管理學院

研究成果

每年研究成果 1979 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 2017 2018 2019 2020 2021 2022 2023

• 55364 引文
• 105 h-指數
• 1995 期刊論文
• 392 會議論文篇章
• 88 會議論文
• 45 回顧評介論文
• 56 更多
  • 39 篇章
  • 12 評論/辯論
  • 4 編者言
  • 1 通訊期刊論文

每年研究成果

每年研究成果

搜尋結果

• 2022

  Dataset for cognition processes, motivations, spatial presence experience, and customer engagement in retail mobile apps

  Le, A. N. H., Ho, H. X., Nguyen, D. P. & Cheng, J. M. S., 6月 2022, 於: Data in Brief. 42, 108198.

  研究成果: 雜誌貢獻 › 期刊論文 › 同行評審

  開啟存取

  • Customer Engagement 100%
  • Retail 92%
  • Apps 91%
  • Cognition 79%
  • Contingency Model 30%
  1 引文 斯高帕斯（Scopus）

• Debt maturity choice in CEOs’ incentive to signal abilities

  Wang, C. W., 2022, 於: Asia-Pacific Journal of Accounting and Economics. 29, 3, p. 632-648 17 p.

  研究成果: 雜誌貢獻 › 期刊論文 › 同行評審

  • Debt Maturity 100%
  • Incentives 77%
  • Chief Executive Officer 58%
  • Short-term Debt 56%
  • Managers 55%
  2 引文 斯高帕斯（Scopus）

• Deep learning for missing value imputation of continuous data and the effect of data discretization

  Lin, W. C., Tsai, C. F. & Zhong, J. R., 5 3月 2022, 於: Knowledge-Based Systems. 239, 108079.

  研究成果: 雜誌貢獻 › 期刊論文 › 同行評審

  • Missing Values 100%
  • Deep Learning 97%
  • Imputation 91%
  • Discretization 90%
  • Bayesian networks 71%
  15 引文 斯高帕斯（Scopus）

• Developing a network data envelopment analysis model to measure the efficiency of banking with the governance, innovation, and operations

  Yeh, L. T., Chang, D. S. & Li, H. M., 2022, (已被接受) 於: Managerial and Decision Economics.

  研究成果: 雜誌貢獻 › 期刊論文 › 同行評審

  • Data envelopment analysis 100%
  • Banking 83%
  • Data Envelopment Analysis 58%
  • Innovation 55%
  • Governance 52%
  1 引文 斯高帕斯（Scopus）

• Does green bond issuance have an impact on climate risk concerns?

  Wang, C. W., Wu, Y. C., Hsieh, H. Y., Huang, P. H. & Lin, M. C., 7月 2022, 於: Energy Economics. 111, 106066.

  研究成果: 雜誌貢獻 › 期刊論文 › 同行評審

  • Climate 100%
  • Endogeneity 29%
  • Text Mining 20%
  • Text mining 19%
  • Propensity Score Matching 19%
  4 引文 斯高帕斯（Scopus）

• Does U.S. CEO connectedness in China matter? Evidence from Chinese import penetration

  Peng, S. C., 2022, (已被接受) 於: Review of Quantitative Finance and Accounting.

  研究成果: 雜誌貢獻 › 期刊論文 › 同行評審

  • Import Penetration 100%
  • Connectedness 84%
  • Chief Executive Officer 55%
  • China 35%
  • United States of America 28%

• Do female directors mitigate asymmetric cost behavior? Evidence from international data

  Le, A. T., Tran, T. P. & Cheng, T. C. F., 10月 2022, 於: Finance Research Letters. 49, 103121.

  研究成果: 雜誌貢獻 › 期刊論文 › 同行評審

  • Cost Stickiness 100%
  • Gender Diversity 77%
  • Endogeneity 55%
  • Corporate Governance 49%
  • Risk Taking 42%
  2 引文 斯高帕斯（Scopus）

• Do Financial Incentives Help or Harm Performance in Interesting Tasks?

  Kim, J. H., Gerhart, B. & Fang, M., 2022, 於: Journal of Applied Psychology. 107, 1, p. 153-167 15 p.

