Do suppliers value customer firms' digital transformation? Evidence from trade credit provision
Author
Abstract
Suggested Citation
DOI: 10.1016/j.irfa.2025.103976
Download full text from publisher
As the access to this document is restricted, you may want to search for a different version of it.
References listed on IDEAS
- Ouyang, Caiyue & Xiong, Jiacai & Liu, Li & Yao, Jun, 2024. "Geographic proximity and trade credit: Evidence from a quasi-natural experiment," Journal of Corporate Finance, Elsevier, vol. 84(C).
- Dongmin Kong & Boyang Liu, 2023. "Digital Technology and Corporate Social Responsibility: Evidence from China," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 59(9), pages 2967-2993, July.
- Petersen, Mitchell A & Rajan, Raghuram G, 1997.
"Trade Credit: Theories and Evidence,"
The Review of Financial Studies, Society for Financial Studies, vol. 10(3), pages 661-691.
- Mitchell A. Petersen & Raghuram G. Rajan, "undated". "Trade Credit: Theories and Evidence," CRSP working papers 322, Center for Research in Security Prices, Graduate School of Business, University of Chicago.
- Mitchell A. Petersen & Raghuram G. Rajan, 1996. "Trade Credit: Theories and Evidence," NBER Working Papers 5602, National Bureau of Economic Research, Inc.
- Fabbri, Daniela & Menichini, Anna Maria C., 2010.
"Trade credit, collateral liquidation, and borrowing constraints,"
Journal of Financial Economics, Elsevier, vol. 96(3), pages 413-432, June.
- Daniela Fabbri & Anna Maria Cristina Menichini, 2005. "Trade Credit, Collateral Liquidation and Borrowing Constraints," CSEF Working Papers 146, Centre for Studies in Economics and Finance (CSEF), University of Naples, Italy, revised 08 Feb 2009.
- Luo, Yonggen & Cui, Huijie & Zhong, Huiyi & Wei, Changhua, 2023. "Business environment and enterprise digital transformation," Finance Research Letters, Elsevier, vol. 57(C).
- Allen, Franklin & Qian, Jun & Qian, Meijun, 2005.
"Law, finance, and economic growth in China,"
Journal of Financial Economics, Elsevier, vol. 77(1), pages 57-116, July.
- Franklin Allen & Jun Qian & Meijun Qian, 2002. "Law, Finance, and Economic Growth in China," Center for Financial Institutions Working Papers 02-44, Wharton School Center for Financial Institutions, University of Pennsylvania.
- Xiao Li & Jeffrey Ng & Walid Saffar, 2021. "Financial Reporting and Trade Credit: Evidence from Mandatory IFRS Adoption," Contemporary Accounting Research, John Wiley & Sons, vol. 38(1), pages 96-128, March.
- Gryglewicz, Sebastian, 2011. "A theory of corporate financial decisions with liquidity and solvency concerns," Journal of Financial Economics, Elsevier, vol. 99(2), pages 365-384, February.
- Huang, Heshu & Wang, Caiting & Wang, Liukai & Yarovaya, Larisa, 2023. "Corporate digital transformation and idiosyncratic risk: Based on corporate governance perspective," Emerging Markets Review, Elsevier, vol. 56(C).
- Kong, Dongmin & Pan, Yue & Tian, Gary Gang & Zhang, Pengdong, 2020. "CEOs' hometown connections and access to trade credit: Evidence from China," Journal of Corporate Finance, Elsevier, vol. 62(C).
- David Dranove & Chris Forman & Avi Goldfarb & Shane Greenstein, 2014.
"The Trillion Dollar Conundrum: Complementarities and Health Information Technology,"
American Economic Journal: Economic Policy, American Economic Association, vol. 6(4), pages 239-270, November.
- David Dranove & Christopher Forman & Avi Goldfarb & Shane Greenstein, 2012. "The Trillion Dollar Conundrum: Complementarities and Health Information Technology," NBER Working Papers 18281, National Bureau of Economic Research, Inc.
- Manuel Adelino & Miguel A Ferreira & Mariassunta Giannetti & Pedro Pires, 2023.
