355, December.
    9. Routledge, Bryan R. & von Amsberg, Joachim, 2003. "Social capital and growth," Journal of Monetary Economics, Elsevier, vol. 50(1), pages 167-193, January.
    10. T. Stengos & E. Zacharias, 2006. "Intertemporal pricing and price discrimination: a semiparametric hedonic analysis of the personal computer market," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 21(3), pages 371-386, April.
    11. Steven N. Durlauf & Andros Kourtellos & Chih Ming Tan, 2008. "Are Any Growth Theories Robust?," Economic Journal, Royal Economic Society, vol. 118(527), pages 329-346, March.
    12. Durlauf, Steven N & Johnson, Paul A, 1995. "Multiple Regimes and Cross-Country Growth Behaviour," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 10(4), pages 365-384, Oct.-Dec..
    13. Saint-Paul, Gilles & Verdier, Thierry, 1993. "Education, democracy and growth," Journal of Development Economics, Elsevier, vol. 42(2), pages 399-407, December.
    14. Alberto Alesina & Dani Rodrik, 1994. "Distributive Politics and Economic Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 109(2), pages 465-490.
    15. Rupasingha, Anil & Goetz, Stephan J. & Freshwater, David, 2006. "The production of social capital in US counties," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 35(1), pages 83-101, February.
    16. Durlauf, Steven N. & Kourtellos, Andros & Minkin, Artur, 2001. "The local Solow growth model," European Economic Review, Elsevier, vol. 45(4-6), pages 928-940, May.
    17. Keefer, Philip & Knack, Stephen, 2002. "Polarization, Politics and Property Rights: Links between Inequality and Growth," Public Choice, Springer, vol. 111(1-2), pages 127-154, March.
    18. Robert J. Barro & Xavier Sala-i-Martin, 2003. "Economic Growth, 2nd Edition," MIT Press Books, The MIT Press, edition 2, volume 1, number 0262025531, April.
    19. Robert J. Barro, 1991. "Economic Growth in a Cross Section of Countries," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 106(2), pages 407-443.
    20. Paul F. Whiteley, 2000. "Economic Growth and Social Capital," Political Studies, Political Studies Association, vol. 48(3), pages 443-466, June.
    21. N. Gregory Mankiw & David Romer & David N. Weil, 1992. "A Contribution to the Empirics of Economic Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 107(2), pages 407-437.
    22. Beugelsdijk, Sjoerd & van Schaik, Ton, 2005. "Social capital and growth in European regions: an empirical test," European Journal of Political Economy, Elsevier, vol. 21(2), pages 301-324, June.
    23. Marcel Fafchamps, 2002. "Returns to social network capital among traders," Oxford Economic Papers, Oxford University Press, vol. 54(2), pages 173-206, April.
    24. Bruce E. Hansen, 2000. "Sample Splitting and Threshold Estimation," Econometrica, Econometric Society, vol. 68(3), pages 575-604, May.
    25. Koenker,Roger, 2005. "Quantile Regression," Cambridge Books, Cambridge University Press, number 9780521845731.
    26. Alberto Alesina & Reza Baqir & William Easterly, 1999. "Public Goods and Ethnic Divisions," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 114(4), pages 1243-1284.
    27. Fabio Canova, 2004. "Testing for Convergence Clubs in Income Per Capita: A Predictive Density Approach," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 45(1), pages 49-77, February.
    28. Luigi Guiso & Paola Sapienza & Luigi Zingales, 2004. "The Role of Social Capital in Financial Development," American Economic Review, American Economic Association, vol. 94(3), pages 526-556, June.
    29. Boix, Carles & Posner, Daniel N., 1998. "Social Capital: Explaining Its Origins and Effects on Government Performance," British Journal of Political Science, Cambridge University Press, vol. 28(4), pages 686-693, October.
