DEA Approach for Performance Assessment of Call Centre Agents
dc.contributor.author | Mendelová, Viera | |
dc.contributor.author | Strnádová, Petra | |
dc.contributor.other | Ekonomická fakulta | cs |
dc.date.accessioned | 2020-09-02T09:42:31Z | |
dc.date.available | 2020-09-02T09:42:31Z | |
dc.description.abstract | The paper focuses on a relatively new and prospective application of the data envelopment analysis (DEA) in the employee performance assessment. In the paper, a novel DEA approach is proposed for evaluating the performance of call centre agents, based on their relative efficiency. Since call centres handle a majority of customer-company interactions, performance of call centre agents largely influences the future success or failure of a company. To ensure the quality of customer service, permanent evaluation of call centre agents’ performance is essential. The proposed DEA model consisting of two input variables (wage and working time) and five output variables (quick-answer calls proportion, customer satisfaction, net first contact resolution, call quality and inbound contact handle time) has been tested on 55 call centre agents working at the call centre of one of the largest telecommunications operators in the Slovak Republic. After measuring the performance of each agent, based on the DEA models, the call centre agents’ performance was evaluated in the DEA matrix format. As a result, the call centre agents were divided into four groups: Stars, Cash Cows, Question Marks and Poor Dogs. Finally, based on the proposed approach, recommendations for call centre managers on how to improve or maintain the performance of each of these groups were drawn. The proposed approach provides a practical framework for call centre managers to assess the performance of the agents, and to plan and take steps to improve the quality of call centre services. | en |
dc.format | text | |
dc.identifier.doi | 10.15240/tul/001/2020-3-011 | |
dc.identifier.eissn | 2336-5604 | |
dc.identifier.issn | 1212-3609 | |
dc.identifier.uri | https://dspace.tul.cz/handle/15240/157487 | |
dc.language.iso | en | |
dc.publisher | Technická Univerzita v Liberci | cs |
dc.publisher | Technical university of Liberec, Czech Republic | en |
dc.publisher.abbreviation | TUL | |
dc.relation.isbasedon | Abuelwafa, H. (2014). Performance Evaluation in Call Centers: An Investigation into the Use of Analytics Tools (Master Thesis). St. Louis, MO: Washington University in St. Louis. Retrieved October 1, 2019, from https://scholar.cu.edu.eg/sites/default/files/habuelwafa/files/thesis_final_version_performance_evaluation_in_call_centers__an_investegation_into_the_use_of_analytics_tools.pdf | |
dc.relation.isbasedon | Anton, J. (1997). Call Center Management by the Numbers. Annapolis, MD: Purdue University Press/Call Center Press. | |
dc.relation.isbasedon | Anton, J. (2000). The Past, Present and Future of Customer Access Centres. International Journal of Service Industry Management, 11(2), 120–130. https://doi.org/10.1108/09564230010323534 | |
dc.relation.isbasedon | Armentrout, D. R. (1986). Engineering Productivity Management and Performance Measurement. Journal of Management in Engineering, 2(3), 141–147. https://doi.org/10.1061/(ASCE)9742-597X(1986)2:3(141) | |
dc.relation.isbasedon | Arvey, R. D., & Murphy, K. R. (1998). Performance Evaluation in Work Settings. Annual Review of Psychology, 49(1), 141–168. https://doi.org/10.1146/annurev.psych.49.1.141 | |
dc.relation.isbasedon | Banker, R. D., Charnes, A., & Cooper, W. W. (1984). Some Models for Estimating Technical Scale Inefficiencies in Data Envelopment Analysis. Management Science, 30(9), 1078–1092. https://doi.org/10.1287/mnsc.30.9.1078 | |
dc.relation.isbasedon | Charnes, A., Cooper, W. W., Golany, B., Seiford, L. M., & Stutz, J. (1985). Foundations of Data Envelopment Analysis for Pareto-Koopmans Efficient Empirical Production Functions. Journal of Econometrics, 30(1–2), 91–127. https://doi.org/10.1016/0304-4076(85)90133-2 | |
dc.relation.isbasedon | Charnes, A., Cooper, W. W., & Rhodes, E. (1978). Measuring the Efficiency of Decision Making Units. European Journal of Operational Research, 2(6), 429–444. https://doi.org/10.1016/0377-2217(78)90138-8 | |
dc.relation.isbasedon | Cooper, W. W., Seiford, L. M., & Tone, K. (2007). Data Envelopment Analysis: A Comprehensive Text with Models, Applications, References and DEA-Solver Software (2nd ed.). New York, NY: Springer Science and Business Media, Inc. | |
dc.relation.isbasedon | Dugelová, M., & Strenitzerová, M. (2015). The Using of Data Envelopment Analysis in Human Resource Controlling. Procedia Economics and Finance, 26, 468–475. https://doi.org/10.1016/S2212-5671(15)00875-8 | |
dc.relation.isbasedon | Farrell, M. J. (1957). The Measurement of Productive Efficiency. Journal of the Royal Statistical Society, 120(3), 253–290. https://doi.org/10.2307/2343100 | |
