The role of Key Performance Indicators as a performance management tool in implementing corporate strategies: A critical review of the literature

Autori/Curatori: Ivo Hristov, Antonio Chirico, Riccardo Camilli
Anno di pubblicazione: 2022 Fascicolo: 1 Lingua: Italiano
Numero pagine: 35 P. 117-151 Dimensione file: 211 KB
DOI: 10.3280/FR2022-001004
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FrancoAngeli è membro della Publishers International Linking Association, Inc (PILA)associazione indipendente e non profit per facilitare (attraverso i servizi tecnologici implementati da l’accesso degli studiosi ai contenuti digitali nelle pubblicazioni professionali e scientifiche

Over recent decades, organizations have moved into highly competitive markets that force companies to implement Performance Management Systems (PMSs) to keep monitoring strategy alignment and activities. In this context, this paper provides a Systematic Literature Review (SLR) on the use of Key Performance Indicators (KPIs) in PMSs. Relevant and useful papers have been selected for the analysis and the final 60-paper sample has been studied by means of con-tent analysis and descriptive statistics. The relevant findings have been reported across categories (i.e. value drivers, practices and measures, contextual drivers, and critical issues), such as increasing the use of KPIs supporting sustainable de-velopments and a dichotomy between qualitative and quantitative indicators. In particular, authors revealed the need for a KPI strategical formulation and for a cultural factor aimed at ensuring the effective integration of quantitative, qualita-tive and sustainable development indicators. Therefore, a conceptual model was developed in order to guide managers through the criticalities and the recently reported requirements. This review addresses the KPIs’ implementation from both a systemic and critical point of view; these aspects made our study really useful for practitioners of all application sectors.

  1. Adams C.A. and Frost G.R. (2008). Integrating sustainability reporting into management practices, Accounting Forum, 32(4), pp. 288-302,
  2. Aguinis H. (2009), An expanded view of performance management, Performance management: Putting research into practice, pp. 1-43.
  3. Akkermans H., Van Oppen W., Wynstra F. and Voss C. (2019), Contracting outsourced services with collaborative key performance indicators, Journal of Operations Management, 65(1), pp. 22-47,
  4. Asiaei K. and Bontis N. (2019), Translating knowledge management into performance, Management Research Review, 43(1), pp. 113-132,
  5. Askham C., Gade A. L. and Hanssen O. J. (2012), Combining REACH, environmental and economic performance indicators for strategic sustainable product development, Journal of Cleaner Production, 35, pp. 71-78,
  6. Azzone G., Noci G., Manzini R., Welford R. and Young C. W. (1996), Defining environmental performance indicators: an integrated framework, Business Strategy and the Environment, 5(2), pp. 69-80.
  7. Bai C. and Sarkis J. (2014), Determining and applying sustainable supplier key performance indicators, Supply Chain Management, 19(3), pp. 275-291, DOI: 10.1108/SCM-12-2013-0441
  8. Baldo F., Rabelo R. J. and Vallejos R. V. (2009), A framework for selecting performance indicators for virtual organisation partners’ search and selection, International Journal of Production Research, 47(17), pp. 4737-4755, DOI: 10.1080/00207540902847314
  9. Bititci U., Cocca P. and Ates A. (2016), Impact of visual performance management systems on the performance management practices of organisations, International Journal of Production Research, 54(6), pp. 1571-1593, DOI: 10.1080/00207543.2015.1005770
  10. Bryde D. J. (2005), Methods for managing different perspectives of project success, British Journal of Management, 16(2), pp. 119-131,
  11. Cai J., Liu X., Xiao Z. and Liu J. (2009), Improving supply chain performance management: A systematic approach to analyzing iterative KPI accomplishment, Decision Support Systems, 46(2), pp. 512-521,
  12. Camarinha-Matos L. M. and Abreu A. (2007), Performance indicators for collaborative networks based on collaboration benefits, Production Planning and Control, 18(7), pp. 592-609, DOI: 10.1080/09537280701546880
  13. Campedelli G. M. (2020), Where are we? Using Scopus to map the literature at the intersection between artificial intelligence and research on crime, Journal of Computational Social Science,
  14. Caniato F., Luzzini D. and Ronchi S. (2014), Purchasing performance management systems: An empirical investigation, Production Planning and Control, 25(7), pp. 616-635, DOI: 10.1080/09537287.2012.743686
  15. Cao Y., Zhao K., Yang J. and Xiong W. (2015), Constructing the integrated strategic performance indicator system for manufacturing companies, International Journal of Production Research, 53(13), pp. 4102-4116,
  16. Chae B. (2009), Developing key performance indicators for supply chain: An industry perspective, Supply Chain Management, 14(6), pp. 422-428, DOI: 10.1108/13598540910995192
  17. Chandra D. and Kumar D. (2021), Evaluating the effect of key performance indicators of vaccine supply chain on sustainable development of mission indradhanush: A structural equation modeling approach, Omega (United Kingdom), 101,
  18. Chapman C.S. (1997), Reflections on a contingent view of accounting, Accounting, Organizations and Society, 22(2), pp. 189-205.