    30. Robert E. Hall & Charles I. Jones, 1999. "Why do Some Countries Produce So Much More Output Per Worker than Others?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 114(1), pages 83-116.
    31. Prabir C. Bhattacharya, 1998. "Migration, employment and development: a three-sector analysis," Journal of International Development, John Wiley & Sons, Ltd., vol. 10(7), pages 899-921.
    32. Gianmarco I.P. Ottaviano & Giovanni Peri, 2021. "The economic value of cultural diversity: evidence from US cities," World Scientific Book Chapters, in: Firms and Workers in a Globalized World Larger Markets, Tougher Competition, chapter 7, pages 187-222, World Scientific Publishing Co. Pte. Ltd..
    33. Robert J. Barro & Rachel McCleary, 2003. "Religion and Economic Growth," NBER Working Papers 9682, National Bureau of Economic Research, Inc.
    34. Papagapitos, Agapitos & Riley, Robert, 2009. "Social trust and human capital formation," Economics Letters, Elsevier, vol. 102(3), pages 158-160, March.
    35. Daron Acemoglu & Simon Johnson & James A. Robinson, 2001. "The Colonial Origins of Comparative Development: An Empirical Investigation," American Economic Review, American Economic Association, vol. 91(5), pages 1369-1401, December.
    36. Neil Foster, 2008. "The Impact of Trade Liberalisation on Economic Growth: Evidence from a Quantile Regression Analysis," Kyklos, Wiley Blackwell, vol. 61(4), pages 543-567, November.
    37. Marcel Fafchamps, 2004. "Market Institutions in Sub-Saharan Africa: Theory and Evidence," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262062364, April.
    38. Akçomak, I. Semih & ter Weel, Bas, 2009. "Social capital, innovation and growth: Evidence from Europe," European Economic Review, Elsevier, vol. 53(5), pages 544-567, July.
    39. Carlin, Bruce Ian & Dorobantu, Florin & Viswanathan, S., 2009. "Public trust, the law, and financial investment," Journal of Financial Economics, Elsevier, vol. 92(3), pages 321-341, June.
    40. Cai, Zongwu & Xu, Xiaoping, 2009. "Nonparametric Quantile Estimations for Dynamic Smooth Coefficient Models," Journal of the American Statistical Association, American Statistical Association, vol. 104(485), pages 371-383.
    41. Li, Qi, et al, 2002. "Semiparametric Smooth Coefficient Models," Journal of Business & Economic Statistics, American Statistical Association, vol. 20(3), pages 412-422, July.
    42. Vatcharin Sirimaneetham & Jonathan R.W. Temple, 2009. "Macroeconomic Stability and the Distribution of Growth Rates," The World Bank Economic Review, World Bank, vol. 23(3), pages 443-479, September.
    43. Morgan Kelly, 2000. "Inequality And Crime," The Review of Economics and Statistics, MIT Press, vol. 82(4), pages 530-539, November.
    44. Ahlerup, Pelle & Olsson, Ola & Yanagizawa, David, 2007. "Social Capital vs Institutions in the Growth Process," Working Papers in Economics 248, University of Gothenburg, Department of Economics.
    45. Brush, Jesse, 2007. "Does income inequality lead to more crime? A comparison of cross-sectional and time-series analyses of United States counties," Economics Letters, Elsevier, vol. 96(2), pages 264-268, August.
    46. Persson, Torsten & Tabellini, Guido, 1994. "Is Inequality Harmful for Growth?," American Economic Review, American Economic Association, vol. 84(3), pages 600-621, June.
    47. Temple, Jonathan R. W., 2001. "Generalizations that aren't? Evidence on education and growth," European Economic Review, Elsevier, vol. 45(4-6), pages 905-918, May.
