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Accounting Analytics for Inventory Integrity and Working Capital Control: Continuous Auditing Approaches for ERP-Enabled Supply Chains

Evans Chingezi Last Chingezi Lucy Ganyani Pascal Gbang Yelduora Munashe Naphtali Mupa

Subject area: Science,Engineering and Technology  ·  Area of research: Accounting & Auditing

DOI: 10.64388/IREV10I1-1719387

Abstract

This study develops an accounting-analytics framework for continuous auditing of inventory integrity and working capital control in ERP-enabled supply chains. The empirical analysis uses the DataCo SMART SUPPLY CHAIN FOR BIG DATA ANALYSIS dataset, a public transaction-level dataset distributed through Mendeley Data and mirrored on Kaggle, containing 180,519 records and 53 variables spanning 2015 to 2018. The paper operationalizes inventory-integrity stress through a set of ERP-visible exception signals: delay variance, severe delay, negative-profit orders, high discounting, workflow-status anomalies and fraud labels. Descriptive analytics, cross-segment heat maps, Pareto concentration analysis and logistic regression are used to identify where risk is concentrated and how a continuous-auditing rule library can be designed. The results show that 54.83% of observations carry late-delivery risk, 18.71% are negative-profit orders, 11.11% involve high discounting and 2.25% are fraud-labelled orders. Positive shipping slippage averages 1.62 days and generates 34.01 million sales-days of working-capital drag, equivalent to 0.92 extra cycle days across the portfolio. Shipping mode, rather than broad market geography, explains most late-delivery variation: relative to First Class, the odds of late-delivery risk are materially lower for Same Day, Second Class and Standard Class channels. Exposure concentration is also non-trivial: a small set of product categories, led by Fishing, Cleats and Camping & Hiking, accounts for a disproportionate share of negative-profit sales exposure. On the basis of these findings, the paper proposes a six-rule continuous-auditing architecture for ERP-enabled supply chains, combining transaction screening, exception scoring, root-cause triage, remediation ownership and working-capital escalation. The contribution of the study lies in translating continuous-auditing theory into a practical control design that links transaction analytics with inventory integrity, margin protection and liquidity discipline.

Keywords

Continuous Auditing, Inventory Integrity, Working Capital Control, ERP Analytics, Supply Chain Accounting, Internal Audit

References

[1] Alles, M.G., Brennan, G., Kogan, A. and Vasarhelyi, M.A. (2006) 'Continuous monitoring of business process controls: A pilot implementation of a continuous auditing system at Siemens', International Journal of Accounting Information Systems, 7(2), pp. 137-161. doi: 10.1016/j.accinf.2005.10.004.

[2] Alles, M.G., Kogan, A. and Vasarhelyi, M.A. (2008) 'Putting continuous auditing theory into practice: Lessons from two pilot implementations', Journal of Information Systems, 22(2), pp. 195-214. doi: 10.2308/jis.2008.22.2.195.

[3] Best, P.J., Rikhardsson, P. and Toleman, M. (2009) 'Continuous fraud detection in enterprise systems through audit trail analysis', Journal of Digital Forensics, Security and Law, 4(1), Article 2. doi: 10.15394/jdfsl.2009.1053.

[4] Bruccoleri, M., Cannella, S. and La Porta, G. (2014) 'Inventory record inaccuracy in supply chains: The role of workers’ behavior', International Journal of Physical Distribution & Logistics Management, 44(10), pp. 796-819. doi: 10.1108/IJPDLM-09-2013-0240.

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[6] Constante, F., Silva, F. and Pereira, A. (2019) DataCo SMART SUPPLY CHAIN FOR BIG DATA ANALYSIS. Mendeley Data, V5. doi: 10.17632/8gx2fvg2k6.5.

[7] Deloof, M. (2003) 'Does working capital management affect profitability of Belgian firms?', Journal of Business Finance & Accounting, 30(3-4), pp. 573-588. doi: 10.1111/1468-5957.00008.

[8] Destro, I.R., Staudt, F.H., Somensi, K. and Taboada, C.M. (2023) 'The impacts of inventory record inaccuracy and cycle counting on distribution center performance', Production, 33, e20220077. doi: 10.1590/0103-6513.20220077.

