Skip to main content

Advertisement

Log in

The Perception of Anti-corruption Efficacy in China: An Empirical Analysis

  • Published:
Social Indicators Research Aims and scope Submit manuscript

Abstract

As corruption affects people in all walks of life, public reactions to corruption and citizens’ views of the government’s anti-corruption effort are critically important. Any government seeking to make effective policy against corruption must obtain public trust and support, which provides the much-needed legitimacy for policy enforcement. In this study, we drew on a survey of 1,604 randomly selected residents in Shanghai in 2008 to examine the perceptions and attitudes of Chinese citizens towards the government’s anti-corruption effort. Specifically, we focussed on the “sense of anticorruption efficacy,” defined as people’s expectation for positive anti-corruption outcomes. We addressed two questions. To what extent the public was confident in the government’s anti-corruption efficacy? What factors explained the variation in people’s perceptions of anti-corruption efficacy? Results indicated that two salient factors could affect an individual’s sense of anti-corruption efficacy. First, as corruption contributed to social disparity, the perceived unfairness of income distribution exacerbated people’s expectation for anti-corruption efficacy. Secondly, an accepting attitude towards power intrusion into income distribution diluted the positive impact of the perception of unfair distribution on people’s expectation for anti-corruption efficacy. We take from the results that to what extent people expect the government to make effective effort to control corruption is determined by both economic and political factors. People develop high expectation for anti-corruption reform when they are unhappy not only with the lack of fairness in income distribution but also with the intrusion of political power into economic affairs which, if unconstrained, often gives rise to corruption.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6

Similar content being viewed by others

Notes

  1. This survey was conducted by the Shanghai Academy of Social Sciences in Shanghai in 2008.

  2. For more information about CPI, please retrieve its official website: http://www.transparency.org/research/cpi/ (accessed 23 June 2014).

  3. We are indebted to an anonymous reviewer for suggesting this point.

  4. For an introduction about PPS, please refer to Srivastava and Singh (1981).

  5. See, for example, Kish (1949) for more information about Kish grid.

  6. The age range was set by the original survey, presumably because some survey questions concerned employment and income. The age variable has no impact on our study.

  7. In statistics, the ordered logit model is a regression model for ordinal dependent variables. For more detail, see Long and Freese (2006).

  8. The scales were set by the original survey based on the nature of questions. See Croasmun and Ostrom (2011) for more information on Likert scales.

  9. It should be noted that we measured this variable in a relative term. Our rationale is that people may think the same regarding the former question while their answers to the latter question are different. Thus, these respondents may have different perceptions of unwarranted political influence. By adopting a relative measure, we expect to solve this problem.

  10. Arithmetically, we were expected to get a variable ranging from −4 to 4. However, our data only observed 3 as the largest value. It means that no respondent thought political power should make a “very significant difference”(4) in income distribution.

  11. See, for example, Sun Liping, Walking out of the Transition Trap, The Economic Observer: www.eeo.com.cn, 24th Feb. 2012. Details are available at: http://www.chinainnovations.org/Item/35264.aspx (accessed 6th Sept. 2013).

References

  • Alesina, A., & Angeletos, G. M. (2005). Corruption, inequality, and fairness. Journal of Monetary Economics, 52, 1227–1244.

    Article  Google Scholar 

  • Brockmann, B., Delhey, J., Welzel, C., & Yuan, H. (2009). The China puzzle: Falling happiness in a rising economy. Journal of Happiness, 10, 387–405.

    Article  Google Scholar 

  • Campbell, A., Gurin, G., & Miller, W. E. (1954). The voter decides. Evanston, IL: Row, Preston.

    Google Scholar 

  • Croasmun, J. T., & Ostrom, L. (2011). Using Likert-type scales in the social sciences. Journal of Adult Education, 40, 19–22.

    Google Scholar 

  • Crosby, F., & Gonzalez-Intal, A. M. (1984). Relative deprivation and equity theories. In R. Folger (Ed.), The sense of injustice: Social psychological perspectives (pp. 141–166). New York, NY: Plenum.

    Chapter  Google Scholar 

  • Fisman R., & Miguel, E. (2006). Cultures of corruption: Evidence from diplomatic parking tickets. Working paper. Retrieved March 10, 2014, http://www.nber.org/papers/w12312.pdf?new_window=1

  • Gong, T., & Ma, S. K. (Eds.). (2009). Preventing corruption in Asia: Institutional design and policy capacity. London: Routledge.

