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The Heckman Correction for Sample Selection and Its Critique

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  1. Johnes, Geraint & Tanaka, Yasuhide, 2008. "Changes in gender wage discrimination in the 1990s: A tale of three very different economies," Japan and the World Economy, Elsevier, vol. 20(1), pages 97-113, January.
  2. Petra Andries & Dirk Czarnitzki, 2014. "Small firm innovation performance and employee involvement," Small Business Economics, Springer, vol. 43(1), pages 21-38, June.
  3. Ali Fakih & Pascal L. Ghazalian, 2013. "Female Labour Force Participation in MENA's Manufacturing Sector: The Implications of Firm-related and National Factors," CIRANO Working Papers 2013s-46, CIRANO.
  4. Reichert, Arndt & Tauchmann, Harald, 2014. "When outcome heterogeneously matters for selection: a generalized selection correction estimator," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 46(7), pages 762-768.
  5. Vogel, Edgar, 2014. "MRO bidding in the presence of LTROs: an empirical analysis of the pre-crisis period," Working Paper Series 1753, European Central Bank.
  6. Wendy Janssens & Jann Goedecke & Godelieve J de Bree & Sunday A Aderibigbe & Tanimola M Akande & Alice Mesnard, 2016. "The Financial Burden of Non-Communicable Chronic Diseases in Rural Nigeria: Wealth and Gender Heterogeneity in Health Care Utilization and Health Expenditures," PLOS ONE, Public Library of Science, vol. 11(11), pages 1-19, November.
  7. Alderighi, Marco & Gaggero, Alberto A. & Piga, Claudio A., 2015. "The effect of code-share agreements on the temporal profile of airline fares," Transportation Research Part A: Policy and Practice, Elsevier, vol. 79(C), pages 42-54.
  8. Margaret Giles, 2003. "Correcting for selectivity bias in the estimation of road crash costs," Applied Economics, Taylor & Francis Journals, vol. 35(11), pages 1291-1301.
  9. Yusuf Emre Akgündüz & Thomas Huizen & Janneke Plantenga, 2021. "“Who’ll take the chair?” Maternal employment effects of a Polish (pre)school reform," Empirical Economics, Springer, vol. 61(2), pages 1097-1133, August.
  10. Mendiola, Alfredo, 2010. "Adr Effects On Domestic Latin Maerica Financial Market," Journal of Economics, Finance and Administrative Science, Universidad ESAN, vol. 15(28), pages 45-64.
  11. Peter Huber & Ulugbek Rahimov, 2017. "The Self-Selection of Workers to the Formal and Informal in Transition Economies: Evidence from Tajikistan," Czech Journal of Economics and Finance (Finance a uver), Charles University Prague, Faculty of Social Sciences, vol. 67(2), pages 140-164, April.
  12. Grazzi, Matteo & Vergara, Sebastián, 2012. "ICT in developing countries: Are language barriers relevant? Evidence from Paraguay," Information Economics and Policy, Elsevier, vol. 24(2), pages 161-171.
  13. Sverre J Herstad, 2018. "Innovation strategy choices in the urban economy," Urban Studies, Urban Studies Journal Limited, vol. 55(6), pages 1185-1202, May.
  14. Steve Fortin & Jeffrey A. Pittman, 2007. "The Role of Auditor Choice in Debt Pricing in Private Firms," Contemporary Accounting Research, John Wiley & Sons, vol. 24(3), pages 859-896, September.
  15. Xiaoyun Liu & Terry Sicular, 2009. "Nonagricultural Employment Determinants and Income Inequality Decomposition," Chinese Economy, Taylor & Francis Journals, vol. 42(4), pages 29-43, July.
  16. Cairns, Alexander P. & Ker, Alan P., 2013. "Unconditional Quantile Estimation: An Application to the Gravity Framework," 2013 Annual Meeting, August 4-6, 2013, Washington, D.C. 150399, Agricultural and Applied Economics Association.
  17. Sasidharan, Subash & Kathuria, Vinish, 2011. "Foreign Direct Investment and R&D: Substitutes or Complements--A Case of Indian Manufacturing after 1991 Reforms," World Development, Elsevier, vol. 39(7), pages 1226-1239, July.
