A Novel Corruption Index

Authors

  • Khurrum Shahzad Minhaj University, Lahore, Pakistan
  • Sultan Ahmad Rana SKANS School of Accountancy, Lahore, Pakistan
  • Anum Javaid Minhaj University, Lahore, Pakistan.

Keywords:

Corruption, Pakistan, Experience Indicators, New Corruption Measure

Abstract

Corruption is a qualitative variable that cannot be calculated directly. There are different approaches and techniques used for estimating corruption levels precisely. However, many new indices have been introduced to measure corruption levels, especially in the last decade. Researchers have used perception or experience indicators, simple data sources or multiple data sources, and proxy measures to estimate corruption in the past. All measures have limitations and drawbacks. The prevalent use of perception matrices to gauge corruption, derived from primary surveys of institutions and experts, presents challenges for cross-country comparisons. Such metrics often exhibit bias, particularly within perception indices. Relying solely on either perception or experience indicators is insufficient to estimate corruption levels accurately. This study introduces a novel approach that amalgamates perception and experience indicators to measure corruption in countries, specifically focusing on Pakistan. This combined index is compared to traditional perception-based indices using a weighted aggregative methodology. The ‘Novel Corruption Index’ portrays a clearer picture of corruption than other averaged perception indices for formulating effective anti-corruption policies by the government, especially tailored for Pakistan.

JEL Classification Codes: D73, F35

 

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Author Biographies

Khurrum Shahzad, Minhaj University, Lahore, Pakistan

 

 

Sultan Ahmad Rana, SKANS School of Accountancy, Lahore, Pakistan

 

 

Anum Javaid , Minhaj University, Lahore, Pakistan.

 

 

References

Adeyeye, B.G. and Otusanya, J.O. 2015, ‘The Impact of Taxpayers’ Perception of Government’s Accountability, Transparency, and Fiscal Corruption Reduction on Nigeria’s Voluntary Tax Compliance’, International Journal of Economics and Accounting, vol. 6, no. 3, pp. 276-299.

Ahmed, A. 2023, ‘Pakistan’s Corruption Perception Score falls to Worst Level in 10 Years’, Dawn, 1 February, < https://www.dawn.com/news/1734668>.

Akhtar, A.S. and Rashid, A. 2021, ‘Dispossession and the Militarised Developer State: Financialisation and Class Power on the Agrarian–Urban Frontier of Islamabad, Pakistan’, Third World Quarterly, vol. 42, no. 8, pp. 1866-1884.

Alesina, A. and Weder, B. 2002, ‘Do Corrupt Governments Receive Less Foreign Aid’, American Economic Review, vol. 92, no. 4, pp. 1126-1137.

Anderson, M. K. 2018, ‘Why Corruption Matters in Human Rights’, Journal of Human Rights Practice, vol. 10, no. 1, pp. 179-190.

Andvig, J.C., Fjeldstad, O.H., Amundsen, I., Sissener, T. and Søreide, T 2001, ‘Corruption. A Review of Contemporary Research’, Chr. Michelsen Institute, <https://ca-anticorruption.com/wp-content/uploads/2021/02/Andvigetal2001CorruptionreviewresearchCMIR20017.pdf>.

Ashraf, S. and Ashraf, B. N. 2014, ‘Journalism Ethics: Evidence from Media Industry of Pakistan’, Global Media Journal: Pakistan Edition, vol. 7, no. 2, pp. 25-36.

bin Aziz, H. 2020, ‘Muslims and the Freedom of Expression in Europe: A Case Study of Post-9/11 Major Controversies’, Journal of European Studies, vol. 36, no. 2, pp. 116-129.

Budsaratragoon, P. and Jitmaneeroj, B. 2020, ‘A Critique on the Corruption Perceptions Index: An Interdisciplinary Approach’, Socio-Economic Planning Sciences, vol. 70, p. 100768.

Chetwynd, E., Chetwynd, F. and Spector, B. 2003, ‘Corruption and Poverty: A Review of Recent Literature’, United States Agency for International Development, <https://pdf.usaid.gov/pdf_docs/pnacw645.pdf>.

CPDI 2020, ‘Financial Audit Report 2019-20’, Centre for Peace and Development Initiatives, <https://www.cpdi-pakistan.org/wp-content/uploads/2020/09/Audit-Report-2019.pdf>.

de Maria, B. 2008, ‘Neo‐Colonialism through Measurement: A Critique of the Corruption Perception Index’, Critical Perspectives on International Business, vol. 8, no. 2, pp. 184-202.

Donchev, D. and Ujhelyi, G. 2014, ‘What do Corruption Indices Measure?’, Economics & Politics, vol. 26, no. 2, pp. 309-331.

Egger, P. and Winner, H. 2005, ‘Evidence on Corruption as an Incentive for Foreign Direct Investment’, European Journal of Political Economy, vol. 21, no. 4, pp. 932-952.