  19. Cheng W., Appolloni A., D’Amato A. and Zhu Q. (2018), Green Public Procurement, missing concepts and future trends–A critical review, Journal of Cleaner Production, 176, pp. 770-784.
  20. Chenhall R. H. (2003), Management control systems design within its organizational context: findings from contingency-based research and directions for the future, Accounting, Organizations and Society, 28(2-3), pp. 127-168.
  21. Cole B. and Cooper C. (2005), Making the trains run on time: The tyranny of performance indicators, Production Planning and Control, 16(2), pp. 199-207, DOI: 10.1080/09537280512331333093
  22. Cooper D. J. and Ezzamel M. (2013), Globalization discourses and performance measurement systems in a multinational firm, Accounting, Organizations and Society, 38(4), pp. 288-313,
  23. Coram P. J., Mock T. J. and Monroe G. S. (2011), Financial analysts’ evaluation of enhanced disclosure of non-financial performance indicators, The British Accounting Review, 43(2), pp. 87-101.
  24. Covaleski M. A., Evans III J. H., Luft J. L. and Shields M. D. (2003), Budgeting research: three theoretical perspectives and criteria for selective integration, Journal of Management accounting Research, 15(1), pp. 3-49.
  25. Currie W. L., Joyce P., and Winch G. (2007), Evaluating application service provisioning using system dynamics methodology, British Journal of Management, 18(2), pp. 172-191,
  26. Dainelli F., Bini L. and Giunta F. (2013), Signaling strategies in annual reports: Evidence from the disclosure of performance indicators, Advances in Accounting, 29(2), pp. 267-277.
  27. Dent J. F. (1990), Strategy, organization and control: some possibilities for accounting research, Accounting, Organizations and Society, 15(1-2), pp. 3-25.
  28. Ferreira A. and Otley D. (2009), The design and use of performance management systems: An extended framework for analysis, Management Accounting Research, 20(4), pp. 263-282.
  29. Fink A. (2019), Conducting research literature reviews: From the internet to paper. (Sage Publications).
  30. Franceschini F., Galetto M. and Turina E. (2014), Impact of performance indicators on organisations: A proposal for an evaluation model, Production Planning and Control, 25(9), pp. 783-799, DOI: 10.1080/09537287.2012.756128
  31. Franco‐Santos M. and Otley D. (2018), Reviewing and theorizing the unintended consequences of performance management systems, International Journal of Management Reviews, 20(3), pp. 696-730.