  18. Pascal L. Ghazalian, 2015. "The New Tomato Suspension Agreement: What Are the Implications for Trade Flows?," Canadian Journal of Agricultural Economics/Revue canadienne d'agroeconomie, Canadian Agricultural Economics Society/Societe canadienne d'agroeconomie, vol. 63(3), pages 359-380, September.
  19. Simo Fotso, Arlette, 2017. "Child disability and siblings' healthcare expenditures in a context of child fostering," Social Science & Medicine, Elsevier, vol. 182(C), pages 89-96.
  20. Matthew Moore, 2010. "Arming the Embargoed: A Supply-Side Understanding of Arms Embargo Violations," Journal of Conflict Resolution, Peace Science Society (International), vol. 54(4), pages 593-615, August.
  21. Almus, Matthias, 2001. "Das Wachstum junger Unternehmen: Eine Bestandsaufnahme 10 Jahre nach der Wiedervereinigung," ZEW Discussion Papers 01-40, ZEW - Leibniz Centre for European Economic Research.
  22. Tomás Ruiz & Rosa Arroyo & Lidón Mars & Daniel Casquero, 2018. "Effects of a Travel Behaviour Change Program on Sustainable Travel," Sustainability, MDPI, vol. 10(12), pages 1-22, December.
  23. Nic Baigrie & Katherine Eyal, 2014. "An Evaluation of the Determinants and Implications of Panel Attrition in the National Income Dynamics Survey (2008-2010)," South African Journal of Economics, Economic Society of South Africa, vol. 82(1), pages 39-65, March.
  24. Konstantins Benkovskis & Ludmila Fadejeva, 2014. "The effect of VAT rate on inflation in Latvia: evidence from CPI microdata," Applied Economics, Taylor & Francis Journals, vol. 46(21), pages 2520-2533, July.
  25. Jan Diebecker & Friedrich Sommer, 2017. "The impact of corporate sustainability performance on information asymmetry: the role of institutional differences," Review of Managerial Science, Springer, vol. 11(2), pages 471-517, March.
  26. Longxiu Tian & Fred M. Feinberg, 2020. "Optimizing Price Menus for Duration Discounts: A Subscription Selectivity Field Experiment," Marketing Science, INFORMS, vol. 39(6), pages 1181-1198, November.
  27. Ahlin, Lina & Andersson, Martin & Thulin, Per, 2016. "Human Capital Sorting - the ‘when’ and ‘who’ of sorting of talents to urban regions," Working Paper Series in Economics and Institutions of Innovation 430, Royal Institute of Technology, CESIS - Centre of Excellence for Science and Innovation Studies.
  28. Loch, Adam, 2013. "Sequential decision-making: Theory and evidence for irrigator water allocation trade participation and volumetric choices," 2013 Conference (57th), February 5-8, 2013, Sydney, Australia 152199, Australian Agricultural and Resource Economics Society.
  29. Vergara, Sebastián & Grazzi, Matteo, 2011. "ICT access in Latin America. evidence from household level," MPRA Paper 33266, University Library of Munich, Germany.
  30. Alberto Bayo-Moriones & Jose Enrique Galdon-Sanchez & Sara Martinez-de-Morentin, 2016. "The process of wage adjustment: An analysis using establishment-level data," Economic and Industrial Democracy, Department of Economic History, Uppsala University, Sweden, vol. 37(2), pages 245-268, May.
  31. Tran, N. & Wilson, N. & Hite, D., 2012. "Choosing the best model in the presence of zero trade: a fish product analysis," Monographs, The WorldFish Center, number 40064, April.
  32. Gross, Christiane & Schübel, Thomas & Hoffmann, Rasmus, 2015. "Picking up the pieces—Applying the DISEASE FILTER to health data," Health Policy, Elsevier, vol. 119(4), pages 549-557.
  33. Christer Thrane, 2016. "Analysing related choices in tourism research," Tourism Economics, , vol. 22(3), pages 527-542, June.
  34. Gorodnichenko, Yuriy & Sabirianova Peter, Klara, 2007. "Public sector pay and corruption: Measuring bribery from micro data," Journal of Public Economics, Elsevier, vol. 91(5-6), pages 963-991, June.