Färdigh, M. A., Andersson, E. and Oscarsson, H. 2011, ‘Reexamining the Relationship between Press Freedom and Corruption’, QOG Working Paper Series, <https://www.gu.se/sites/default/files/2020-05/2011_13_fardigh_andersson_oscarsson_0.pdf>.

Galtung, F. 2006, ‘Measuring the Immeasurable: Boundaries and Functions of (Macro) Corruption Indices’, in Measuring Corruption, Australia: Routledge, pp. 101-130, <http://www.anti-corruption.org/wp-content/uploads/2016/11/Galtung-Measuring-the-Immeasurable-2.pdf>.

Glaeser, E. L. and Goldin, C. 2004, ‘Corruption and Reform: An Introduction’, NBER Working Paper 10775, <https://www.nber.org/system/files/chapters/c9976/c9976.pdf>.

Goel, R. K. and Nelson, M. A. 2005, ‘Economic Freedom versus Political Freedom: Cross‐Country Influences on Corruption’, Australian Economic Papers, vol. 44, no. 2, pp. 121-133.

Golden, M.A. and Picci, L. 2005, ‘Proposal for a New Measure of Corruption, illustrated with Italian Data’, Economics & Politics, vol. 17, no.1, pp. 37-75.

Gonzales, C. 2021, ‘A Broken Vow: An Examination of the Cases of Corruption in the Philippines’, Sapienza: International Journal of Interdisciplinary Studies, vol. 2, no.1, pp. 47-65.

Hawken, A. and Munck, G. L. 2009, ‘Do you know your Data? Measurement Validity in Corruption Research’, Pepperdine University and University of Southern California, pp. 1-30, <http://indicatorsinfo.pbworks.com/f/Hawken+Munck_Corruption_2009.pdf>.

Hawthorne, O. E. and Magu, S. 2018, ‘Introduction: Corruption Scandals and Global Governance’, in Corruption Scandals and their Global Impacts, United Kingdom: Routledge, pp. 1-5.

Heritage 2017, ‘2017 Index of Economic Freedom’, The Heritage Foundation, <https://www.heritage.org/index/pdf/2022/book/2022_IndexofEconomicFreedom_Highlights.pdf>.

HRCP 2020, State of Human Rights in 2020, Human Rights Commision of Pakistan,

<https://hrcp-web.org/hrcpweb/wp-content/uploads/2020/09/website-version-HRCP-AR-2020-5-8-21_removed.pdf>.

Imran, M., Murtiza, G., and Akbar, M. S. 2023, ‘Role of NAB in Eliminating Corruption from Pakistan: A Critical Analysis’, Annals of Human and Social Sciences, vol. 4, no. 2, pp. 157-169.

Javaid, U. 2010, ‘Corruption and its Deep Impact on Good Governance in Pakistan’, Pakistan Economic and Social Review, vol. 48, no. 1, pp. 123-134.

Kaufmann, D. 2005, ‘Myths and Realities of Governance and Corruption’, Social Scienc Research Network, <https://papers.ssrn.com/sol3/papers.cfm?abstract_id=829244>.

Kaufmann, D. and Vicente, P. C. 2011, ‘Legal Corruption’, Economics & Politics, vol. 23, no. 2, pp. 195-219.

Khan, F. 2016, ‘Combating Corruption in Pakistan’, Asian Education and Development Studies, vol. 5, no. 2, pp. 195-210.

Knack, S. F. 2006, Measuring Corruption in Eastern Europe and Central Asia: A Critique of the Cross-Country Indicators, vol. 3968, World Bank Publications, <https://books.google.com.pk/books?id=G64HT2a0h5cC&printsec=frontcover&source=gbs_ge_summary_r&redir_esc=y#v=onepage&q&f=false>.

Lambsdorff, J. G. 2007, The Institutional Economics of Corruption and Reform: Theory, Evidence and Policy, Cambridge: Cambridge University Press.

Lehtonen, P. 2013, ‘Corruption and Managing the Project Cycle: The Role of Corrupt Practices in NGO Cooperation in Pakistan’, Master’s Thesis, Social and Public Policy/Master’s Degree

Programme in Development and International Cooperation/Accounting, Department of Social Sciences and Philosophy/School of Business and Economics, University of Jyväskylä, Spring <https://jyx.jyu.fi/bitstream/handle/123456789/41092/URN%3aNBN%3afi%3ajyu-201303211355.pdf?sequence=1&isAllowed=y>.

Mocan, N. 2009, ‘Corruption, Corruption Perception and Economic Growth’, In Economic Performance in the Middle East and North Africa: Institutions, Corruption and Reform, Abingdon and New York: Routledge.

NAB 2018, ‘Annual Financial Report 2018’, National Accountability Bureau [Online],

<https://www.nab.com.au/content/dam/nabrwd/documents/reports/corporate/2018-annual-financial-report.pdf>.