"Trade Credit and the Transmission of Unconventional Monetary Policy,"
The Review of Financial Studies, Society for Financial Studies, vol. 36(2), pages 775-813.
- Ferreira, Miguel & Adelino, Manuel & Giannetti, Mariassunta & Pires, Pedro, 2020. "Trade Credit and the Transmission of Unconventional Monetary Policy," CEPR Discussion Papers 14639, C.E.P.R. Discussion Papers.
- Manuel Adelino & Miguel A. Ferreira & Mariassunta Giannetti & Pedro Pires, 2022. "Trade credit and the transmission of unconventional monetary policy," Nova SBE Working Paper Series wp650, Universidade Nova de Lisboa, Nova School of Business and Economics.
- Manuel Adelino & Miguel A. Ferreira & Mariassunta Giannetti & Pedro Pires, 2020. "Trade Credit and the Transmission of Unconventional Monetary Policy," NBER Working Papers 27077, National Bureau of Economic Research, Inc.
- Wanyi Chen & Liguang Zhang & Pinyan Jiang & Fanli Meng & Qianyi Sun, 2022. "Can digital transformation improve the information environment of the capital market? Evidence from the analysts' prediction behaviour," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 62(2), pages 2543-2578, June.
- Mariassunta Giannetti & Mike Burkart & Tore Ellingsen, 2011.
"What You Sell Is What You Lend? Explaining Trade Credit Contracts,"
The Review of Financial Studies, Society for Financial Studies, vol. 24(4), pages 1261-1298.
- Ellingsen, Tore & Burkart, Mike & Giannetti, Mariassunta, 2004. "What You Sell is What You Lend? Explaining Trade Credit Contracts," CEPR Discussion Papers 4823, C.E.P.R. Discussion Papers.
- Giannetti, Mariassunta & Burkart, Mike & Ellingsen, Tore, 2011. "What you sell is what you lend? Explaining trade credit contracts," LSE Research Online Documents on Economics 69543, London School of Economics and Political Science, LSE Library.
- Mark Lang & Karl V. Lins & Mark Maffett, 2012. "Transparency, Liquidity, and Valuation: International Evidence on When Transparency Matters Most," Journal of Accounting Research, Wiley Blackwell, vol. 50(3), pages 729-774, June.
- Armstrong, Christopher S. & Core, John E. & Guay, Wayne R., 2014. "Do independent directors cause improvements in firm transparency?," Journal of Financial Economics, Elsevier, vol. 113(3), pages 383-403.
- Nambisan, Satish & Wright, Mike & Feldman, Maryann, 2019. "The digital transformation of innovation and entrepreneurship: Progress, challenges and key themes," Research Policy, Elsevier, vol. 48(8), pages 1-1.
- Mariarosaria Agostino & Francesco Trivieri, 2019. "Does Trade Credit Affect Technical Efficiency? Empirical Evidence from Italian Manufacturing SMEs," Journal of Small Business Management, Taylor & Francis Journals, vol. 57(2), pages 576-592, April.
- Iftekhar Hasan & Nada Kobeissi & Liuling Liu & Haizhi Wang, 2018.
"Corporate Social Responsibility and Firm Financial Performance: The Mediating Role of Productivity,"
Journal of Business Ethics, Springer, vol. 149(3), pages 671-688, May.
- Hasan, Iftekhar & Kobeissi, Nada & Liu, Liuling & Wang, Haizhi, 2016. "Corporate social responsibility and firm financial performance: the mediating role of productivity," Bank of Finland Research Discussion Papers 7/2016, Bank of Finland.
- Mahmood Hajli & Julian M. Sims & Valisher Ibragimov, 2015. "Information technology (IT) productivity paradox in the 21st century," International Journal of Productivity and Performance Management, Emerald Group Publishing Limited, vol. 64(4), pages 457-478, April.
- Guo, Chenhao & Ke, Yun & Zhang, Jinkang, 2023. "Digital transformation along the supply chain," Pacific-Basin Finance Journal, Elsevier, vol. 80(C).