  35. Michael Minnis, 2011. "The Value of Financial Statement Verification in Debt Financing: Evidence from Private U.S. Firms," Journal of Accounting Research, Wiley Blackwell, vol. 49(2), pages 457-506, May.
  36. Thomas Michielsen & Remco Mocking & Sander van Veldhuizen, 2015. "Home Ownership and Household Portfolio Choice," CPB Discussion Paper 318, CPB Netherlands Bureau for Economic Policy Analysis.
  37. William Martin & Cong S. Pham, 2020. "Estimating the gravity model when zero trade flows are frequent and economically determined," Applied Economics, Taylor & Francis Journals, vol. 52(26), pages 2766-2779, May.
  38. Puhani, Patrick A., 2000. "On the identification of relative wage rigidity dynamics: a proposal for a methodology on cross-section data and empirical evidence for Poland in transition," ZEW Discussion Papers 00-56, ZEW - Leibniz Centre for European Economic Research.
  39. Sumon Kumar Bhaumik & Manisha Chakrabarty, 2007. "Is Education the Panacea for Economic Deprivation of Muslims? Evidence from Wage Earners in India, 1987-2004," William Davidson Institute Working Papers Series wp858, William Davidson Institute at the University of Michigan.
  40. Sierdjan Koster & Martin Andersson, 2018. "When is your experience valuable? Occupation-industry transitions and self-employment success," Journal of Evolutionary Economics, Springer, vol. 28(2), pages 265-286, April.
  41. Ana María Ibañez Londoño & Juan Carlos Muñoz Mora & Philip Verwimp, 2013. "Abandoning Coffee under the Threat of Violence and the Presence of Illicit Crops. Evidence from Colombia," HiCN Working Papers 150, Households in Conflict Network.
  42. Richard Harris & Qian Cher Li, 2007. "Learning-by-Exporting? Firm-Level Evidence for UK Manufacturing and Services Sectors," Working Papers 2007_22, Business School - Economics, University of Glasgow.
  43. Mnasri, Ayman & Nechi, Salem, 2021. "New nonlinear estimators of the gravity equation," Economic Modelling, Elsevier, vol. 95(C), pages 192-202.
  44. Jong-Seo Choi & Young-Min Kwak & Chongwoo Choe, 2014. "Earnings Management Surrounding CEO Turnover: Evidence from Korea," Abacus, Accounting Foundation, University of Sydney, vol. 50(1), pages 25-55, March.
  45. Bratti, Massimiliano & Checchi, Daniele, 2013. "Re-testing PISA Students One Year Later: On School Value Added Estimation Using OECD-PISA," IZA Discussion Papers 7722, Institute of Labor Economics (IZA).
  46. Seshamani, Meena & Gray, Alastair M., 2004. "A longitudinal study of the effects of age and time to death on hospital costs," Journal of Health Economics, Elsevier, vol. 23(2), pages 217-235, March.
  47. Puhani, Patrick A., 2001. "Wage rigidities in Western Germany? Microeconometric evidence from the 1990s," ZEW Discussion Papers 01-36, ZEW - Leibniz Centre for European Economic Research.
  48. Stéphanie Moullet, 2005. "Après le bac professionnel ou technologique : la poursuite d'études jusqu'à bac + 2 et sa rentabilité salariale en début de vie active," Économie et Statistique, Programme National Persée, vol. 388(1), pages 15-36.
  49. Nguyen, Lily & Vu, Le & Yin, Xiangkang, 2020. "The undesirable effect of audit quality: Evidence from firm innovation," The British Accounting Review, Elsevier, vol. 52(6).
  50. Bryson, Alex & Dorsett, Richard & Purdon, Susan, 2002. "The use of propensity score matching in the evaluation of active labour market policies," LSE Research Online Documents on Economics 4993, London School of Economics and Political Science, LSE Library.
  51. Paras Kharel & Jorge Dávalos & Kshitiz Dahal, 2022. "International remittances and nonfarm entrepreneurship among the left‐behind: Evidence from Nepal," Review of Development Economics, Wiley Blackwell, vol. 26(1), pages 208-241, February.
  52. Edwin Fourrier-Nicolai & Michel Lubrano, 2019. "The Effect of Aspirations on Inequality: Evidence from the German Reunification using Bayesian Growth Incidence Curves," AMSE Working Papers 1914, Aix-Marseille School of Economics, France.