dc.relation.isbasedon | Fielding, G. (2003). Taking Conversation Seriously: the Role of the Call Centre in the Organisation’s Customer Contact Strategy. Interactive Marketing, 4(3), 257–266. https://doi.org/10.1057/palgrave.im.4340187 | |
dc.relation.isbasedon | Hedley, B. (1976). A Fundamental Approach to Strategy Development. Long Range Planning, 9(6), 2–11. https://doi.org/10.1016/0024-6301(76)90005-4 | |
dc.relation.isbasedon | Higgs, M., Plewnia, U., & Ploch, J. (2005). Influence of Team Composition and Task Complexity on Team Performance. Team Performance Management, 11(7/8), 227–250. https://doi.org/10.1108/13527590510635134 | |
dc.relation.isbasedon | Houlihan, M. (2002). Tensions and Variations in Call Centre Management Strategies. Human Resource Management Journal, 12(4), 67–85. https://doi.org/10.1111/j.1748-8583.2002.tb00078.x | |
dc.relation.isbasedon | Jafari, M., Bourouni, A., & Amiri, R. H. (2009). A New Framework for Selection of the Best Performance Appraisal Method. European Journal of Social Sciences, 7(3), 92–100. | |
dc.relation.isbasedon | Katzenbach, J. R., & Smith, D. K. (1993). The Wisdom of Teams: Creating the High Performance Organization. Boston, MA: Harvard Business School Press. | |
dc.relation.isbasedon | Kilduff, M., Angelmar, R., & Mehra, A. (2000). Top Management Team Diversity and Firm Performance: Examining the Role of Cognitions. Organization Science, 11(1), 21–34. https://doi.org/10.1287/orsc.11.1.21.12569 | |
dc.relation.isbasedon | Mahmudah, U., & Lola, M. S. (2018). Robust Approach for Efficiency Measurement of Employee Performance under Profit Sharing System. Economic Journal of Emerging Markets, 10(1), 1–7. https://doi.org/10.20885/ejem.vol10.iss1.art1 | |
dc.relation.isbasedon | Najar, A. V., Pooya, A., Zoeram, A. A., & Emrouznejad, A. (2018). Assessing the Relative Performance of Nurses Using Data Envelopment Analysis Matrix (DEAM). Journal of Medical Systems, 42(7), 125. https://doi.org/10.1007/s10916-018-0974-x | |
dc.relation.isbasedon | Osman, I. H., Berbary, L. N., Sidani, Y., Al-Ayoubi, B., & Emrouznejad, A. (2011). Data Envelopment Analysis Model for the Appraisal and Relative Performance Evaluation of Nurses at an Intensive Care Unit. Journal of Medical Systems, 35(5), 1039–1062. https://doi.org/10.1007/s10916-010-9570-4 | |
dc.relation.isbasedon | Ozbek, M. E., Garza, J. M., & Triantis, K. (2009). Data Envelopment Analysis as a Decision-Making Tool for Transportation Professionals. Journal of Transportation engineering, 135(11), 822–831. https://doi.org/10.1061/(ASCE)TE.1943-5436.0000069 | |
dc.relation.isbasedon | Robinson, G., & Morley, C. (2006). Call Centre Management: Responsibilities and Performance. International Journal of Service Industry Management, 17(3), 284–300. https://doi.org/10.1108/09564230610667122 | |
dc.relation.isbasedon | Shirouyehzad, H., Lotfi, F. H., Aryanezhad, M. B., & Dabestani, R. (2012). A Data Envelopment Analysis Approach for Measuring the Efficiency of Employees: A case study. South African Journal of Industrial Engineering, 23(1), 191–201. https://doi.org/10.7166/23-1-230 | |
dc.relation.isbasedon | So, S. H. (2007). An Empirical Analysis on the Operational Efficiency of CRM Call Centers in Korea. International Journal of Computer Science and Network Security, 7(12), 171–178. | |
dc.relation.isbasedon | Tao, G. (2012). Multi-Department Employee Performance Evaluation Based on DEA Cross Efficiency. Journal of Emerging Trends in Economics and Management Sciences, 3(5), 553–558. | |
dc.relation.isbasedon | Tone, K. (2001). A Slacks-Based Measure of Efficiency in Data Envelopment Analysis. European Journal of Operational Research, 130(3), 498–509. https://doi.org/10.1016/S0377-2217(99)00407-5 | |
dc.relation.isbasedon | Zbranek, P. (2013). Data Envelopment Analysis as a Toll for Evaluation of Employees’ Performance. Acta Oeconomica et Informatica, 16(1), 12–21. https://doi.org/10.15414/raae.2013.16.01.12-21. | |
dc.relation.ispartof | Ekonomie a Management | cs |
dc.relation.ispartof | Economics and Management | en |
dc.relation.isrefereed | true | |
dc.rights | CC BY-NC | |
dc.subject | Performance appraisal | en |
dc.subject | data envelopment analysis | en |
dc.subject | call centre agents | en |
dc.subject.classification | M54 | |
dc.subject.classification | C60 | |
dc.title | DEA Approach for Performance Assessment of Call Centre Agents | en |
dc.type | Article | en |
local.access | open | |
local.citation.epage | 190 | |
local.citation.spage | 173 | |
local.faculty | Faculty of Economics | |
local.filename | EM_3_2020_11 | |
local.fulltext | yes | |
local.relation.abbreviation | E+M | cs |
local.relation.abbreviation | E&M | en |
local.relation.issue | 23 | |
local.relation.volume | 3 |
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