  32. García-Granero E.M., Piedra-Muñoz L. and Galdeano-Gómez E. (2018), Eco-innovation measurement: A review of firm performance indicators, Journal of Cleaner Production, 191, pp. 304-317,
  33. Gelders L., Mannaerts P. and Maes J. (1994), Manufacturing strategy, performance indicators and improvement programmes, International Journal of Production Research, 32(4), pp. 797-805, DOI: 10.1080/00207549408956971
  34. Graça P. and Camarinha-Matos L. M. (2017), Performance indicators for collaborative business ecosystems – literature review and trends, Technological Forecasting and Social Change, 116, pp. 237-255,
  35. Grigoroudis E., Orfanoudaki E. and Zopounidis C. (2012), Strategic performance measurement in a healthcare organisation: A multiple criteria approach based on balanced scorecard, Omega, 40(1), pp. 104-119,
  36. Harwood T.G. and Garry T. (2003), An overview of content analysis, The Marketing Review, 3(4), pp. 479-498.
  37. Henri J.-F. (2010), The periodic review of performance indicators: An empirical investigation of the dynamism of performance measurement systems, European Accounting Review, 19(1), pp. 73-96, DOI: 10.1080/09638180902863795
  38. Hermann B.G., Kroeze C. and Jawjit W. (2007), Assessing environmental performance by combining life cycle assessment, multi-criteria analysis and environmental performance indicators, Journal of Cleaner Production, 15(18), pp. 1787-1796,
  39. Hofmann E. and Locker A. (2009), Value-based performance measurement in supply chains: A case study from the packaging industry, Production Planning and Control, 20(1), pp. 68-81, DOI: 10.1080/09537280802685272
  40. Hristov I. and Chirico A. (2020), A critical approach to BSC studies: State of art, critical issues and future trends, Financial Reporting, (1), pp. 47-81,
  41. Hristov I., Appolloni A., Chirico A. and Cheng W. (2021), The role of the environmental dimension in the Performance Management System: A systematic review and conceptual framework, Journal of Cleaner Production, 126075.
  42. Huang Y.-C., Wong Y.-J. and Yang M.-L. (2014), Proactive environmental management and performance by a controlling family, Management Research Review, 37(3), pp. 210-240,
  43. Jahangirian M., Taylor S.J., Young T. and Robinson S. (2017), Key performance indicators for successful simulation projects, Journal of the Operational Research Society, 68(7), pp. 747-765.
  44. Kaplan R.S. and Norton D.P. (1996), Using the balanced scorecard as a strategic management system.
  45. Karavanas A., Chaloulakou A. and Spyrellis N. (2009), Evaluation of the implementation of best available techniques in IPPC context: An environmental performance indicators approach, Journal of Cleaner Production, 17(4), pp. 480-486,
  46. Kim H.-S. and Kim Y.-G. (2009), A CRM performance measurement framework: Its development process and application, Industrial Marketing Management, 38(4), pp. 477-489,
  47. Kravchenko M., Pigosso D.C. and McAloone T.C. (2019), Towards the ex-ante sustainability screening of circular economy initiatives in manufacturing companies: Consolidation of leading sustainability-related performance indicators, Journal of Cleaner Production, 241,
  48. Länsiluoto A., Järvenpää M. and Krumwiede K. (2013), Conflicting interests but filtered key targets: Stakeholder and resource-dependency analyses at a university of applied sciences, Management Accounting Research, 24(3), pp. 228-245,
  49. Li F. (2010), Textual analysis of corporate disclosures: A survey of the literature, Journal of Accounting Literature, 29, pp. 143-165.
  50. Li Y., Gu Y.. and Liu C. (2018), Prioritising performance indicators for sustainable construction and development of university campuses using an integrated assessment approach, Journal of Cleaner Production, 202, pp. 959-968,
  51. Lo-Iacono-Ferreira V.G., Capuz-Rizo S.F. and Torregrosa-López J.I. (2018), Key performance indicators to optimize the environmental performance of higher education institutions with environmental management system – A case study of Universitat Politècnica de València, Journal of Cleaner Production, 178, pp. 846-865,
  52. Loughran T. and McDonald B. (2016), Textual Analysis in Accounting and Finance: A Survey, Journal of Accounting Research, 54(4), pp. 1187-1230.
  53. Lowe A. and Jones A. (2004), Emergent strategy and the measurement of performance: The formulation of performance indicators at the microlevel, Organization Studies, 25(8), pp. 1313-1337, DOI: 10.1177/0170840604046344
  54. Malmi T. and Brown D.A. (2008), Management control systems as a package – Opportunities, challenges and research directions, Management Accounting Research, 19(4), pp- 287-300.