  研究成果: 雜誌貢獻 › 期刊論文 › 同行評審

  • Motivation 100%
  • incentive 94%
  • Meta-Analysis 66%
  • performance 56%
  • autonomy 35%
  4 引文 斯高帕斯（Scopus）

• Do financial inclusion and R&D matter? Exploring the effect of uncertainty on economic performance

  Lee, C. C., Wang, C. W. & Pan, C. M., 2022, 於: Applied Economics. 54, 3, p. 307-325 19 p.

  研究成果: 雜誌貢獻 › 期刊論文 › 同行評審

  • Financial Inclusion 100%
  • Economic Performance 72%
  • Uncertainty 49%
  • Instrumental Variables 29%
  • Endogeneity 29%
  8 引文 斯高帕斯（Scopus）

• Early Prediction of Functional Outcomes After Acute Ischemic Stroke Using Unstructured Clinical Text: Retrospective Cohort Study

  Sung, S. F., Hsieh, C. Y. & Hu, Y. H., 1 2月 2022, 於: JMIR Medical Informatics. 10, 2, e29806.

  研究成果: 雜誌貢獻 › 期刊論文 › 同行評審

  開啟存取

  • Stroke 100%
  • Cohort Studies 99%
  • Retrospective Studies 98%
  • Area Under Curve 52%
  • National Institutes of Health (U.S.) 50%
  3 引文 斯高帕斯（Scopus）

• Effect of privacy concerns and engagement on social support behaviour in online health community platforms

  Tseng, H. T., Ibrahim, F., Hajli, N., Nisar, T. M. & Shabbir, H., 5月 2022, 於: Technological Forecasting and Social Change. 178, 121592.

  研究成果: 雜誌貢獻 › 期刊論文 › 同行評審

  • Community Health 100%
  • privacy concerns 95%
  • Privacy 90%
  • Privacy Concerns 87%
  • Social Support 84%
  5 引文 斯高帕斯（Scopus）

• Effects of personal innovativeness and perceived value of disclosure on privacy concerns in proximity marketing: self-control as a moderator

  Lin, M. Y. C., Do, B. R., Nguyen, T. T. & Cheng, J. M. S., 10 5月 2022, 於: Journal of Research in Interactive Marketing. 16, 2, p. 310-327 18 p.

  研究成果: 雜誌貢獻 › 期刊論文 › 同行評審

  • Personal Innovativeness 100%
  • Self-control 85%
  • Privacy Concerns 84%
  • Disclosure 79%
  • Perceived Value 72%
  2 引文 斯高帕斯（Scopus）

• Empirical comparison of supervised learning techniques for missing value imputation

  Tsai, C. F. & Hu, Y. H., 4月 2022, 於: Knowledge and Information Systems. 64, 4, p. 1047-1075 29 p.

  研究成果: 雜誌貢獻 › 期刊論文 › 同行評審

  • Supervised learning 100%
  • Machine learning 34%
  • Multilayer neural networks 16%
  • Statistical methods 13%
  • Data mining 13%
  4 引文 斯高帕斯（Scopus）

• Energy Efficiency of Inference Algorithms for Clinical Laboratory Data Sets: Green Artificial Intelligence Study

  Yu, J. R., Chen, C. H., Huang, T. W., Lu, J. J., Chung, C. R., Lin, T. W., Wu, M. H., Tseng, Y. J. & Wang, H. Y., 1月 2022, 於: Journal of Medical Internet Research. 24, 1, e28036.

  研究成果: 雜誌貢獻 › 期刊論文 › 同行評審

  開啟存取

  • Artificial Intelligence 100%
  • Efficiency 82%
  • Datasets 59%
  • Urinalysis 36%
  • Psychological Power 28%
  2 引文 斯高帕斯（Scopus）

• Energy Saving and Carbon Neutrality in the Funeral Industry

  Lee, K. H., Huang, C. C., Chuang, S., Huang, C. T., Tsai, W. H. & Hsieh, C. L., 1 2月 2022, 於: Energies. 15, 4, 1457.

  研究成果: 雜誌貢獻 › 期刊論文 › 同行評審

  開啟存取

  • Energy Saving 100%
  • Neutrality 81%
  • Carbon 74%
  • Industry 60%
  • Energy conservation 46%
  1 引文 斯高帕斯（Scopus）

• Environmental policy helping antitrust decisions: Socially excessive and insufficient merger approvals

  Choi, P. S., Espínola-Arredondo, A. & Muñoz-García, F., 2月 2022, 於: Resource and Energy Economics. 67, 101267.