- McGuinness, Gerard & Hogan, Teresa & Powell, Ronan, 2018. "European trade credit use and SME survival," Journal of Corporate Finance, Elsevier, vol. 49(C), pages 81-103.
- Hui, Kai Wai & Klasa, Sandy & Yeung, P. Eric, 2012. "Corporate suppliers and customers and accounting conservatism," Journal of Accounting and Economics, Elsevier, vol. 53(1), pages 115-135.
- Xiaofeng Quan & Cheng Xiang & Ru (Tina) Gao, 2024. "Reputation is golden: Superstar CEOs and trade credit," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 51(1-2), pages 631-656, January.
- AlNuaimi, Bader K. & Kumar Singh, Sanjay & Ren, Shuang & Budhwar, Pawan & Vorobyev, Dmitriy, 2022. "Mastering digital transformation: The nexus between leadership, agility, and digital strategy," Journal of Business Research, Elsevier, vol. 145(C), pages 636-648.
- Abdulla, Yomna & Dang, Viet Anh & Khurshed, Arif, 2020. "Suppliers' listing status and trade credit provision," Journal of Corporate Finance, Elsevier, vol. 60(C).
- Wu, Keping & Fu, Yumei & Kong, Dongmin, 2022. "Does the digital transformation of enterprises affect stock price crash risk?," Finance Research Letters, Elsevier, vol. 48(C).
- Pouyan Foroughi & Alan J Marcus & Vinh Nguyen & Hassan Tehranian, 2022. "Peer Effects in Corporate Governance Practices: Evidence from Universal Demand Laws," The Review of Financial Studies, Society for Financial Studies, vol. 35(1), pages 132-167.
- Paul Goldsmith-Pinkham & Isaac Sorkin & Henry Swift, 2020.
"Bartik Instruments: What, When, Why, and How,"
American Economic Review, American Economic Association, vol. 110(8), pages 2586-2624, August.
- Paul Goldsmith-Pinkham & Isaac Sorkin & Henry Swift, 2018. "Bartik Instruments: What, When, Why, and How," NBER Working Papers 24408, National Bureau of Economic Research, Inc.
- Verhoef, Peter C. & Broekhuizen, Thijs & Bart, Yakov & Bhattacharya, Abhi & Qi Dong, John & Fabian, Nicolai & Haenlein, Michael, 2021. "Digital transformation: A multidisciplinary reflection and research agenda," Journal of Business Research, Elsevier, vol. 122(C), pages 889-901.
- Tobias Berg & Valentin Burg & Ana Gombović & Manju Puri, 2020.
"On the Rise of FinTechs: Credit Scoring Using Digital Footprints,"
The Review of Financial Studies, Society for Financial Studies, vol. 33(7), pages 2845-2897.
- Tobias Berg & Valentin Burg & Ana Gombović & Manju Puri, 2018. "On the Rise of FinTechs – Credit Scoring using Digital Footprints," NBER Working Papers 24551, National Bureau of Economic Research, Inc.
- Jiang, Kangqi & Du, Xinyi & Chen, Zhongfei, 2022. "Firms' digitalization and stock price crash risk," International Review of Financial Analysis, Elsevier, vol. 82(C).
- James Levinsohn & Amil Petrin, 2003. "Estimating Production Functions Using Inputs to Control for Unobservables," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 70(2), pages 317-341.
- Liu, Guangqiang & Wang, Shenghua, 2023. "Digital transformation and trade credit provision: Evidence from China," Research in International Business and Finance, Elsevier, vol. 64(C).
- Tim de Silva & David Thesmar, 2024. "Noise in Expectations: Evidence from Analyst Forecasts," The Review of Financial Studies, Society for Financial Studies, vol. 37(5), pages 1494-1537.
- El Ghoul, Sadok & Zheng, Xiaolan, 2016. "Trade credit provision and national culture," Journal of Corporate Finance, Elsevier, vol. 41(C), pages 475-501.