  55. May A., Anslow A., Wu Y., Ojiako U., Chipulu M. and Marshall A. (2014), Prioritisation of performance indicators in air cargo demand management: An insight from industry, Supply Chain Management, 19(1), pp. 108-113, DOI: 10.1108/SCM-07-2013-0230
  56. McIntyre K., Smith H., Henham A. and Pretlove J. (1998), Environmental performance indicators for integrated supply chains: The case of Xerox Ltd, Supply Chain Management, 3(3), pp. 149-156, DOI: 10.1108/13598549810230877
  57. Micheli P. and Mura M. (2017), Executing strategy through comprehensive performance measurement systems, International Journal of Operations and Production Management, 37(4), pp. 423-443, DOI: 10.1108/IJOPM-08-2015-0472
  58. Moktadir M.A., Dwivedi A., Rahman A., Chiappetta Jabbour C.J., Paul S.K., Sultana R. and Madaan J. (2020), An investigation of key performance indicators for operational excellence towards sustainability in the leather products industry, Business Strategy and the Environment, 29(8), pp. 3331-3351,
  59. Muchiri P.N., Pintelon L., Martin H. and De Meyer A.-M. (2010), Empirical analysis of maintenance performance measurement in Belgian industries, International Journal of Production Research, 48(20), pp. 5905-5924, DOI: 10.1080/00207540903160766
  60. Muchiri P., Pintelon L., Gelders L. and Martin H. (2011), Development of maintenance function performance measurement framework and indicators, International Journal of Production Economics, 131(1), pp. 295-302,
  61. Osman M., Abokersh M. H., El-Baz O., Sharaf O., Mahmoud N. and El-Morsi M. (2020), Key performance indicators (KPIs): Assessing the process integration of a shell-and-tube latent heat storage unit, Journal of Cleaner Production, 256, 120249.
  62. Parker L.D. (2012). Qualitative management accounting research: Assessing deliverables and relevance. Critical Perspectives on Accounting, 23(1), pp. 54-70.
  63. Perotto E., Canziani R., Marchesi R. and Butelli P. (2008), Environmental performance, indicators and measurement uncertainty in EMS context: A case study, Journal of Cleaner Production, 16(4), pp. 517-530,
  64. Pilouk S. and Koottatep T. (2017), Environmental performance indicators as the key for eco-industrial parks in Thailand, Journal of Cleaner Production, 156, pp. 614-623,
  65. Rajan M.V. and Reichelstein S. (2006), Subjective performance indicators and discretionary bonus pools, Journal of Accounting Research, 44(3), pp. 585-618,
  66. Rincón-Moreno J., Ormazábal M., Álvarez M.J. and Jaca C. (2021), Advancing circular economy performance indicators and their application in Spanish companies, Journal of Cleaner Production, 279,
  67. Rodrigues V.P., Pigosso D.C.A. and McAloone T.C. (2016), Process-related key performance indicators for measuring sustainability performance of ecodesign implementation into product development, Journal of Cleaner Production, 139, pp. 416-428,
  68. Rodrigues V.P., Pigosso D.C.A. and McAloone T.C. (2017), Measuring the implementation of ecodesign management practices: A review and consolidation of process-oriented performance indicators, Journal of Cleaner Production, 156, pp. 293-309,
  69. Rodriguez-Rodriguez R., Alfaro Saiz J.J., Ortiz Bas A., Carot J.M. and Jabaloyes J.M. (2010), Building internal business scenarios based on real data from a performance measurement system, Technological Forecasting and Social Change, 77(1), pp. 50-62,
  70. Røge K.M. and Lennon N.J. (2018), A study on the criteria of internal transparency, efficiency and effectiveness in measuring local government performance, Financial Accountability and Management, 34(4), pp. 392-409,
  71. Scapens R.W. (1990), Researching management accounting practice: the role of case study methods, The British Accounting Review, 22(3), pp. 259-281.