Numbeo 2021, ‘Cost of Living Index’, <https://www.numbeo.com/cost-of-living>.

Olken, B.A. 2009, ‘Corruption Perceptions vs. Corruption Reality’, Journal of Public Economics, vol. 93, no. 7-8, pp. 950-964.

Othman, Z., Shafie, R. and Hamid, F.Z.A. 2014, ‘Corruption-Why Do They Do It?’, Procedia-Social and Behavioral Sciences, vol. 164, pp. 248-257.

Paulus, M. and Kristoufek, L. 2015, ‘Worldwide Clustering of the Corruption Perception’, Physica A: Statistical Mechanics and its Applications, vol. 428, pp. 351-358.

Pring, C. and Vrushi, J. 2019, ‘Global Corruption Barometer:Africa’, Transparency International.

Razafindrakoto, M. and Roubaud, F. 2010, ‘Are International Databases on Corruption Reliable? A Comparison of Expert Opinion Surveys and Household Surveys in sub-Saharan Africa’, World Development, vol. 38, no. 8, pp. 1057-1069.

Razzaq, A., Nazir, R. and Adil, F. 2020, ‘Dynamic Relationship among Tax Evasion, Control over Corruption and Political Accountability: A Case Study of Pakistan’, International Journal of Economics and Financial Issues, vol. 10, no. 5, pp. 256-261.

Schneider, F. 2008, ‘Shadow Economies and Corruption All Over the World: What Do We Really Know?’ in The Shadow Economy, Corruption and Governance, Edward Elgar Publishing.

Schwab, G. M. 2011, Right in their Own Eyes: The Gospel according to the Book of Judges, P&R Publications.

Shaikh, I. and Khan, R. 2023, ‘Role of Law of National Accountability Ordinance (NAO) for Preventing Corruption in the Public Sector of Pakistan’, Russian Law Journal, vol. 11, no.5.

Siddiqa, A. 2019, ‘Pakistan: From Hybrid-Democracy to Hybrid-Martial Law’, Journal of South Asian and Middle Eastern Studies, vol. 42, no. 2, pp. 52-72.

Svensson, J. 2005, ‘Eight Questions about Corruption’, Journal of Economic Perspectives, vol. 19, no. 3, pp. 19-42.

Thomas, T. E., Bhattad, A. J., Mitra, S. and Bagchi, S. 2016, ‘Sirius: Neural Network based Probabilistic Assertions for Detecting Silent Data Corruption in Parallel Programs’, 2016 IEEE 35th Symposium on Reliable Distributed Systems (SRDS), Budapest, pp. 41-50, <https://ieeexplore.ieee.org/document/7794328>.

Transparency International 2022, ‘CPI 2022 Corruption Perceptions Index’, <http://www.transparency.org/en/cpi/2022>.

Transparency International 2017, ‘2017 Corruption Perceptions Index’, <http://www.transparency.org/en/cpi/2017>.

Transparency International 2006, ‘Annual Report’, <https://www.transparency.org/en/publications/transparency-international-annual-report-2006>.

Treisman, D. 2000, ‘The Causes of Corruption: A Cross-National Study’, Journal of Public Economics, vol. 76, no. 3, pp. 399-457.

Treisman, D. 2007, ‘What have we Learned about the Causes of Corruption from Ten Years of Cross-National Empirical Research?’, Annual Review Political Science, vol. 10, pp. 211-244.

Ullah, M.A., Urquhart, C., Arthanari, T. and Ahmed, E. 2022, ‘Dimensions of Corruption in Pakistan: A Systems Thinking Approach and Qualitative Analysis’, Systems Research and Behavioral Science, vol. 39, no. 2, pp. 324-338.

van Aaken, A., Feld, L. P. and Voigt, S. 2010, ‘Do Independent Prosecutors deter Political Corruption? An Empirical Evaluation across Seventy-Eight Countries’, American Law and Economics Review, vol. 12, no. 1, pp. 204-244.

Watson, D. and Moreland, A. 2014, ‘Perceptions of Corruption and the Dynamics of Women’s Representation’, Politics & Gender, vol. 10, no. 3, pp. 392-412.

World Bank 2019, ‘Annual Report 2019’, <https://thedocs.worldbank.org/en/doc/435871587148191699-0330212020/original/AnnualReport2019.pdf>.

Wyatt, T. J., Hunter, L., George, R. and Gunter, R. 2018, ‘Corruption and Wildlife Trafficking: Three Case Studies involving Asia’, Asian Journal of Criminology, vol. 13, pp. 35-55.

Published

2024-01-02

How to Cite

Shahzad, K., Ahmad Rana, S., & Javaid , A. (2024). A Novel Corruption Index . Journal of Development Policy, Research & Practice, 7(1), 48–72. Retrieved from https://journals.sdpipk.org/index.php/JoDPRP/article/view/46