  研究成果: 雜誌貢獻 › 期刊論文 › 同行評審

  • Mergers 100%
  • Environmental Policy 87%
  • Pollution 63%
  • Cost Asymmetry 25%
  • Fees 20%
  1 引文 斯高帕斯（Scopus）

• Equity Short Selling and the Bank Loan Market

  Ho, P. H., Lin, C. Y. & Lin, T. C., 1 3月 2022, 於: Journal of Money, Credit and Banking. 54, 2-3, p. 349-379 31 p.

  研究成果: 雜誌貢獻 › 期刊論文 › 同行評審

  • Short Selling 100%
  • Equity 94%
  • Bank Loans 88%
  • Loan Spread 41%
  • Short-sale Constraints 38%
  1 引文 斯高帕斯（Scopus）

• Establishing trust in the sharing economy: an analysis of organizational, systems and interpersonal level trust

  Calabro, A., Nisar, T. M., Torchia, M. & Tseng, H. T., 2022, (已被接受) 於: Information Technology and People.

  研究成果: 雜誌貢獻 › 期刊論文 › 同行評審

  • economy 100%
  • Industry 70%
  • firm 42%
  • service company 38%
  • market position 37%

• Exact statistical inferences for the median of the Birnbaum–Saunders distribution

  Lu, M. C., Chang, D. S. & Yang, S. F., 2022, 於: Journal of Statistical Computation and Simulation. 92, 3, p. 567-578 12 p.

  研究成果: 雜誌貢獻 › 期刊論文 › 同行評審

  • Birnbaum-Saunders Distribution 100%
  • Exact Inference 96%
  • Statistical Inference 96%
  • Fatigue crack propagation 70%
  • Median 67%

• Exploring competition efficiency of automobile brands: An extensional data envelopment analysis-metafrontier framework

  Chou, H. C., Hung, S. W. & Lu, W. M., 1月 2022, 於: Managerial and Decision Economics. 43, 1, p. 206-218 13 p.

  研究成果: 雜誌貢獻 › 期刊論文 › 同行評審

  • Data envelopment analysis 100%
  • Metafrontier 98%
  • Automobile 82%
  • Automobiles 68%
  • Car 60%

• Exploring factors influencing impulse buying in live streaming shopping: a stimulus-organism-response (SOR) perspective

  Lin, S. C., Tseng, H. T., Shirazi, F., Hajli, N. & Tsai, P. T., 2022, (已被接受) 於: Asia Pacific Journal of Marketing and Logistics.

  研究成果: 雜誌貢獻 › 期刊論文 › 同行評審

  • Impulse Buying 100%
  • Shopping 85%
  • Organism 57%
  • Influencing Factors 56%
  • Perceived Enjoyment 47%
  5 引文 斯高帕斯（Scopus）

• Exploring the effects of team coordination and power distance on effective software process tailoring: a theoretical perspective

  Lee, J. C. & Chen, C. Y., 4月 2022, 於: Information Technology and People. 35, 3, p. 1009-1028 20 p.

  研究成果: 雜誌貢獻 › 期刊論文 › 同行評審

  • Software engineering 100%
  • software 84%
  • software development 10%
  • literature 7%
  • research method 7%
  1 引文 斯高帕斯（Scopus）

• Exports and the demand for skilled labor in China: Do foreign ownership and trade type matter?

  Yang, C. H. & Tsou, M. W., 1月 2022, 於: Economic Modelling. 106, 105692.

  研究成果: 雜誌貢獻 › 期刊論文 › 同行評審

  • Foreign Trade 100%
  • Foreign Ownership 87%
  • Skilled Labor 85%
  • Exporters 70%
  • China 39%
  1 引文 斯高帕斯（Scopus）

• External technological sources, subsidies and firm productivity in China

  Yang, C. H., 2022, (已被接受) 於: Applied Economics.

  研究成果: 雜誌貢獻 › 期刊論文 › 同行評審

  • Firm Productivity 100%
  • Subsidies 70%
  • Productivity 50%
  • China 43%
  • Production Subsidy 41%

• Factors affecting text mining based stock prediction: Text feature representations, machine learning models, and news platforms

  Lin, W. C., Tsai, C. F. & Chen, H., 11月 2022, 於: Applied Soft Computing Journal. 130, 109673.