    48. Paap, Richard & Franses, Philip Hans & van Dijk, Dick, 2005. "Does Africa grow slower than Asia, Latin America and the Middle East? Evidence from a new data-based classification method," Journal of Development Economics, Elsevier, vol. 77(2), pages 553-570, August.
    49. Panayiota Lyssiotou & Panos Pashardes & Thanasis Stengos, 2008. "Demographic versus expenditure flexibility in Engel curves," Empirical Economics, Springer, vol. 34(2), pages 257-271, March.
    50. Christian Bjørnskov, 2010. "How does social trust lead to better governance? An attempt to separate electoral and bureaucratic mechanisms," Public Choice, Springer, vol. 144(1), pages 323-346, July.
    51. Sjoerd Beugelsdijk & Henri L.F. de Groot & Anton B.T.M. van Schaik, 2004. "Trust and economic growth: a robustness analysis," Oxford Economic Papers, Oxford University Press, vol. 56(1), pages 118-134, January.
    52. Daron Acemoglu & James A. Robinson, 2006. "De Facto Political Power and Institutional Persistence," American Economic Review, American Economic Association, vol. 96(2), pages 325-330, May.
    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. Muhammad Umar Bello & David Martin @ Daud Juanil & Rozilah Kasim & Muhammad Najib Razali & Yunos Ngadiman & Talib Bon, 2018. "Evidence of Municipal Awareness as a Construct for Enhancing Citizen Satisfaction in Municipal Council of Malaysia," Traektoriâ Nauki = Path of Science, Altezoro, s.r.o. & Dialog, vol. 4(2), pages 1001-1012, February.
    2. George S. Atsalakis & Elie Bouri & Fotios Pasiouras, 2021. "Natural disasters and economic growth: a quantile on quantile approach," Annals of Operations Research, Springer, vol. 306(1), pages 83-109, November.
    3. Zeng, Jhih-Hong & Peng, Chi-Lu & Chen, Ming-Chi & Lee, Chien-Chiang, 2013. "Wealth effects on the housing markets: Do market liquidity and market states matter?," Economic Modelling, Elsevier, vol. 32(C), pages 488-495.
    4. Sefa Awaworyi Churchill & Yeti Nisha Madhoo & Shyam Nath, 2022. "Ethnic diversity and firm performance: Evidence from India," ASARC Working Papers 2022-01, The Australian National University, Australia South Asia Research Centre.
    5. Feng-Wen Chen & Long-Wang Fu & Kai Wang & Sang-Bing Tsai & Ching-Hsia Su, 2018. "The Influence of Entrepreneurship and Social Networks on Economic Growth—From a Sustainable Innovation Perspective," Sustainability, MDPI, vol. 10(7), pages 1-19, July.
    6. Nguyen, Jessica & Dinh, Tue & Selart, Marcus, 2020. "The predicting abilities of social trust and good governance on economic crisis duration," SocArXiv bjkpd, Center for Open Science.
    7. Thach Ngoc Pham & Duc Hong Vo, 2021. "Aging Population and Economic Growth in Developing Countries: A Quantile Regression Approach," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 57(1), pages 108-122, January.
    8. Lee, Chien-Chiang & Chen, Mei-Ping, 2020. "Happiness sentiments and the prediction of cross-border country exchange-traded fund returns," The North American Journal of Economics and Finance, Elsevier, vol. 54(C).
    9. Prosper Senyo Koto, 2017. "Is Social Capital Important In Formal-Informal Sector Linkages?," Journal of Developmental Entrepreneurship (JDE), World Scientific Publishing Co. Pte. Ltd., vol. 22(02), pages 1-16, June.
    10. Lee, Chien-Chiang & Chen, Mei-Ping, 2020. "Do natural disasters and geopolitical risks matter for cross-border country exchange-traded fund returns?," The North American Journal of Economics and Finance, Elsevier, vol. 51(C).
    11. Lim, Sokchea & Morshed, AKM Mahbub & Khun, Channary, 2018. "Trust and macroeconomic performance: A two-step approach," Economic Modelling, Elsevier, vol. 68(C), pages 293-305.