  53. Ali Fakih & Pascal L. Ghazalian, 2013. "Female Labour Force Participation in MENA's Manufacturing Sector: The Implications of Firm-related and National Factors," CIRANO Working Papers 2013s-46, CIRANO.
  54. Campbell, Benjamin L. & Nayga, Rodolfo M., Jr. & Silva, Andres & Park, John L., 2009. "Do the National School Lunch and School Breakfast Programs Improve Children’s Dietary Quality?," 2009 Annual Meeting, July 26-28, 2009, Milwaukee, Wisconsin 49440, Agricultural and Applied Economics Association.
  55. Bradfield, Tracy & Butler, Robert & Dillon, Emma J. & Hennessy, Thia, 2020. "The factors influencing the profitability of leased land on dairy farms in Ireland," Land Use Policy, Elsevier, vol. 95(C).
  56. Barry Chiswick & Paul Miller, 2007. "Computer usage, destination language proficiency and the earnings of natives and immigrants," Review of Economics of the Household, Springer, vol. 5(2), pages 129-157, June.
  57. Robert Jonsson, 2012. "When does Heckman’s two-step procedure for censored data work and when does it not?," Statistical Papers, Springer, vol. 53(1), pages 33-49, February.
  58. Mark Pennington & Manuel Gomes & Cam Donaldson, 2017. "Handling Protest Responses in Contingent Valuation Surveys," Medical Decision Making, , vol. 37(6), pages 623-634, August.
  59. Ricardo Goncalves & Peter J. Simmons & Yuanyuan Xie, 2017. "Rebel with(out) a cause? Inter-generational smoking dependence in Chinese households," Discussion Papers 17/20, Department of Economics, University of York.
  60. Baruffaldi, Stefano H. & Di Maio, Giorgio & Landoni, Paolo, 2017. "Determinants of PhD holders’ use of social networking sites: An analysis based on LinkedIn," Research Policy, Elsevier, vol. 46(4), pages 740-750.
  61. Pierre Mohnen & Jacques Mairesse & Marcel Dagenais, 2006. "Innovativity: A comparison across seven European countries," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 15(4-5), pages 391-413.
  62. S. Mcguinness, 2003. "Graduate overeducation as a sheepskin effect: evidence from Northern Ireland," Applied Economics, Taylor & Francis Journals, vol. 35(5), pages 597-608.
  63. Dain C. Donelson & Justin J. Hopkins, 2016. "Large Market Declines and Securities Litigation: Implications for Disclosing Adverse Earnings News," Management Science, INFORMS, vol. 62(11), pages 3183-3198, November.
  64. Thewissen, James & Shrestha, Prabal & Torsin, Wouter & Pastwa, Anna M., 2022. "Unpacking the black box of ICO white papers: A topic modeling approach," Journal of Corporate Finance, Elsevier, vol. 75(C).
  65. Ouyang, Yusi & Pinstrup-Andersen, Per, 2012. "Health Inequality between Ethnic Minority and Han Populations in China," World Development, Elsevier, vol. 40(7), pages 1452-1468.
  66. Elisabetta Strazzera & Margarita Genius & Riccardo Scarpa & George Hutchinson, 2003. "The Effect of Protest Votes on the Estimates of WTP for Use Values of Recreational Sites," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 25(4), pages 461-476, August.
  67. Burt S. Barnow & Jeffrey Smith, 2015. "Employment and Training Programs," NBER Chapters, in: Economics of Means-Tested Transfer Programs in the United States, Volume 2, pages 127-234, National Bureau of Economic Research, Inc.
  68. Nooraisah Katmon & Omar Al Farooque, 2017. "Exploring the Impact of Internal Corporate Governance on the Relation Between Disclosure Quality and Earnings Management in the UK Listed Companies," Journal of Business Ethics, Springer, vol. 142(2), pages 345-367, May.
  69. Myck, Michal & Nici?ska, Anna & Morawski, Leszek, 2009. "Count Your Hours: Returns to Education in Poland," IZA Discussion Papers 4332, Institute of Labor Economics (IZA).