  72. Searcy C., Dixon S. M. and Patrick Neumann W. (2016), The use of work environment performance indicators in corporate social responsibility reporting, Journal of Cleaner Production, 112, pp. 2907-2921,
  73. Seuring S. and Müller M. (2008), From a literature review to a conceptual framework for sustainable supply chain management, Journal of Cleaner Production, 16(15), pp. 1699-1710.
  74. Shahbazi S., Jönsson C., Wiktorsson M., Kurdve M. and Bjelkemyr M. (2018), Material efficiency measurements in manufacturing: Swedish case studies, Journal of Cleaner Production, 181, pp. 17-32,
  75. Sharma V.K., Chandna P. and Bhardwaj A. (2017), Green supply chain management related performance indicators in agro industry: A review, Journal of Cleaner Production, 141, pp. 1194-1208,
  76. Silvi R. and Bartolini M. (2011), The role of performance indicators in management commentary, Financial Reporting, (3), pp. 61-79,
  77. Simberova I., Kocmanova A. and Nemecek P. (2012), Corporate governance performance measurement–Key performance indicators, Economics and Management, 17(4), pp. 1585-1593.
  78. Smith P. (1993), Outcome‐related performance indicators and organizational control in the public sector, British Journal of Management, 4(3), pp. 135-151,
  79. Sprengel D. C. and Busch T. (2011), Stakeholder engagement and environmental strategy – the case of climate change, Business Strategy and the Environment, 20(6), pp. 351-364,
  80. Stricker N., Echsler Minguillon F. and Lanza G. (2017), Selecting key performance indicators for production with a linear programming approach, International Journal of Production Research, 55(19), pp. 5537-5549, DOI: 10.1080/00207543.2017.1287444
  81. Taylor A. and Taylor M. (2014), Factors influencing effective implementation of performance measurement systems in small and medium-sized enterprises and large firms: a perspective from Contingency Theory, International Journal of Production Research, 52(3), pp. 847-866.
  82. Taylor T.P. and Ahmed-Kristensen S. (2018), Global product development projects: Measuring performance and monitoring the risks, Production Planning and Control, 29(15), pp. 1290-1302, DOI: 10.1080/09537287.2018.1520315
  83. Teixeira M.R., Mendes P., Murta E. and Nunes L.M. (2016), Performance indicators matrix as a methodology for energy management in municipal water services, Journal of Cleaner Production, 125, pp. 108-120,
  84. Tolonen A., Shahmarichatghieh M., Harkonen J. and Haapasalo H. (2015), Product portfolio management - targets and key performance indicators for product portfolio renewal over life cycle, International Journal of Production Economics, 170, pp. 468-477,
  85. Tosi Jr H.L. and Slocum Jr J.W. (1984), Contingency theory: Some suggested directions, Journal of Management, 10(1), pp. 9-26.
  86. Tranfield D., Denyer D. and Smart P. (2003), Towards a methodology for developing evidence‐informed management knowledge by means of systematic review, British Journal of Management, 14(3), pp. 207-222.
  87. Vaitoonkiat E. and Charoensukmongkol P. (2020), Stakeholder orientation’s contribution to firm performance, Management Research Review, 43(7), pp. 863-883,
  88. Villalba L. (2020), Material Flow Analysis (MFA) and waste characterizations for formal and informal performance indicators in Tandil, Argentina: Decision-making implications, Journal of Environmental Management, 264, 110453.
  89. Wang M., Vogel D. and Ran W. (2011), Creating a performance-oriented e-learning environment: A design science approach, Information and Management, 48(7), pp. 260-269,
  90. Williamson K., Given L. and Scifleet P. (2013), Qualitative data analysis. In Research methods: Information, systems, and contexts (pp. 417-439). (Tilde University Press).

Ivo Hristov, Antonio Chirico, Riccardo Camilli, The role of Key Performance Indicators as a performance management tool in implementing corporate strategies: A critical review of the literature in "FINANCIAL REPORTING" 1/2022, pp 117-151, DOI: 10.3280/FR2022-001004