    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. Peiró-Palomino, Jesús & Tortosa-Ausina, Emili, 2013. "Can trust effects on development be generalized? A response by quantile," European Journal of Political Economy, Elsevier, vol. 32(C), pages 377-390.
    2. Jesús Peiró-Palomino, 2016. "Social Capital and Economic Growth in Europe: Nonlinear Trends and Heterogeneous Regional Effects," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 78(5), pages 717-751, October.
    3. Forte, Anabel & Peiró-Palomino, Jesús & Tortosa-Ausina, Emili, 2015. "Does social capital matter for European regional growth?," European Economic Review, Elsevier, vol. 77(C), pages 47-64.
    4. Christian Bjørnskov & Pierre-Guillaume Méon, 2013. "Is trust the missing root of institutions, education, and development?," Post-Print CEB, ULB -- Universite Libre de Bruxelles, vol. 157(3-4), pages 641-669, December.
    5. Guanchun Liu & Chien-Chiang Lee & Yuanyuan Liu, 2020. "Growth path heterogeneity across provincial economies in China: the role of geography versus institutions," Empirical Economics, Springer, vol. 59(2), pages 503-546, August.
    6. Christian Bjørnskov & Pierre-Guillaume Méon, 2012. "Trust as the missing root of institutions, education, and development," Working Papers CEB 12-031, ULB -- Universite Libre de Bruxelles.
    7. Christian Bjørnskov, 2012. "How Does Social Trust Affect Economic Growth?," Southern Economic Journal, John Wiley & Sons, vol. 78(4), pages 1346-1368, April.
    8. Marco Ferroni & Mercedes Mateo Díaz & J. Mark Payne, 2007. "Development under Conditions of Inequality and Distrust: An Exploration of the Role of Social Capital and Social Cohesion in Latin America," IDB Publications (Working Papers) 53818, Inter-American Development Bank.
    9. Abdul Jalil & Iffat Rabab, 2017. "The Economic Payoffs of Trust: An Empirical Investigation from Developing Countries Robust to Jackknife Coefficient Distribution," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 131(3), pages 1121-1144, April.
    10. Beugelsdijk, Sjoerd & Klasing, Mariko J., 2016. "Diversity and trust: The role of shared values," Journal of Comparative Economics, Elsevier, vol. 44(3), pages 522-540.
    11. Chih Ming Tan, 2010. "No one true path: uncovering the interplay between geography, institutions, and fractionalization in economic development," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 25(7), pages 1100-1127, November/.
    12. Ann Owen & Julio Videras & Lewis Davis, 2009. "Do all countries follow the same growth process?," Journal of Economic Growth, Springer, vol. 14(4), pages 265-286, December.
    13. Yamamura, Eiji, 2008. "The role of social capital in homogeneous society: Review of recent researches in Japan," MPRA Paper 11385, University Library of Munich, Germany.
    14. Rodríguez, Francisco & Shelton, Cameron A., 2013. "Cleaning up the kitchen sink: Specification tests and average derivative estimators for growth econometrics," Journal of Macroeconomics, Elsevier, vol. 38(PB), pages 260-273.
    15. Steven N. Durlauf & Andros Kourtellos & Chih Ming Tan, 2008. "Empirics of Growth and Development," Chapters, in: Amitava Krishna Dutt & Jaime Ros (ed.), International Handbook of Development Economics, Volumes 1 & 2, volume 0, chapter 3, Edward Elgar Publishing.
    16. Kerekes, Monika, 2012. "Growth miracles and failures in a Markov switching classification model of growth," Journal of Development Economics, Elsevier, vol. 98(2), pages 167-177.
    17. Elias Papaioannou & Gregorios Siourounis, 2008. "Democratisation and Growth," Economic Journal, Royal Economic Society, vol. 118(532), pages 1520-1551, October.
    18. Akçomak, İ. Semih & ter Weel, Bas, 2012. "The impact of social capital on crime: Evidence from the Netherlands," Regional Science and Urban Economics, Elsevier, vol. 42(1-2), pages 323-340.
    19. Antoci Angelo & Sabatini Fabio & Sodini Mauro, 2009. "Will growth and technology destroy social interaction? The inverted U-shape hypothesis," wp.comunite 0057, Department of Communication, University of Teramo.
    20. Knack, Stephen, 2002. "Governance and growth: measurement and evidence," MPRA Paper 28050, University Library of Munich, Germany.

    More about this item

    Keywords

    Semiparametric methods; Kernel smoothing; Smooth coefficient; Quantile regression; Social capital; Economic growth;
    All these keywords.

    JEL classification:

    • C14 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Semiparametric and Nonparametric Methods: General
    • C21 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Cross-Sectional Models; Spatial Models; Treatment Effect Models
    • O40 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity - - - General
    • R11 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - Regional Economic Activity: Growth, Development, Environmental Issues, and Changes
    • Z13 - Other Special Topics - - Cultural Economics - - - Economic Sociology; Economic Anthropology; Language; Social and Economic Stratification

    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:ecmode:v:29:y:2012:i:2:p:185-197. 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/30411 .

    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.