- Li, Minghuan & Jiang, Anxuan & Ma, Jianteng, 2023. "Digital transformation and income inequality within enterprises – Evidence from listed companies in China," Pacific-Basin Finance Journal, Elsevier, vol. 81(C).
- Zhonghao Lei & Dongmei Wang, 2023. "Digital transformation and total factor productivity: Empirical evidence from China," PLOS ONE, Public Library of Science, vol. 18(10), pages 1-18, October.
- Zhou, Linjiang & Shi, Xiaochuan & Bao, Yaxiong & Gao, Lihua & Ma, Chao, 2023. "Explainable artificial intelligence for digital finance and consumption upgrading," Finance Research Letters, Elsevier, vol. 58(PC).
- Lin William Cong & Haoyu Gao & Jacopo Ponticelli & Xiaoguang Yang, 2019. "Credit Allocation Under Economic Stimulus: Evidence from China," The Review of Financial Studies, Society for Financial Studies, vol. 32(9), pages 3412-3460.
- Pengyu Chen & Yuanyuan Hao, 2022. "Digital transformation and corporate environmental performance: The moderating role of board characteristics," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 29(5), pages 1757-1767, September.
- Galindo-Martín, Miguel-Ángel & Castaño-Martínez, María-Soledad & Méndez-Picazo, María-Teresa, 2019. "Digital transformation, digital dividends and entrepreneurship: A quantitative analysis," Journal of Business Research, Elsevier, vol. 101(C), pages 522-527.
- Chen, Shenglan & Ma, Hui & Wu, Qiang, 2019. "Bank credit and trade credit: Evidence from natural experiments," Journal of Banking & Finance, Elsevier, vol. 108(C).
- Liu, Shasha & Zhao, Huixian & Kong, Gaowen, 2023. "Enterprise digital transformation, breadth of ownership and stock price volatility," International Review of Financial Analysis, Elsevier, vol. 89(C).
- Zhao, Tianyu & Yan, Na & Ji, Liya, 2023. "Digital transformation, life cycle and internal control effectiveness: Evidence from China," Finance Research Letters, Elsevier, vol. 58(PA).
- Edward I. Altman, 1968. "Financial Ratios, Discriminant Analysis And The Prediction Of Corporate Bankruptcy," Journal of Finance, American Finance Association, vol. 23(4), pages 589-609, September.
- Biais, Bruno & Gollier, Christian, 1997. "Trade Credit and Credit Rationing," The Review of Financial Studies, Society for Financial Studies, vol. 10(4), pages 903-937.
- Liu, Shu & Wu, Yuting & Yin, Xiaobo & Wu, Bin, 2023. "Digital transformation and labour investment efficiency: Heterogeneity across the enterprise life cycle," Finance Research Letters, Elsevier, vol. 58(PC).
- Zhou, Zhongsheng & Li, Zhuo, 2023. "Corporate digital transformation and trade credit financing," Journal of Business Research, Elsevier, vol. 160(C).
- Charles J. Hadlock & Joshua R. Pierce, 2010. "New Evidence on Measuring Financial Constraints: Moving Beyond the KZ Index," The Review of Financial Studies, Society for Financial Studies, vol. 23(5), pages 1909-1940.
- Levine, Ross & Lin, Chen & Xie, Wensi, 2018.
"Corporate Resilience to Banking Crises: The Roles of Trust and Trade Credit,"
Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 53(4), pages 1441-1477, August.
- Ross Levine & Chen Lin & Wensi Xie, 2016. "Corporate Resilience to Banking Crises: The Roles of Trust and Trade Credit," NBER Working Papers 22153, National Bureau of Economic Research, Inc.
- Boone, Audra L. & White, Joshua T., 2015. "The effect of institutional ownership on firm transparency and information production," Journal of Financial Economics, Elsevier, vol. 117(3), pages 508-533.
- Wilbur Chen & Suraj Srinivasan, 2024. "Going digital: implications for firm value and performance," Review of Accounting Studies, Springer, vol. 29(2), pages 1619-1665, June.
- Cheng, Linyin, 2024. "Does digital transformation matter for trade credit provision? Evidence from China," Pacific-Basin Finance Journal, Elsevier, vol. 86(C).
