Measurement of campaign efficiency in the 2020 elections using data envelopment analysis

Authors

  • Tatiana Bencová Department of Finance, Faculty of Economics and Management, Slovak University of Agriculture in Nitra

Keywords:

Elections, Data Envelopment Analysis (DEA), Efficiency, Political Campaign

Abstract

Data envelopment analysis (DEA) is used to analyze the efficiency of political parties campaign spending. DEA is a method to estimate a relative efficiency of decision making units (DMUs) performing similar tasks in the production system that consumes multiple inputs to produce multiple outputs. In this research paper DMUs represent 24 political parties and the production system represents the election campaign 2020. The input variable selected for the study is the cost for the political campaign. The output variables are the number of votes that the political party received in the election, number of points for the election program and the third output is the number of members of the government. For the efficiency analysis was used the BCC output oriented model which assumes variable returns to scale. The aim of the paper is twofold. The first task is to analyze input and output variables of individual political parties. The second aim is to point out and interpret the results of DEA analysis.

References

Act n. 181/2014 Coll. about the political campaign.

Act n. 85/2005 Coll. about the political parties.

BANKER, R. D., LEE, S. POTTER, G., SRINIVASAN, D. Contextual analysis of performance impacts of incentive-based compensation. In Academy of Management Journal, Vol. 39, No. 4, 1996, p. 920-948.

BANKER, R. D., CHANG, H., PIZZINI, M.J. The balanced scorecard: Judgmental effects of performance measures linked to strategy. In Accounting Review, Vol. 79, No. 1. 2004, p. 1-12.

BANKER, R.D., CHARNES, A., COOPER, W.W. Some Models for estimating Technical and Scale Inefficiencies in Data Envelopment Analysis. In Management Science, Vol. 30, No. 9, 1984, p. 1078-1092.

BERRY, B. J. L., CHEN, Y. S. Measurement of campaign efficiency using data envelopment analysis. In Electoral Studies, Vol. 18, No. 3, 1999, p. 379-395.

BÖTTCHER, L., MEZA, O.W., BROCKMANN, D. Temporal dynamics of online petitions. In PLoS one. Vol. 12, No. 5, 2017. [online], [cit.27/7/2020]. Available on the internet: <https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0178062>

CHARNES, A., COOPER, W. W., GOLANY, B., SEIFORD L., STUTZ J. Foundations of data envelopment analysis for Pareto-Koopmans efficient empirical production functions. In Journal of Econometrics. Vol. 30, No. 1-2, 1985, p. 91-107.

CHARNES, A., COOPER, W. W., RHODES, E. Measuring the efficiency of decision making units. In European Journal of Operational Research, Vol. 2, No. 6, 1978, p. 429-444.

COATES, D. The effects of campaign spending on electoral outcomes: A data envelopment analysis. In Public Choice, Vol. 99, No. 1-2, 1997, p. 15-37.

Data about election campaign costs, Final reports on the webpage of Ministry of Interior, http://www.minv.sk/?nr20-report.

Data about the number of members of the government, https://www.vlada.gov.sk/clenovia-vlady/.

Data about the number of points for campaign from institute INESS, https://iness.sk/sk/hodnotenie-volebnych-programov-2020.

Data about the number of votes obtained from Statistical office of Slovak republic, https://volby.statistics.sk/nrsr/nrsr2020/sk/data02.html.

DOWNS, A. An economic theory of democracy. p. 310. ISBN: 978-0060417505.

EFFICIENCY_A_DEA_RANKING_OF_PRESIDENTS_1880-2008>.

FARELL, M. J. The Measurement of Productive Efficiency. In Journal of the Royal Statistical Society. Vol. 120, No. 3, 1957. p. 253-290.

FARVAQUE, E., FOUCAULT, M., VIGEANT, S. The politician and the vote factory: Candidates Resource management skills and electoral returns. In Journal of Policy Modeling, Vol. 42, No. 1, 2019. p. 38-55.

HOFERER, M., BÖTTCHER, L., HERRMANN, H. J., GERSBACH, H. The impact of technologies in political campaigns. In Physica A: Statistical Mechanics and its applications. Vol. 538, 2020. [online], [cit. 27/7/2020]. Available on the internet:<https://www.sciencedirect.com/

KLIEŠTIK, T. 2009. Kvantifikácia efektivity činností dopravných podnikov pomocou Data envelopment analysis. In Ekonomie a Management, Vol. 12, No. 1, 2009. p. 133-145, [online], [cit. 28/8/2020]. Available on the internet:<http://www.ekonomie-management.cz/download/1331826707_1add/13_kliestik.pdf>.

MELO, H. P. M., REIS, S. D. S., MOREIRA, A. A., MAKSE, H. A, ANDRADE, J. S. The price of a vote: Diseconomy in proportional elections. In PLoS one. Vol. 13, No. 8, 2018. [online], [cit. 27/7/2020]. Available on the internet: <https://journals.plos.org/plosone/ article?id=10.1371/journal.pone.0201654>

SEXTON, T. R., LEWIS, H. F. Measuring efficiency in the presence of headto-head competition. In Journal of Productivity Analysis, Vol. 38, No. 2,2011, p. 183-197.

SLOVENSKÉ VOĽBY 2020 V INFORMAČNOM PRIESTORE. [online], [cit. 28/8/2020]. Available on the internet:<https://www.globsec.org/wpcontent/uploads/2020/03/Slovenske-volby-2020.pdf>.

TANKERSLEY, W. B., CUZÁN, A. G. Fiscal policy, economic performance, and vote-getting efficiency: A DEA ranking of presidents, 1880-2000. Southern Political Science Association, New Orleans, 10 Jan 2004. [online],[cit. 28/7/2020]. Available on the internet: <https://www.researchgate.net/publication/237678553_FISCAL_POLICY_ECONOMIC_PERFORMANCE_AND_VOTE-GETTING_

TONE, K. A slacks-based measure of efficiency in data envelopment analysis, In European Journal of Operational Research, Vol. 130, No. 3, 2001, p. 498-509.

Published

2020-07-01

How to Cite

Bencová, T. (2020). Measurement of campaign efficiency in the 2020 elections using data envelopment analysis. Slovak Journal of Public Policy and Public Administration, 7(1). Retrieved from https://sjpppa.fsvucm.sk/index.php/journal/article/view/97

Similar Articles

1 2 3 4 5 6 7 > >> 

You may also start an advanced similarity search for this article.