  70. Bhat, Chandra R. & Eluru, Naveen, 2009. "A copula-based approach to accommodate residential self-selection effects in travel behavior modeling," Transportation Research Part B: Methodological, Elsevier, vol. 43(7), pages 749-765, August.
  71. Heineck, Guido & Schwarze, Johannes, 2004. "Fly Me to the Moon: The Determinants of Secondary Jobholding in Germany and the UK," IZA Discussion Papers 1358, Institute of Labor Economics (IZA).
  72. Lippi, Francesco & Secchi, Alessandro, 2006. "Technological change and the demand for currency: An analysis with household data," CEPR Discussion Papers 6023, C.E.P.R. Discussion Papers.
  73. Mengnan Song & Jiasong Wang & Suisui Su, 2022. "Towards a Better Microcredit Decision," Papers 2209.07574, arXiv.org.
  74. Tanja Fendel, 2020. "How Elastic is the Labour Supply of Female Migrants Relative to the Labour Supply of Female Natives?," De Economist, Springer, vol. 168(4), pages 475-517, December.
  75. Duo Qin & Sophie van Huellen & Raghda Elshafie & Yimeng Liu & Thanos Moraitis, 2019. "A Principled Approach to Assessing Missing-Wage Induced Selection Bias," Working Papers 216, Department of Economics, SOAS University of London, UK.
  76. Tripathi, Amarnath & Sardar, Sucheta & Shyam, Hari Shankar, 2023. "Hybrid crops, income, and food security of smallholder families: Empirical evidence from poor states of India," Technological Forecasting and Social Change, Elsevier, vol. 191(C).
  77. Pfeifer, Christian, 2007. "Eine theoretische und empirische Analyse der betrieblichen Determinanten von Teilzeitarbeit, Mini- und Midi-Jobs (A theoretical and empirical analysis of the company determinants of part-time work, mi," Zeitschrift für ArbeitsmarktForschung - Journal for Labour Market Research, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany], vol. 40(1), pages 65-76.
  78. Massimiliano Bratti & Alfonso Miranda, 2011. "Endogenous treatment effects for count data models with endogenous participation or sample selection," Health Economics, John Wiley & Sons, Ltd., vol. 20(9), pages 1090-1109, September.
  79. Marc F. Bellemare & Christopher B. Barrett, 2006. "An Ordered Tobit Model of Market Participation: Evidence from Kenya and Ethiopia," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 88(2), pages 324-337.
  80. Massimiliano Bratti & Tommaso Frattini & Francesco Scervini, 2018. "Grandparental availability for child care and maternal labor force participation: pension reform evidence from Italy," Journal of Population Economics, Springer;European Society for Population Economics, vol. 31(4), pages 1239-1277, October.
  81. Yuji Honjo & Nobuyuki Harada, 2006. "SME Policy, Financial Structure and Firm Growth: Evidence From Japan," Small Business Economics, Springer, vol. 27(4), pages 289-300, December.
  82. Gabin Langevin & David Masclet & Fabien Moizeau & Emmanuel Peterle, 2017. "Ethnic gaps in educational attainment and labor-market outcomes: evidence from France," Education Economics, Taylor & Francis Journals, vol. 25(1), pages 84-111, January.
  83. Tao, Hung-Lin, 2014. "Height, weight, and entry earnings of female graduates in Taiwan," Economics & Human Biology, Elsevier, vol. 13(C), pages 85-98.
  84. Sebastian Nielen & Alexander Schiersch, 2014. "Temporary Agency Work and Firm Competitiveness: Evidence from German Manufacturing Firms," Industrial Relations: A Journal of Economy and Society, Wiley Blackwell, vol. 53(3), pages 365-393, July.
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  86. Jackson, Scott B. & (Kelvin) Liu, Xiaotao & Cecchini, Mark, 2009. "Economic consequences of firms' depreciation method choice: Evidence from capital investments," Journal of Accounting and Economics, Elsevier, vol. 48(1), pages 54-68, October.
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  397. Dhaliwal, Dan S. & Lamoreaux, Phillip T. & Litov, Lubomir P. & Neyland, Jordan B., 2016. "Shared auditors in mergers and acquisitions," Journal of Accounting and Economics, Elsevier, vol. 61(1), pages 49-76.