    Google Scholar 

  • Gong, T., & Wang, S. (2013). Indicators and implications of zero tolerance of corruption: The case of Hong Kong. Social Indicators Research, 112, 569–586.

    Article  Google Scholar 

  • Gupta, S., Davoodi, H., & Alonso-Terme, R. (2002). Does corruption affect income inequality and poverty? Economics of Governance, 3, 23–45.

    Article  Google Scholar 

  • Gyimah-Brempong, K., & Camacho, S. M. (2006). Corruption, growth, and income distribution: Are there regional differences? Economics of Governance, 7, 245–269.

    Article  Google Scholar 

  • He, Z. (2000). Corruption and anti-corruption in reform China. Communist and Post-communist Studies, 33, 243–270.

    Article  Google Scholar 

  • Hofstede, G. (1984). The cultural relativity of the quality of life concept. The Academy of Management Review, 9, 389–398.

    Google Scholar 

  • Karp, J. A., & Banducci, S. A. (2007). Political efficacy and participation in twenty-seven democracies: How electoral systems shapes political behaviour. British Journal of Political Science, 37, 1–24.

    Article  Google Scholar 

  • Kaufmann, D., & Kraay, A. (2004). Governance matters III: New indicators for 1996–2002 and methodological challenges. Transparency International (ed.) Global corruption report 2004 (pp. 302–306). London: Pluto Press.

  • Kenski, K., & Stroud, N. J. (2006). Connections between internet use and political efficacy, knowledge, and participation. Journal of Broadcasting & Electronic Media, 50, 173–192.

    Article  Google Scholar 

  • Kish, L. (1949). A procedure for objective respondent selection within the household. Journal of American Statistical Association, 44, 380–387.

    Article  Google Scholar 

  • Konstantinidis, I., & Xezonakis, G. (2013). Sources of tolerance towards corrupted politicians in Greece: The role of trade offs and individual benefits. Crime Law & Social Change, 60, 549–563.

    Article  Google Scholar 

  • Kroll, C., & Delhey, J. (2013). A happy nation? Opportunities and challenges of using subjective indicators in policymaking. Social Indicators Research, 114, 13–28.

    Article  Google Scholar 

  • Lambsdorff, J. (2005). The methodology of the 2005 corruption perceptions index. Transparency International and University of Passau.

  • Lederman, D., Loayza, V. N., & Soares, R. R. (2005). Accountability and corruption: Political institutions matter. Economics and Politics, 17, 1–35.

    Article  Google Scholar 

  • Lee, C., Pillutla, M., & Kenneth, S. (2000). Law, power-distance, gender and organizational justice. Journal of Management, 26, 685–704.

    Article  Google Scholar 

  • Li, H., Tang, M., & Huhe, N. (2013). Does democratization colour citizen’s ideas: The role of democracy as the contextual condition of corruption perceptions. Working Paper, presented at: Comparative Politics: Global Perspective and Chinese Issues, Center For Comparative Political Development Studies, Fudan University, Shanghai, China.

  • Linde, J., & Erlingsson, G. Ó. (2013). The eroding effect of corruption on system support in Sweden. Governance: An International Journal of Policy Administration, and Institutions, 26, 585–603.

    Article  Google Scholar 

  • Long, J. S., & Freese, J. (2006). Regression Models for Categorical Dependent Variables Using Stata. College Station, TX: Stata Press.

    Google Scholar 

  • Ma, J., & Ni, X. (2008). Toward a clean government in China: Does the budget reform provide a hope? Crime Law and Social Change, 49, 119–138.

    Article  Google Scholar 

  • Manion, M. (2004). Corruption by design: Building clean government in mainland China and Hong Kong. Cambridge, MA: Harvard University Press.

    Google Scholar 

  • Margit, T. (2010). Why do people engage in corruption? The case of Estonia. Social Forces, 88, 1257–1280.

    Article  Google Scholar 

  • Marquis, C., Glynn, M. A., & Davis, G. F. (2007). Community isomorphism and corporate social action. Academy of Management Review, 32, 925–945.

