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How Many Countries for Multilevel Modeling? A Comparison of Frequentist and Bayesian Approaches

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Cited by:

  1. Alejandra Martínez-Martínez & Silviano Esteve-Pérez & Salvador Gil-Pareja & Rafael Llorca-Vivero, 2024. "Multilevel Modelling in Economics: A Way to Test the Natural-Partner Hypothesis," International Advances in Economic Research, Springer;International Atlantic Economic Society, vol. 30(3), pages 299-314, August.
  2. Anna Ruelens & Bart Meuleman & Ides Nicaise, 2018. "Examining Measurement Isomorphism of Multilevel Constructs: The Case of Political Trust," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 140(3), pages 907-927, December.
  3. Eick, Gianna Maria, 2023. "Welfare Euroscepticism and Socioeconomic Status," SocArXiv cvzh5, Center for Open Science.
  4. Brian Burgoon & Luc Fransen, 2018. "Might Corporate Social Responsibility Hollow Out Support for Public Assistance in Europe?," British Journal of Industrial Relations, London School of Economics, vol. 56(1), pages 128-163, March.
  5. Nomikos, William George, 2021. "More Security, More Legitimacy? Effective Governance as a Source of State Legitimacy in Liberia," OSF Preprints hd28z, Center for Open Science.
  6. Nicholas Charron & Victor Lapuente & Andres Rodriguez-Pose, 2022. "Uncooperative Society, Uncooperative Politics or Both? Trust, Polarisation, Populism and COVID-19 Deaths across European regions," Papers in Evolutionary Economic Geography (PEEG) 2204, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Jan 2022.
  7. Marisa Bucheli & Máximo Rossi, 2016. "Attitudes towards Intimate Partner Violence against Women in Latin America," Documentos de Trabajo (working papers) 0116, Department of Economics - dECON.
  8. Enrique López-Bazo & Elisabet Motellón, 2016. "“Innovation, heterogeneous firms, and the region”," AQR Working Papers 201607, University of Barcelona, Regional Quantitative Analysis Group, revised Apr 2016.
  9. Giesselmann, Marco & Schmidt-Catran, Alexander W., 2019. "Getting the Within Estimator of Cross-Level Interactions in Multilevel Models with Pooled Cross-Sections: Why Country Dummies (Sometimes) Do Not Do the Job," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 49(1), pages 190-219.
  10. Stefan Jestl, 2019. "The Impact of Income Inequality on Household Indebtedness in Euro Area Countries," wiiw Working Papers 173, The Vienna Institute for International Economic Studies, wiiw.
  11. Olivier Jacques, 2021. "Classes and Taxes: Socio-Economic Status, Ideology and (Un)Willingness to Pay," CIRANO Working Papers 2021s-37, CIRANO.
  12. Nataliya Barasinska & Dorothea Schäfer, 2018. "Gender role asymmetry and stock market participation – evidence from four European household surveys," The European Journal of Finance, Taylor & Francis Journals, vol. 24(12), pages 1026-1046, August.
  13. Amy C. Alexander & Andreas Bågenholm & Nicholas Charron, 2020. "Are women more likely to throw the rascals out? The mobilizing effect of social service spending on female voters," Public Choice, Springer, vol. 184(3), pages 235-261, September.
  14. Corwin D. Smidt, 2017. "Polarization and the Decline of the American Floating Voter," American Journal of Political Science, John Wiley & Sons, vol. 61(2), pages 365-381, April.
  15. Elff, Martin & Heisig, Jan Paul & Schaeffer, Merlin & Shikano, Susumu, 2021. "Multilevel Analysis with Few Clusters: Improving Likelihood-based Methods to Provide Unbiased Estimates and Accurate Inference," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 51(1), pages 412-426.
  16. Prati, Gabriele, 2018. "Gender equality and women's participation in transport cycling," Journal of Transport Geography, Elsevier, vol. 66(C), pages 369-375.
  17. Hill, Paula & Bissoondoyal-Bheenick, Emawtee & Faff, Robert, 2018. "New evidence on sovereign to corporate credit rating spill-overs," International Review of Financial Analysis, Elsevier, vol. 55(C), pages 209-225.
  18. Stefano Camatarri & Francesco Zucchini, 2019. "Government coalitions and Eurosceptic voting in the 2014 European Parliament elections," European Union Politics, , vol. 20(3), pages 425-446, September.