  研究成果: 雜誌貢獻 › 期刊論文 › 同行評審

  • Text mining 100%
  • Machine learning 63%
  • Financial markets 20%
  • Deep learning 15%
  • Industry 7%

• Family ownership, family identity of CEO, and accounting conservatism: evidence from Taiwan

  Hsu, H. H., Tsao, S. M. & Lin, C. H., 2022, 於: Accounting Forum. 46, 4, p. 315-343 29 p.

  研究成果: 雜誌貢獻 › 期刊論文 › 同行評審

  • Accounting Conservatism 100%
  • Family Ownership 91%
  • Family Firms 75%
  • Chief Executive Officer 58%
  • Taiwan 57%
  1 引文 斯高帕斯（Scopus）

• Financial aid and financial inclusion: Does risk uncertainty matter?

  Lee, C. C., Wang, C. W. & Ho, S. J., 2月 2022, 於: Pacific Basin Finance Journal. 71, 101700.

  研究成果: 雜誌貢獻 › 期刊論文 › 同行評審

  • Financial Aid 100%
  • Financial Inclusion 87%
  • Uncertainty 43%
  • Risk Factors 19%
  • Developing Countries 17%
  31 引文 斯高帕斯（Scopus）

• Find me here: share store information through check-in

  Yin, C. C., Tang, Y. C., Hsieh, Y. C., Chiu, H. C. & Jhu, S. J., 10 5月 2022, 於: Journal of Research in Interactive Marketing. 16, 2, p. 259-276 18 p.

  研究成果: 雜誌貢獻 › 期刊論文 › 同行評審

  • Interactive Marketing 100%
  • Mobile Devices 98%
  • Self-congruity 94%
  • Self-disclosure 90%
  • User-generated Content 82%

• For free or paid? A comparison of doctors' intention to offer consulting services in eHealth

  Chen, J., Hsu, P. Y., Chang, Y. W., Shiau, W. L. & Lan, Y. C., 16 8月 2022, 於: Industrial Management and Data Systems. 122, 8, p. 1816-1852 37 p.

  研究成果: 雜誌貢獻 › 期刊論文 › 同行評審

  • E-health 100%
  • eHealth 74%
  • Doctors 60%
  • Consulting 54%
  • Multi-group Analysis 38%
  1 引文 斯高帕斯（Scopus）

• Fostering Environmentally Responsible Consumer Behavior: A Hierarchical Approach Toward Smartphone Recycling

  Cheng, M. J., Hung, S. W., Tsai, H. H. & Chou, Y. C., 1 10月 2022, 於: IEEE Transactions on Engineering Management. 69, 5, p. 2326-2336 11 p.

  研究成果: 雜誌貢獻 › 期刊論文 › 同行評審

  • Consumer behavior 100%
  • Smartphone 75%
  • Recycling 69%
  • Smartphones 66%
  • Consumer Behaviour 59%
  3 引文 斯高帕斯（Scopus）

• GDPR-Aware Revocable P2P File-Sharing System Over Consortium Blockchain

  Yeh, L. Y., Shen, C. Y., Huang, W. C., Hsu, W. H. & Wu, H. C., 1 12月 2022, 於: IEEE Systems Journal. 16, 4, p. 5234-5245 12 p.

  研究成果: 雜誌貢獻 › 期刊論文 › 同行評審

  • Blockchain 100%
  • Data privacy 58%
  • Peer to peer networks 34%
  • European Union 31%
  • Authentication 24%
  3 引文 斯高帕斯（Scopus）

• Google searches around analyst recommendation revision announcements: Evidence from the Taiwan stock market

  Wu, M. H., Tsai, W. C., Lu, C. C. & Zhang, H., 9月 2022, 於: International Review of Economics and Finance. 81, p. 75-97 23 p.

  研究成果: 雜誌貢獻 › 期刊論文 › 同行評審

  • Analyst Recommendations 100%
  • Taiwan Stock Market 98%
  • Google 78%
  • Announcement 64%
  • Security (Firm) 42%

• How Artificial Intelligence Technology Affects Productivity and Employment: Firm-level Evidence from Taiwan

  Yang, C. H., 7月 2022, 於: Research Policy. 51, 6, 104536.