- Chen, Zhiyao & Harford, Jarrad & Kamara, Avraham, 2019. "Operating Leverage, Profitability, and Capital Structure," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 54(1), pages 369-392, February.
- Nishant Dass & Jayant R. Kale & Vikram Nanda, 2015. "Trade Credit, Relationship-specific Investment, and Product Market Power," Review of Finance, European Finance Association, vol. 19(5), pages 1867-1923.
- Wen, Jinglei & Deng, Yujiao, 2023. "How does intellectual property protection contribute to the digital transformation of enterprises?," Finance Research Letters, Elsevier, vol. 58(PA).
- Li, Min & Liu, Na & Kou, Aiju & Chen, Wenchuan, 2023. "Customer concentration and digital transformation," International Review of Financial Analysis, Elsevier, vol. 89(C).
- Wu, Wenfeng & Firth, Michael & Rui, Oliver M., 2014. "Trust and the provision of trade credit," Journal of Banking & Finance, Elsevier, vol. 39(C), pages 146-159.
- Alfred Lehar & Victor Y Song & Lasheng Yuan & Itay Goldstein, 2020. "Industry Structure and the Strategic Provision of Trade Credit by Upstream Firms," The Review of Financial Studies, Society for Financial Studies, vol. 33(10), pages 4916-4972.
- Yuming Zhang & Han Liu & Shuang Li & Chao Xing, 2023. "The Digital Transformation Effect in Trade Credit Uptake: The Buyer Perspective," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 59(7), pages 2056-2078, May.
- Broekhuizen, T.L.J. & Emrich, O. & Gijsenberg, M.J. & Broekhuis, M. & Donkers, B. & Sloot, L.M., 2021. "Digital platform openness: Drivers, dimensions and outcomes," Journal of Business Research, Elsevier, vol. 122(C), pages 902-914.
- Yang, Yang & Chen, Wanying & Yu, Zhuangxiong, 2023. "Local government debt and corporate digital transformation: Evidence from China," Finance Research Letters, Elsevier, vol. 57(C).
- Tian, Guangning & Li, Bo & Cheng, Yue, 2022. "Does digital transformation matter for corporate risk-taking?," Finance Research Letters, Elsevier, vol. 49(C).
- Wang, Lan, 2023. "Digital transformation and total factor productivity," Finance Research Letters, Elsevier, vol. 58(PA).
- Mahmood Hajli & Julian M. Sims & Valisher Ibragimov, 2015. "Information technology (IT) productivity paradox in the 21st century," International Journal of Productivity and Performance Management, Emerald Group Publishing Limited, vol. 64(4), pages 457-478, April.
- Matarazzo, Michela & Penco, Lara & Profumo, Giorgia & Quaglia, Roberto, 2021. "Digital transformation and customer value creation in Made in Italy SMEs: A dynamic capabilities perspective," Journal of Business Research, Elsevier, vol. 123(C), pages 642-656.
- Hao, Jing & Peng, Mengzu & He, Wenjia, 2023. "Digital finance development and bank liquidity creation," International Review of Financial Analysis, Elsevier, vol. 90(C).
- Chen, Guang & Wang, Min, 2023. "Stock market liberalization and earnings management: Evidence from the China–Hong Kong Stock Connects," Finance Research Letters, Elsevier, vol. 58(PB).
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.- Zhou, Zhongsheng & Li, Zhuo, 2023. "Corporate digital transformation and trade credit financing," Journal of Business Research, Elsevier, vol. 160(C).
- Xiaofeng Quan & Cheng Xiang & Ru (Tina) Gao, 2024. "Reputation is golden: Superstar CEOs and trade credit," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 51(1-2), pages 631-656, January.
- Li, Shan & Shi, Hanzhong & Sowah, Joseph Sowahfio & Zhai, Kerui, 2024. "Customers’ blockchain adoption and suppliers’ provision of trade credit: A pre-registered report," Pacific-Basin Finance Journal, Elsevier, vol. 86(C).