  19. Michal Kozák, 2020. "What Matters in a Job? A Multi-Level Study of Job Preference Orientations and the Intrinsic Quality of Work in 25 Societies," Societies, MDPI, vol. 10(3), pages 1-16, August.
  20. Heejung Chung & Hyojin Seo, 2024. "Flexibility Stigma Across Europe: How National Contexts can Shift the Extent to which Flexible Workers are Stigmatised," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 174(3), pages 945-965, September.
  21. Andrew Bell & Kelvyn Jones, 2015. "Bayesian informative priors with Yang and Land’s hierarchical age–period–cohort model," Quality & Quantity: International Journal of Methodology, Springer, vol. 49(1), pages 255-266, January.
  22. Dyevre, Arthur & Lampach, Nicolas, 2018. "The origins of regional integration: Untangling the effect of trade on judicial cooperation," International Review of Law and Economics, Elsevier, vol. 56(C), pages 122-133.
  23. Allison Rovny, 2014. "The Capacity of Social Policies to Combat Poverty Among New Social Risk Groups," LIS Working papers 605, LIS Cross-National Data Center in Luxembourg.
  24. E. Keith Smith & Adam Mayer, 2019. "Anomalous Anglophones? Contours of free market ideology, political polarization, and climate change attitudes in English-speaking countries, Western European and post-Communist states," Climatic Change, Springer, vol. 152(1), pages 17-34, January.
  25. Marcus, Justin & Carlson, David & Ergin, Canan & Ceylan, Savas, 2022. "“Generation Me”: An intra-nationally bounded generational explanation for convergence and divergence in personal vs. social focus cultural value orientations," Journal of World Business, Elsevier, vol. 57(2).
  26. Andrew Bell & Malcolm Fairbrother & Kelvyn Jones, 2019. "Fixed and random effects models: making an informed choice," Quality & Quantity: International Journal of Methodology, Springer, vol. 53(2), pages 1051-1074, March.
  27. Elff, Martin & Heisig, Jan Paul & Schaeffer, Merlin & Shikano, Susumu, 2021. "Rejoinder to Daniel Stegmueller's Comments," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 51(1), pages 460-462.
  28. Stefan Jestl & Sandra M. Leitner & Sebastian Leitner, 2022. "The relative impact of different forces of globalization on wage inequality: A fresh look at the EU experience," Review of International Economics, Wiley Blackwell, vol. 30(4), pages 1003-1037, September.
  29. Eijffinger, S.C.W. & Mahieu, R.J. & Raes, L.B.D., 2013. "Estimating the Preferences of Central Bankers : An Analysis of Four Voting Records," Discussion Paper 2013-047, Tilburg University, Center for Economic Research.
  30. Eduard Alvarez & Mario Holzner & Stefan Jestl & Jordi Marti-Henneberg, 2016. "Introducing Railway Time in the Balkans: Economic effects of railway construction in Southeast Europe and beyond since the early 19th century until present days," wiiw Balkan Observatory Working Papers 121, The Vienna Institute for International Economic Studies, wiiw.
  31. David Brady & Amie Bostic, 2014. "Paradoxes of social policy: Welfare transfers, relative poverty and redistribution preferences," LIS Working papers 624, LIS Cross-National Data Center in Luxembourg.
  32. Trude Lappegård & Sebastian Klüsener & Daniele Vignoli, 2014. "Social norms, economic conditions and spatial variation of childbearing within cohabitation across Europe," MPIDR Working Papers WP-2014-002, Max Planck Institute for Demographic Research, Rostock, Germany.
  33. Andrew Bell & Kelvyn Jones, 2015. "Bayesian informative priors with Yang and Land’s hierarchical age–period–cohort model," Quality & Quantity: International Journal of Methodology, Springer, vol. 49(1), pages 255-266, January.
  34. L. Bryan, Mark & P. Jenkins, Stephen, 2013. "Regression analysis of country effects using multilevel data: a cautionary tale," ISER Working Paper Series 2013-14, Institute for Social and Economic Research.
  35. David Brady & Agnes Blome & Julie A. Kmec, 2018. "Work-Family Reconciliation Policies And Women’s And Mothers’labor Market Outcomes In Rich Democracies," LIS Working papers 754, LIS Cross-National Data Center in Luxembourg.
  36. Elff, Martin & Heisig, Jan Paul & Schaeffer, Merlin & Shikano, Susumu, 2016. "No Need to Turn Bayesian in Multilevel Analysis with Few Clusters: How Frequentist Methods Provide Unbiased Estimates and Accurate Inference," SocArXiv z65s4, Center for Open Science.