  研究成果: 雜誌貢獻 › 期刊論文 › 同行評審

  • Artificial Intelligence 100%
  • Artificial intelligence 85%
  • Productivity 77%
  • Taiwan 74%
  • Patents 33%
  12 引文 斯高帕斯（Scopus）

• How to retain customers in omnichannel retailing: Considering the roles of brand experience and purchase behavior

  Yin, C. C., Chiu, H. C., Hsieh, Y. C. & Kuo, C. Y., 11月 2022, 於: Journal of Retailing and Consumer Services. 69, 103070.

  研究成果: 雜誌貢獻 › 期刊論文 › 同行評審

  • Brand Experience 100%
  • Purchase Behavior 82%
  • Retailing 72%
  • Customer Retention 43%
  • Individualization 25%
  1 引文 斯高帕斯（Scopus）

• Impact of the bidirectional relationship between communication and cognitive efficacy on orthopedic patient adherence behavior

  Chang, D. S., Chen, W. L. & Wang, R., 12月 2022, 於: BMC Health Services Research. 22, 1, 199.

  研究成果: 雜誌貢獻 › 期刊論文 › 同行評審

  開啟存取

  • Patient Compliance 100%
  • Orthopedics 93%
  • healthcare services 87%
  • Communication 76%
  • Healthcare 67%
  1 引文 斯高帕斯（Scopus）

• Influence of intellectual capital and integration on operational performance: big data analytical capability perspectives

  Chen, C. H. V. & Chen, Y. C., 13 5月 2022, 於: Chinese Management Studies. 16, 3, p. 551-570 20 p.

  研究成果: 雜誌貢獻 › 期刊論文 › 同行評審

  • Business Performance 100%
  • Big Data 58%
  • Intellectual Capital 56%
  • Intangible Resources 16%
  • Correlates 12%
  5 引文 斯高帕斯（Scopus）

• Information asymmetry and the profitability of technical analysis

  Hung, C. & Lai, H. N., 1月 2022, 於: Journal of Banking and Finance. 134, 106347.

  研究成果: 雜誌貢獻 › 期刊論文 › 同行評審

  • Profitability 100%
  • Technical Analysis 94%
  • Information Asymmetry 74%
  • Five-factor Model 59%
  • Probability of Informed Trading 59%

• Informativeness of trades around macroeconomic announcements in the foreign exchange market

  Wu, Z. X. & Gau, Y. F., 5月 2022, 於: Journal of International Financial Markets, Institutions and Money. 78, 101533.

  研究成果: 雜誌貢獻 › 期刊論文 › 同行評審

  • Informativeness 100%
  • Macroeconomic Announcements 99%
  • Foreign Exchange Market 73%
  • Trading Volume 20%
  • Private Information 18%

• International Expansion Selection Model by Machine Learning - A Proprietary Model

  Hsieh, P. C., Horng, D. J. & Chang, H. Y., 1 2月 2022, 於: Computer Journal. 65, 2, p. 217-236 20 p.

  研究成果: 雜誌貢獻 › 期刊論文 › 同行評審

  • Machine learning 100%
  • Industry 59%
  • Managers 21%
  • Electronics industry 15%

• International management strategies and expatriate practices of Taiwanese multinational corporations: a contingency perspective

  Wang, C. H. & Varma, A., 2月 2022, 於: Asian Business and Management. 21, 1, p. 129-153 25 p.

  研究成果: 雜誌貢獻 › 期刊論文 › 同行評審

  • Contingency Perspective 100%
  • International Management 92%
  • multinational corporation 91%
  • Expatriates 81%
  • contingency 71%
  3 引文 斯高帕斯（Scopus）

• Investigating the role of customer forgiveness following a double deviation

  Lin, C. Y. & Chou, E. Y., 19 10月 2022, 於: Journal of Services Marketing. 36, 8, p. 1042-1057 16 p.

  研究成果: 雜誌貢獻 › 期刊論文 › 同行評審

  • Forgiveness 100%
  • Deviation 61%
  • Service Recovery 48%
  • Attribution 22%
  • Customer Complaints 20%
  2 引文 斯高帕斯（Scopus）

• Investigating Unfavorable Factors That Impede MALDI-TOF-Based AI in Predicting Antibiotic Resistance

  Wang, H. Y., Liu, Y. H., Tseng, Y. J., Chung, C. R., Lin, T. W., Yu, J. R., Huang, Y. C. & Lu, J. J., 2月 2022, 於: Diagnostics. 12, 2, 413.

