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Dynamic Interaction Among Cash Conversion Cycle Components and Their Antecedents in Simultaneous Equations Modeling

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  • Shaikh, Amna Asim
  • Siddiqui, Danish Ahmed

Abstract

The Cash Conversion Cycle (CCC) is a concept that businesses often use to demonstrate how successful they convert investments in inventory and resources into cash, and therefore, how effective the actual cash flow management is. While previous research has been conducted on individual components of the CCC, there are gaps in knowledge to prevent businesses from enhancing their working capital management. The aim of this study is to determine the interrelationship of the CCC components. The sample includes 126 non-financial Pakistani firms listed at the Pakistan Stock Exchange from 2010 to 2023. Then we analyze endogenous variables, included in the research, such as Days Inventory Outstanding (DIO), Days Receivables Outstanding (DRO), Days Payables Outstanding (DPO), and exogenous variables such as capital intensity, gross profit margin, sales surprise, firm size, and old assets. All three CCC components were simultaneously determined, using the Error Correction Three Stage Least Squares (EC3SLS) technique for panel data analysis. Variables such as Gross profit margin and capital intensity as well as the components of the cash conversion cycle are crucial in describing variations in inventory. In general, this study demonstrates the impact of various working capital components on business efficiency and confirms the impact of financial variables on the operations of the organization.

Suggested Citation

  • Shaikh, Amna Asim & Siddiqui, Danish Ahmed, 2026. "Dynamic Interaction Among Cash Conversion Cycle Components and Their Antecedents in Simultaneous Equations Modeling," EconStor Preprints 341081, ZBW - Leibniz Information Centre for Economics.
    • Handle: RePEc:zbw:esprep:341081
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    References listed on IDEAS