  37. Mohamed M. Mostafa, 2016. "Post-materialism, Religiosity, Political Orientation, Locus of Control and Concern for Global Warming: A Multilevel Analysis Across 40 Nations," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 128(3), pages 1273-1298, September.
  38. Matthias Fatke, 2013. "Allure or Alternative? Direct Democracy and Party Identification," University of Bern Social Sciences Working Papers 4, University of Bern, Department of Social Sciences.
  39. Sagan Adam, 2019. "Sample Size in Multilevel Structural Equation Modeling – The Monte Carlo Approach," Econometrics. Advances in Applied Data Analysis, Sciendo, vol. 23(4), pages 63-79, December.
  40. Philipp Poppitz, 2016. "Does self-perceptions and income inequality match?," IMK Working Paper 173-2016, IMK at the Hans Boeckler Foundation, Macroeconomic Policy Institute.
  41. Rozemarijn Dereuddre & Bart Van de Putte & Piet Bracke, 2016. "Ready, Willing, and Able: Contraceptive Use Patterns Across Europe," European Journal of Population, Springer;European Association for Population Studies, vol. 32(4), pages 543-573, October.
  42. Dominik Buttler, 2022. "Employment Status and Well-Being Among Young Individuals. Why Do We Observe Cross-Country Differences?," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 164(1), pages 409-437, November.
  43. Fabian Engler & Linda Voigt, 2023. "There is power in a union? Union members' preferences and the conditional effect of labour unions on left parties in different welfare state programmes," British Journal of Industrial Relations, London School of Economics, vol. 61(1), pages 89-109, March.
  44. Tojeiro-Rivero, Damián, 2022. "What effect does the aggregate industrial R&D offshoring have on you? A multilevel study," Journal of International Management, Elsevier, vol. 28(2).
  45. Leo Ahrens, 2020. "Unfair Inequality and the Demand for Redistribution," LIS Working papers 771, LIS Cross-National Data Center in Luxembourg.
  46. Luis Guirola & Gonzalo Rivero, 2022. "Polarization contaminates the link with partisan and independent institutions: evidence from 138 cabinet shifts," Working Papers 2237, Banco de España.
  47. Bettina Schuck & Nadia Steiber, 2018. "Does Intergenerational Educational Mobility Shape the Well-Being of Young Europeans? Evidence from the European Social Survey," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 139(3), pages 1237-1255, October.
  48. Monika Bauhr & Nicholas Charron, 2020. "In God we Trust? Identity, Institutions and International Solidarity in Europe," Journal of Common Market Studies, Wiley Blackwell, vol. 58(5), pages 1124-1143, September.
  49. Sean de Hoon & Renske Keizer & Pearl Dykstra, 2015. "The Male Marriage Wage Premium in Cross-National Perspective," LIS Working papers 642, LIS Cross-National Data Center in Luxembourg.
  50. Adrian Rauchfleisch & Mike S Schäfer & Dario Siegen, 2021. "Beyond the ivory tower: Measuring and explaining academic engagement with journalists, politicians and industry representatives among Swiss professorss," PLOS ONE, Public Library of Science, vol. 16(5), pages 1-20, May.
  51. Fernando Bruna & Juan Fernández‐Sastre, 2021. "Regional characteristics and the decision to innovate in a developing country: A multilevel analysis of Ecuadorian firms," Papers in Regional Science, Wiley Blackwell, vol. 100(6), pages 1337-1354, December.
  52. Bischoff, Thore Sören & Hipp, Ann & Runst, Petrik, 2023. "Firm innovation and generalized trust as a regional resource," Research Policy, Elsevier, vol. 52(8).
  53. Bell, Andrew & Jones, Kelvyn, 2015. "Explaining Fixed Effects: Random Effects Modeling of Time-Series Cross-Sectional and Panel Data," Political Science Research and Methods, Cambridge University Press, vol. 3(1), pages 133-153, January.
  54. Morten Kringstad & Tor-Eirik Olsen & Tor Georg Jakobsen & Rasmus K. Storm & Nikolaj Schelde, 2021. "Match Experience at the Danish Women’s Soccer National A-Team Matches: An Explorative Study," Sustainability, MDPI, vol. 13(5), pages 1-20, March.
  55. Marisa Bucheli & Maximo Rossi, 2019. "Attitudes Toward Intimate Partner Violence Against Women in Latin America and the Caribbean," SAGE Open, , vol. 9(3), pages 21582440198, August.