    Article  Google Scholar 

  • Melgar, N., Rossi, M., & Smith, T. (2010). Research note: The perception of corruption. International Journal of Public Opinion Research, 22, 120–131.

    Article  Google Scholar 

  • Mohammad, H. (2013). Administrative culture and incidence of corruption in Bangladesh: A search for the potential linkage. International Journal of Public Administration, 36, 996–1006.

    Article  Google Scholar 

  • Pei, M. (2006). China’s trapped transition: The limits of developmental autocracy. Cambridge: Harvard University Press.

    Book  Google Scholar 

  • Quade, E. A. (2007). The logic of anticorruption enforcement campaigns in contemporary China. Journal of Contemporary China, 16, 65–77.

    Article  Google Scholar 

  • Schatz, F. (2013). Fighting corruption with social accountability: A comparative analysis of social accountability mechanisms’ potential to reduce corruption in public administration. Public Administration and Development, 33, 161–174.

    Article  Google Scholar 

  • Seligson, M. A. (2006). The measurement and impact of corruption victimization: Survey evidence from Latin America. World Development, 34, 381–404.

    Article  Google Scholar 

  • Srivastava, A. K., & Singh, D. (1981). A sampling procedure with inclusion probabilities proportional to size. Biometrika, 68, 732–734.

    Article  Google Scholar 

  • Steven, E. (1985). Reciprocal effects of participation and political efficacy: A panel analysis. American Journal of Political Science, 29, 891–913.

    Article  Google Scholar 

  • Sun, Y. (2009). Does democracy check corruption? Insights from China and India. Comparative Politics, 42, 1–19.

    Article  Google Scholar 

  • Sun, W., & Guo, Y. (2013). Political power and social inequality: The impact of the state. In W. Sun & Y. Guo (Eds.), Unequal China: The political economy and cultural politics of inequality (pp. 12–26). New York: Routledge.

    Google Scholar 

  • Themudo, N. S. (2013). Reassessing the impact of civil society: Nonprofit sector, press freedom, and corruption. Governance, 26, 63–89.

    Article  Google Scholar 

  • Treisman, D. (2000). The causes of corruption: a cross-national study. Journal of Public Economics, 76, 399–457.

    Article  Google Scholar 

  • Treisman, D. (2007). What have we learned about the causes of corruption from ten years of cross-national empirical research? Annual Review of Political Science, 10, 211–244.

    Article  Google Scholar 

  • Truex, R. (2011). Corruption attitudes and education: Survey evidence from Nepal. World Development, 39, 1133–1142.

    Article  Google Scholar 

  • Turner, M. (2013). Why is it so difficult to reform some Asian bureaucracies? Building theory from Cambodian evidence. Public Administration and Development, 33, 275–285.

    Article  Google Scholar 

  • Uslaner, E. M. (2008). Corruption, inequality, and the rule of law: The bulging pocket makes the easy life. Cambridge: Cambridge University Press.

    Book  Google Scholar 

  • Wegener, B. (1991). Relative deprivation and social mobility: Structural constraints on distributive justice judgments. European Sociological Review, 7, 3–18.

    Google Scholar 

  • Yang, D. L. (2004). Remaking the Chinese leviathan: Market transition and the politics of governance in China. California: Stanford University Press.

    Google Scholar 

Download references

Acknowledgments

The authors thank the anonymous reviewers for their helpful comments and suggestions. This research presents the initial results of the project supported by the National Social Science Fund of China (NSSFC, Grant No. 11CZZ015). The project is supported by the Social Science Youth Foundation of the Ministry of Education of China (Grant No. 10YJC810022) and The National Social Science Fund of China (No. 13 & ZD011). The authors also gratefully acknowledge the support of the Research Grants Council of Hong Kong, Economic & Social Research Council, and City University of Hong Kong for the research (City U 143210, 11402814 & 7004097). We thank Pan Dawei for offering the data and Zhu Yan, Sun Ming, and Queenie Deng for their research assistance.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Ting Gong.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Li, H., Gong, T. & Xiao, H. The Perception of Anti-corruption Efficacy in China: An Empirical Analysis. Soc Indic Res 125, 885–903 (2016). https://doi.org/10.1007/s11205-015-0859-z

Download citation

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11205-015-0859-z

Keywords

Navigation