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  414. Abrams M E Tagem, 2017. "Analysing the determinants of health aid allocation in sub-Saharan Africa," Discussion Papers 2017-09, University of Nottingham, CREDIT.
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  416. Fanlue Li & Ke He & Run Zhu & Junbiao Zhang & Ming Gao, 2023. "Rural low‐carbon energy development in the information age: Can internet access drive the farmer to participate in personal carbon trading schemes related to bioenergy?," Sustainable Development, John Wiley & Sons, Ltd., vol. 31(3), pages 1417-1432, June.
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  419. Almus, Matthias, 2001. "Evaluating the impact of public start-up assistance: results from an econometric approach," ZEW Discussion Papers 01-23, ZEW - Leibniz Centre for European Economic Research.
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  422. Song, Shige, 2010. "Mortality consequences of the 1959-1961 Great Leap Forward famine in China: Debilitation, selection, and mortality crossovers," Social Science & Medicine, Elsevier, vol. 71(3), pages 551-558, August.
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  424. Neumayer, Eric, 2002. "Is Good Governance Rewarded? A Cross-national Analysis of Debt Forgiveness," World Development, Elsevier, vol. 30(6), pages 913-930, June.
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  426. Mandiefe Piabuo, Serge & Menjo Baye, Francis & Chupezi Tieguhong, Julius, 2015. "Effects of credit constraints on the productivity of small and medium-sized enterprises in Cameroon," MPRA Paper 67135, University Library of Munich, Germany, revised 28 Jul 2015.
  427. Leandro S. Pongeluppe, 2022. "The favela effect: Spatial inequalities and firm strategies in disadvantaged urban communities," Strategic Management Journal, Wiley Blackwell, vol. 43(13), pages 2777-2808, December.
  428. Xie, Fang & Horan, Richard D. & Wolf, Christopher A., 2009. "A gravity model approach to forecasting tuberculosis transmission in cattle," 2009 Annual Meeting, July 26-28, 2009, Milwaukee, Wisconsin 49382, Agricultural and Applied Economics Association.
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  431. Marie-Benoît Magrini & Philippe Lemistre, 2013. "Distance--Income Migration Trade-off of Young French Workers: An Analysis per Education Level," Regional Studies, Taylor & Francis Journals, vol. 47(2), pages 282-295, February.
  432. E. Pastrapa & C. Apostolopoulos, 2015. "Estimating Determinants of Borrowing: Evidence from Greece," Journal of Family and Economic Issues, Springer, vol. 36(2), pages 210-223, June.
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  438. Gregory N. Price, 2019. "Does Productivity in the Formal Food Sector Drive Human Ebola Virus Infections in Sub‐Saharan Africa?," African Development Review, African Development Bank, vol. 31(2), pages 167-178, June.
  439. Muhammad Nadeem & Ernest Gyapong & Ammad Ahmed, 2020. "Board gender diversity and environmental, social, and economic value creation: Does family ownership matter?," Business Strategy and the Environment, Wiley Blackwell, vol. 29(3), pages 1268-1284, March.
  440. World Bank, 2009. "Ghana - Job Creation and Skills Development : Main Report," World Bank Publications - Reports 3072, The World Bank Group.
  441. Marte C. W. Solheim & Sverre J. Herstad, 2018. "The Differentiated Effects of Human Resource Diversity on Corporate Innovation," International Journal of Innovation and Technology Management (IJITM), World Scientific Publishing Co. Pte. Ltd., vol. 15(05), pages 1-25, October.
  442. Duo Qin & Sophie Van Huellen & Qing-Chao Wang, 2015. "How Credible Are Shrinking Wage Elasticities of Married Women Labour Supply?," Econometrics, MDPI, vol. 4(1), pages 1-31, December.
  443. Cumming, Douglas & Fleming, Grant & Schwienbacher, Armin, 2006. "Legality and venture capital exits," Journal of Corporate Finance, Elsevier, vol. 12(2), pages 214-245, January.
  444. Sara Suárez-Fernández & David Boto-García, 2019. "Unraveling the effect of extrinsic reading on reading with intrinsic motivation," Journal of Cultural Economics, Springer;The Association for Cultural Economics International, vol. 43(4), pages 579-605, December.
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