  56. Georg Kanitsar, 2022. "The Inequality-Trust Nexus Revisited: At What Level of Aggregation Does Income Inequality Matter for Social Trust?," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 163(1), pages 171-195, August.
  57. Pavel S. Pronin, 2020. "International Trade And Democracy: How Trade Partners Affect Regime Change And Persistence," HSE Working papers WP BRP 75/PS/2020, National Research University Higher School of Economics.
  58. Celeste Beesley & Scott Cooper, 2023. "Micro-foundations of the commercial peace: The effect of net exports on Ukrainian attitudes towards war with Russia," Journal of Peace Research, Peace Research Institute Oslo, vol. 60(6), pages 951-967, November.
  59. José Garcia Montalvo & Omiros Papaspiliopoulos & Timothée Stumpf-Fétizon, 2018. "Bayesian forecasting of electoral outcomes with new parties' competition," Economics Working Papers 1624, Department of Economics and Business, Universitat Pompeu Fabra.
  60. Portmann, Rahel & Mitrovic, Tanja & Gonthier, Hakim & Kosirnik, Céline & Knüsel, René & Jud, Andreas, 2022. "Do socio-structural factors influence the incidence and reporting of child neglect? An analysis of multi-sectoral national data from Switzerland," Children and Youth Services Review, Elsevier, vol. 140(C).
  61. Delaruelle, Katrijn & Buffel, Veerle & Bracke, Piet, 2015. "Educational expansion and the education gradient in health: A hierarchical age-period-cohort analysis," Social Science & Medicine, Elsevier, vol. 145(C), pages 79-88.
  62. Monika Bauhr & Nicholas Charron, 2018. "Why support International redistribution? Corruption and public support for aid in the eurozone," European Union Politics, , vol. 19(2), pages 233-254, June.
  63. Charlotte Cavaill, 2015. "Deservingness, Self-Interest and the Welfare State: Why Some Care More about Deservingness than Others and Why It Matters," LIS Working papers 652, LIS Cross-National Data Center in Luxembourg.
  64. Nathalie Greenan & Ekaterina Kalugina & Mouhamadou Moustapha Niang, 2017. "Work Organisation and Workforce Vunerability to Non-Employment: Evidence from OECD’s Survey on Adult Skills (PIAAC) [Organisation du travail et vulnérabilité au non-emploi : une étude empirique à p," Working Papers hal-02162457, HAL.
  65. Qionghan Zhang & Yingyuan Chen & Yuan Tao & Tahir Farid & Jianhong Ma, 2019. "How Consistent Contributors Inspire Individuals to Cooperate: The Role of Moral Elevation and Social Value Orientation," Sustainability, MDPI, vol. 11(7), pages 1-19, March.
  66. Sijeong Lim & Brian Burgoon, 2017. "Globalization and Support for Unemployment Spending in Asia," Working Papers hal-01670983, HAL.
  67. Daniel M. McNeish, 2016. "Using Data-Dependent Priors to Mitigate Small Sample Bias in Latent Growth Models," Journal of Educational and Behavioral Statistics, , vol. 41(1), pages 27-56, February.
  68. Heisig, Jan Paul & Schaeffer, Merlin & Giesecke, Johannes, 2017. "The Costs of Simplicity: Why Multilevel Models May Benefit from Accounting for Cross-Cluster Differences in the Effects of Controls," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 82(4), pages 796-827.
  69. Mario Quaranta, 2018. "The Meaning of Democracy to Citizens Across European Countries and the Factors Involved," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 136(3), pages 859-880, April.
  70. Pim Verbunt & Anne-Catherine Guio, 2019. "Explaining Differences Within and Between Countries in the Risk of Income Poverty and Severe Material Deprivation: Comparing Single and Multilevel Analyses," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 144(2), pages 827-868, July.
  71. José García-Montalvo & Omiros Papaspiliopoulos & Timothée Stumpf-Fétizon, 2018. "Bayesian Forecasting of Electoral Outcomes with new Parties' Competition," Working Papers 1065, Barcelona School of Economics.
  72. Erwin Stolz & Hannes Mayerl & Éva Rásky & Wolfgang Freidl, 2019. "Individual and country-level determinants of nursing home admission in the last year of life in Europe," PLOS ONE, Public Library of Science, vol. 14(3), pages 1-10, March.
  73. Marcos Fernández‐Gutiérrez & Oliver James & Sebastian Jilke, 2017. "Competition and switching in public service markets: Can they reduce inequalities?," Regulation & Governance, John Wiley & Sons, vol. 11(1), pages 41-63, March.