  研究成果: 雜誌貢獻 › 期刊論文 › 同行評審

  開啟存取

  • Artificial Intelligence 100%
  • Microbial Drug Resistance 75%
  • Lasers 60%
  • Antimicrobial Agent 52%
  • Anti-Bacterial Agents 49%

• Is fair value information fairly priced? Evidence from IPOs in global capital markets^✰

  He, L., Hsin-han Shen, C. & Shiu, C. Y., 2月 2022, 於: Journal of Banking and Finance. 135, 106368.

  研究成果: 雜誌貢獻 › 期刊論文 › 同行評審

  • Fair Value 100%
  • Capital Markets 71%
  • Value Reporting 56%
  • Initial Public Offerings 36%
  • Underwriters 20%

• Is survival a luxury good? Income elasticity of the value per statistical life

  Hammitt, J. K., Liu, J. T. & Liu, J. L., 12月 2022, 於: Journal of Risk and Uncertainty. 65, 3, p. 239-260 22 p.

  研究成果: 雜誌貢獻 › 期刊論文 › 同行評審

  • Luxury Goods 100%
  • Income Elasticity 87%
  • Endogeneity 30%
  • Mortality Risk 22%
  • Wage Differentials 19%

• Learning to Extract Expert Teams in Social Networks

  Chang, C. C., Chang, M. Y., Jhang, J. Y., Yeh, L. Y. & Shen, C. Y., 1 10月 2022, 於: IEEE Transactions on Computational Social Systems. 9, 5, p. 1552-1562 11 p.

  研究成果: 雜誌貢獻 › 期刊論文 › 同行評審

  • Social Networks 100%
  • Learning 74%
  • social network 64%
  • expert 52%
  • Reinforcement learning 41%
  1 引文 斯高帕斯（Scopus）

• Legal Environment and Contractual Choice

  Cheng, H. C., 1 6月 2022, 於: B.E. Journal of Theoretical Economics. 22, 2, p. 557-577 21 p.

  研究成果: 雜誌貢獻 › 期刊論文 › 同行評審

  • Legal Environment 100%
  • Payment 51%
  • Buyers 41%
  • Seller 37%
  • Gains from Trade 14%

• Liquidation threat: Behavior of CEO entrenchment

  Lee, C. C. & Wang, C. W., 6月 2022, 於: Finance Research Letters. 47, 102949.

  研究成果: 雜誌貢獻 › 期刊論文 › 同行評審

  • Debt Maturity 100%
  • Entrenchment 98%
  • Liquidation 86%
  • Chief Executive Officer 58%
  • Threat 56%
  1 引文 斯高帕斯（Scopus）

• Liquidity spillover in foreign exchange markets

  Chang, Y. T., Gau, Y. F. & Hsu, C. C., 1月 2022, 於: Finance Research Letters. 44, 102105.

  研究成果: 雜誌貢獻 › 期刊論文 › 同行評審

  • Foreign Exchange Market 100%
  • Spillover 83%
  • Currency Market 76%
  • Liquidity 74%
  • Funding 61%
  5 引文 斯高帕斯（Scopus）

• Making Optimal Location‐Sizing Decisions for Deploying Hybrid Renewable Energy at B&Bs

  Trihardani, L., Wang, C. T. & Hsieh, Y. J., 1 6月 2022, 於: Applied Sciences (Switzerland). 12, 12, 6087.

  研究成果: 雜誌貢獻 › 期刊論文 › 同行評審

  開啟存取

  • renewable energy 100%
  • Renewable energy resources 60%
  • Energy 35%
  • electricity 31%
  • energy technology 26%

• MANAGERS’ ETHICS OF TAX EVASION: THE ROLES OF FAMILY, RELIGION, AND SOCIAL CONDITIONS

  Vo, T. T. D., Tuliao, K. V. & Chen, C. W., 2022, 於: E a M: Ekonomie a Management. 25, 3, p. 53-68 16 p.

  研究成果: 雜誌貢獻 › 期刊論文 › 同行評審

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  • Tax Evasion 100%
  • Managers 82%
  • Anomie 17%
  • World Values Survey 17%
  • Social Programs 16%