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    1. Kolias, Georgios D. & Dimelis, Sophia P. & Filios, Vasilios P., 2011. "An empirical analysis of inventory turnover behaviour in Greek retail sector: 2000-2005," International Journal of Production Economics, Elsevier, vol. 133(1), pages 143-153, September.
    2. Sampath Rajagopalan, 2013. "Impact of Variety and Distribution System Characteristics on Inventory Levels at U.S. Retailers," Manufacturing & Service Operations Management, INFORMS, vol. 15(2), pages 191-204, May.
    3. Steven M. Fazzari & Bruce C. Petersen, 1993. "Working Capital and Fixed Investment: New Evidence on Financing Constraints," RAND Journal of Economics, The RAND Corporation, vol. 24(3), pages 328-342, Autumn.
    4. Hiroki Sano & Kazuo Yamada, 2021. "Prediction accuracy of sales surprise for inventory turnover," International Journal of Production Research, Taylor & Francis Journals, vol. 59(17), pages 5337-5351, September.
    5. Christopher J. Chen & Nitish Jain & S. Alex Yang, 2023. "The Impact of Trade Credit Provision on Retail Inventory: An Empirical Investigation Using Synthetic Controls," Management Science, INFORMS, vol. 69(8), pages 4591-4608, August.
    6. Badi H. Baltagi, 2026. "Simultaneous Equations with Error Components," Springer Texts in Business and Economics, in: A Companion to Econometric Analysis of Panel Data, edition 0, chapter 7, pages 177-234, Springer.
    7. Cornwell, Christopher & Schmidt, Peter & Wyhowski, Donald, 1992. "Simultaneous equations and panel data," Journal of Econometrics, Elsevier, vol. 51(1-2), pages 151-181.
    8. Aktas, Nihat & Croci, Ettore & Petmezas, Dimitris, 2015. "Is working capital management value-enhancing? Evidence from firm performance and investments," Journal of Corporate Finance, Elsevier, vol. 30(C), pages 98-113.
    9. Jørgen Breivik, 2019. "Retail chain affiliation and time trend effects on inventory turnover in Norwegian SMEs," Cogent Business & Management, Taylor & Francis Journals, vol. 6(1), pages 1604932-160, January.
    10. David J. Teece & Gary Pisano & Amy Shuen, 1997. "Dynamic capabilities and strategic management," Strategic Management Journal, Wiley Blackwell, vol. 18(7), pages 509-533, August.
    11. Muhammad Yousaf & Bruce Dehning, 2023. "The effects of sales surprise on inventory turnover: An empirical study," Cogent Economics & Finance, Taylor & Francis Journals, vol. 11(2), pages 2258696-225, October.
    12. Robert Kieschnick & Mark Laplante & Rabih Moussawi, 2013. "Working Capital Management and Shareholders' Wealth," Review of Finance, European Finance Association, vol. 17(5), pages 1827-1852.
    13. Kathleen M. Eisenhardt & Jeffrey A. Martin, 2000. "Dynamic capabilities: what are they?," Strategic Management Journal, Wiley Blackwell, vol. 21(10‐11), pages 1105-1121, October.
    14. Prucha, Ingmar R, 1985. "Maximum Likelihood and Instrumental Variable Estimation in Simultaneous Equation Systems with Error Components," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 26(2), pages 491-506, June.
    15. Georgios Kolias & Nikolaos Arnis & Kostas Karamanis, 2020. "The Simultaneous Determination of Cash Conversion Cycle Components," Accounting and Management Information Systems, Faculty of Accounting and Management Information Systems, The Bucharest University of Economic Studies, vol. 19(2), pages 311-332, June.
    16. Gérard P. Cachon & Marshall Fisher, 2000. "Supply Chain Inventory Management and the Value of Shared Information," Management Science, INFORMS, vol. 46(8), pages 1032-1048, August.
    17. Matthew D. Hill & G. Wayne Kelly & Michael J. Highfield, 2010. "Net Operating Working Capital Behavior: A First Look," Financial Management, Financial Management Association International, vol. 39(2), pages 783-805, June.
    18. Dbouk, Wassim & Moussawi-Haidar, Lama & Jaber, Mohamad Y., 2020. "The effect of economic uncertainty on inventory and working capital for manufacturing firms," International Journal of Production Economics, Elsevier, vol. 230(C).
    19. Wang, Baolian, 2019. "The cash conversion cycle spread," Journal of Financial Economics, Elsevier, vol. 133(2), pages 472-497.
    20. Tangsucheeva, Rattachut & Prabhu, Vittaldas, 2013. "Modeling and analysis of cash-flow bullwhip in supply chain," International Journal of Production Economics, Elsevier, vol. 145(1), pages 431-447.
    21. Brandenburg, Marcus, 2016. "Supply chain efficiency, value creation and the economic crisis – An empirical assessment of the European automotive industry 2002–2010," International Journal of Production Economics, Elsevier, vol. 171(P3), pages 321-335.
    22. Gentry, James A & De La Garza, Jesus M, 1990. "Monitoring Accounts Payables," The Financial Review, Eastern Finance Association, vol. 25(4), pages 559-576, November.
    23. Ferrando, Annalisa & Mulier, Klaas, 2013. "Do firms use the trade credit channel to manage growth?," Journal of Banking & Finance, Elsevier, vol. 37(8), pages 3035-3046.
    24. Doğan, Mesut & Kevser, Mustafa, 2020. "The Determinants of Cash Conversion Cycle and Firm Performance: An Empirical Research for Borsa Istanbul Turkey," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 5(2), pages 197-206.
    25. Kroes, James R. & Manikas, Andrew S. & Gattiker, Thomas F., 2018. "Operational leanness and retail firm performance since 1980," International Journal of Production Economics, Elsevier, vol. 197(C), pages 262-274.
    26. Marc Deloof, 2003. "Does Working Capital Management Affect Profitability of Belgian Firms?," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 30(3‐4), pages 573-588, April.
    27. Marc Deloof, 2003. "Does Working Capital Management Affect Profitability of Belgian Firms?," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 30(3-4), pages 573-588.
    28. Zeidan, Rodrigo & Shapir, Offer Moshe, 2017. "Cash conversion cycle and value-enhancing operations: Theory and evidence for a free lunch," Journal of Corporate Finance, Elsevier, vol. 45(C), pages 203-219.
    29. Umar Nawaz Kayani & Tracy-Anne De Silva & Christopher Gan, 2019. "A systematic literature review on working capital management – an identification of new avenues," Qualitative Research in Financial Markets, Emerald Group Publishing Limited, vol. 11(3), pages 352-366, July.
    30. Grobéty, Mathieu, 2018. "Government debt and growth: The role of liquidity," Journal of International Money and Finance, Elsevier, vol. 83(C), pages 1-22.
    31. Daniel Seifert & Ralf W. Seifert & Olov H.D. Isaksson, 2017. "A test of inventory models with permissible delay in payment," International Journal of Production Research, Taylor & Francis Journals, vol. 55(4), pages 1117-1128, February.
    32. Vishal Gaur & Marshall L. Fisher & Ananth Raman, 2005. "An Econometric Analysis of Inventory Turnover Performance in Retail Services," Management Science, INFORMS, vol. 51(2), pages 181-194, February.
    33. Banerjee, Pradip & Dutta, Shantanu & Zhu, Pengcheng, 2021. "Multidimensionality of text based financial constraints and working capital management," International Review of Financial Analysis, Elsevier, vol. 77(C).
    34. Sergey Rumyantsev & Serguei Netessine, 2007. "What Can Be Learned from Classical Inventory Models? A Cross-Industry Exploratory Investigation," Manufacturing & Service Operations Management, INFORMS, vol. 9(4), pages 409-429, April.
    35. Wenhao Song & Xifang Ma & Hongyan Yu, 2019. "Entrepreneurial Orientation, Interaction Orientation, and Innovation Performance: A Model of Moderated Mediation," SAGE Open, , vol. 9(4), pages 21582440198, October.
    36. Mesut DOGAN & Mustafa KEVSER, 2020. "The Determinants of Cash Conversion Cycle and Firm Performance: An Empirical Research for Borsa Istanbul Turkey," Management and Economics Review, Faculty of Management, Academy of Economic Studies, Bucharest, Romania, vol. 5(2), pages 197-206, December.
    37. Goodell, John W. & Goyal, Abhinav & Urquhart, Andrew, 2021. "Uncertainty of uncertainty and firm cash holdings," Journal of Financial Stability, Elsevier, vol. 56(C).
    38. Manikas, Andrew S. & Patel, Pankaj C., 2016. "Managing sales surprise: The role of operational slack and volume flexibility," International Journal of Production Economics, Elsevier, vol. 179(C), pages 101-116.
    39. Pirttilä, M. & Virolainen, V.M. & Lind, L. & Kärri, T., 2020. "Working capital management in the Russian automotive industry supply chain," International Journal of Production Economics, Elsevier, vol. 221(C).
    40. Jeffrey M Wooldridge, 2010. "Econometric Analysis of Cross Section and Panel Data," MIT Press Books, The MIT Press, edition 2, volume 1, number 0262232588, December.
    41. Srinivasa Raghavan, N.R. & Mishra, Vinit Kumar, 2011. "Short-term financing in a cash-constrained supply chain," International Journal of Production Economics, Elsevier, vol. 134(2), pages 407-412, December.
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