  74. Navarro, María & D'Agostino, Antonella & Neri, Laura, 2020. "The effect of urbanization on subjective well-being: Explaining cross-regional differences," Socio-Economic Planning Sciences, Elsevier, vol. 71(C).
  75. Karen Vanderlinden & Veerle Buffel & Bart Van de Putte & Sarah Van de Velde, 2020. "Motherhood in Europe: An Examination of Parental Leave Regulations and Breastfeeding Policy Influences on Breastfeeding Initiation and Duration," Social Sciences, MDPI, vol. 9(12), pages 1-22, December.
  76. Gabriele Prati & Luca Pietrantoni & Cinzia Albanesi, 2018. "Human values and beliefs and concern about climate change: a Bayesian longitudinal analysis," Quality & Quantity: International Journal of Methodology, Springer, vol. 52(4), pages 1613-1625, July.
  77. Brady, David & Bostic, Amie, 2015. "Paradoxes of Social Policy: Welfare Transfers, Relative Poverty, and Redistribution Preferences," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 80(2), pages 268-298.
  78. Javier Lorenzo Rodríguez & Amuitz Garmendia Madariaga, 2016. "Going public against institutional constraints? Analyzing the online presence intensity of 2014 European Parliament election candidates," European Union Politics, , vol. 17(2), pages 303-323, June.
  79. Franziska Marquart & Andreas C Goldberg & Claes H de Vreese, 2020. "‘This time I’m (not) voting’: A comprehensive overview of campaign factors influencing turnout at European Parliament elections," European Union Politics, , vol. 21(4), pages 680-705, December.
  80. Aleksey Oshchepkov & Anna Shirokanova, 2020. "Multilevel Modeling For Economists: Why, When And How," HSE Working papers WP BRP 233/EC/2020, National Research University Higher School of Economics.
  81. Andrew Bell & Kelvyn Jones, 2014. "Another 'futile quest'? A simulation study of Yang and Land's Hierarchical Age-Period-Cohort model," Demographic Research, Max Planck Institute for Demographic Research, Rostock, Germany, vol. 30(11), pages 333-360.
  82. Marine Coupaud, 2023. "Organizational change and psychosomatic symptoms: Exploring pathways through working conditions and assessing the moderating role of social support among European workers," Economic and Industrial Democracy, Department of Economic History, Uppsala University, Sweden, vol. 44(2), pages 322-350, May.
  83. Song, Fei (Sophie) & Montabon, Frank & Xu, Yuhang, 2018. "The impact of national culture on corporate adoption of environmental management practices and their effectiveness," International Journal of Production Economics, Elsevier, vol. 205(C), pages 313-328.
  84. Brady, David & Blome, Agnes & Kmec, Julie A., 2018. "Work-Family Reconciliation Policies and Women's and Mothers' Labor Market Outcomes in Rich Democracies," SocArXiv sbyz9, Center for Open Science.
  85. Klaus Armingeon, 2021. "Fiscal solidarity: The conditional role of political knowledge," European Union Politics, , vol. 22(1), pages 133-154, March.
  86. Tojeiro-Rivero, Damián & Moreno, Rosina, 2019. "Technological cooperation, R&D outsourcing, and innovation performance at the firm level: The role of the regional context," Research Policy, Elsevier, vol. 48(7), pages 1798-1808.
  87. Montalvo, José G. & Papaspiliopoulos, Omiros & Stumpf-Fétizon, Timothée, 2019. "Bayesian forecasting of electoral outcomes with new parties’ competition," European Journal of Political Economy, Elsevier, vol. 59(C), pages 52-70.
  88. Sam Crawley & Hilde Coffé & Ralph Chapman, 2022. "Climate Belief and Issue Salience: Comparing Two Dimensions of Public Opinion on Climate Change in the EU," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 162(1), pages 307-325, July.
  89. Andreas Dür & Gemma Mateo, 2014. "The Europeanization of interest groups: Group type, resources and policy area," European Union Politics, , vol. 15(4), pages 572-594, December.
  90. Oliver Nahkur & Dagmar Kutsar, 2019. "Social Ecological Measures of Interpersonal Destructiveness Impacting Child Subjective Mental Well-Being: Perceptions of 12-Year-Old Children in 14 Countries," Child Indicators Research, Springer;The International Society of Child Indicators (ISCI), vol. 12(1), pages 353-378, February.
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