- Xin, Zhuoyao & Zhang, Zongyi & Xiang, Cheng, 2024. "Do suppliers value clients’ ESG profiles? Evidence from Chinese firms," International Review of Economics & Finance, Elsevier, vol. 91(C), pages 241-258.
- Liukai Wang & Caiting Wang & Larisa Yarovaya & Heshu Huang, 2024. "Trade credit and corporate digital transformation: The role of managerial ability," The Financial Review, Eastern Finance Association, vol. 59(3), pages 779-806, August.
- Franklin Allen & Meijun Qian, 2025. "Alternative finance in the international business context: a review and future research," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 56(1), pages 43-61, February.
- Cheng, Linyin, 2024. "Does digital transformation matter for trade credit provision? Evidence from China," Pacific-Basin Finance Journal, Elsevier, vol. 86(C).
- Yuming Zhang & Han Liu & Shuang Li & Chao Xing, 2023. "The Digital Transformation Effect in Trade Credit Uptake: The Buyer Perspective," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 59(7), pages 2056-2078, May.
- Kyiu, Anthony & Tawiah, Bernard & Boasiako, Kwabena Antwi & Adasi Manu, Sylvester, 2025. "Reprint of: Third-party auditor liability risk and trade credit policies," The British Accounting Review, Elsevier, vol. 57(1).
- Yang, Jie & Yu, Juan & Bao, Mengqi, 2025. "Intelligent manufacturing and trade credit," International Review of Financial Analysis, Elsevier, vol. 97(C).
- Ouyang, Caiyue & Xiong, Jiacai & Liu, Li & Yao, Jun, 2024. "Geographic proximity and trade credit: Evidence from a quasi-natural experiment," Journal of Corporate Finance, Elsevier, vol. 84(C).
- Li, Tongxia & Lu, Chun & Wang, Hui, 2023. "Stakeholder orientation and trade credit: Evidence from a natural experiment," International Review of Economics & Finance, Elsevier, vol. 87(C), pages 15-34.
- James, Hui Liang & Ngo, Thanh & Wang, Hongxia, 2023. "The impact of more able managers on corporate trade credit," Journal of Behavioral and Experimental Finance, Elsevier, vol. 40(C).
- Wenwu Cai & Xiaofeng Quan & Gary Gang Tian, 2023. "Local Corruption and Trade Credit: Evidence from an Emerging Market," Journal of Business Ethics, Springer, vol. 185(3), pages 563-594, July.
- Changling Sun & Ziang Lin & Marek Vochozka & Zuzana Vincúrová, 2022. "Digital transformation and corporate cash holdings in China’s A-share listed companies," Oeconomia Copernicana, Institute of Economic Research, vol. 13(4), pages 1081-1116, December.
- Duan, Zhixin & Hu, Mingsheng, 2024. "Dig the treasure nearby: The impact of local supplier preference on trade credit financing," International Review of Economics & Finance, Elsevier, vol. 89(PA), pages 629-650.
- Gong, Guangming & Yang, Ni, 2025. "Do corporate environmental violations affect trade credit? Evidence from China," Emerging Markets Review, Elsevier, vol. 64(C).
- Zhang, Yanlei & García Lara, Juan Manuel & Tribó, Josep A., 2020. "Unpacking the black box of trade credit to socially responsible customers," Journal of Banking & Finance, Elsevier, vol. 119(C).
- Fan, Rui & Pan, Jianping & Wang, Jenny Jing & Yu, Minggui, 2023. "Do government provided credit ratings enhance or impede a firm's access to trade credit?," Pacific-Basin Finance Journal, Elsevier, vol. 77(C).
- Hasan, Mostafa Monzur & Alam, Nurul, 2022. "Asset redeployability and trade credit," International Review of Financial Analysis, Elsevier, vol. 80(C).
More about this item
Keywords
Digital economy; Digital transformation; Trade credit; Information asymmetry; Financing constraints;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:eee:finana:v:99:y:2025:i:c:s1057521925000638. 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/620166 .
Please note that corrections may take a couple of weeks to filter through the various RePEc services.