[9] Huynh, N. and Le, Q.N. (2025) 'From chain to capital: Supply chain risks and working capital management', Economics Letters, 247, 112100. doi: 10.1016/j.econlet.2024.112100.

[10] Kull, T.J., Barratt, M., Sodero, A.C. and Rabinovich, E. (2013) 'Investigating the effects of daily inventory record inaccuracy in multichannel retailing', Journal of Business Logistics, 34(3), pp. 189-208. doi: 10.1111/jbl.12019.

[11] Mupa, M.N., Chiganze, F.R., Mpofu, T.I., Mangeya, R. and Mubvuta, M. (2024) 'The evolving role of management accountants in risk management and internal controls in the energy sector', Iconic Research and Engineering Journals, 8(2), pp. 859-881.

[12] Netshifhefhe, K., Netshifhefhe, M.V., Mupa, M.N. and Murapa, K.A. (2024) 'Integrating internal auditing and legal compliance: A strategic approach to risk management', Iconic Research and Engineering Journals, 8(4), pp. 446-465.

[13] Nhemachena, T.L., Shambare, A.M., Kufandada, D., Chingezi, E., Taanisa, T., Yelduora, P.G., Chawatama, B. and Mupa, M.N. (2026a) 'Integrating tax compliance, internal controls, and standard operating procedures in community-serving and growth-stage organizations: Building a unified operational-control framework', World Journal of Advanced Research and Reviews, 30(1), pp. 2624-2631. doi: 10.30574/wjarr.2026.30.1.1164.

[14] Nhemachena, T.L., Taanisa, T., Yelduora, P.G., Chawatama, B., Kufandada, D., Chingezi, E., Shambare, A.M. and Mupa, M.N. (2026b) 'Data-driven budget control, cash-flow visibility, and receivables optimization for U.S. small businesses: A practical accounting-analytics framework', World Journal of Advanced Research and Reviews, 30(1), pp. 2632-2640. doi: 10.30574/wjarr.2026.30.1.1163.

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[17] The Institute of Internal Auditors (IIA). (2024). Global Internal Audit Standards. Altamonte Springs, FL: The Institute of Internal Auditors.

How to cite this paper

Evans Chingezi, Last Chingezi, Lucy Ganyani, Pascal Gbang Yelduora, Munashe Naphtali Mupa "Accounting Analytics for Inventory Integrity and Working Capital Control: Continuous Auditing Approaches for ERP-Enabled Supply Chains" Iconic Research And Engineering Journals Volume 10 Issue 1 2026 Page 48-58 https://doi.org/10.64388/IREV10I1-1719387
Evans Chingezi, Last Chingezi, Lucy Ganyani, Pascal Gbang Yelduora, Munashe Naphtali Mupa "Accounting Analytics for Inventory Integrity and Working Capital Control: Continuous Auditing Approaches for ERP-Enabled Supply Chains" Iconic Research And Engineering Journals, vol. 10, no. 1, Jul. 2026, doi: https://doi.org/10.64388/IREV10I1-1719387
Evans Chingezi, Last Chingezi, Lucy Ganyani, Pascal Gbang Yelduora, Munashe Naphtali Mupa (2026). Accounting Analytics for Inventory Integrity and Working Capital Control: Continuous Auditing Approaches for ERP-Enabled Supply Chains. Iconic Research And Engineering Journals, 10(1). doi: https://doi.org/10.64388/IREV10I1-1719387
Evans Chingezi, Last Chingezi, Lucy Ganyani, Pascal Gbang Yelduora, Munashe Naphtali Mupa "Accounting Analytics for Inventory Integrity and Working Capital Control: Continuous Auditing Approaches for ERP-Enabled Supply Chains" Iconic Research And Engineering Journals, vol. 10, no. 1, Jul. 2026. Crossref, https://doi.org/10.64388/IREV10I1-1719387
@article{1719387,
      author = {Evans Chingezi, Last Chingezi, Lucy Ganyani, Pascal Gbang Yelduora, Munashe Naphtali Mupa},
      title = {Accounting Analytics for Inventory Integrity and Working Capital Control: Continuous Auditing Approaches for ERP-Enabled Supply Chains},
      journal = {Iconic Research And Engineering Journals},
      year = {2026},
      volume = {10},
      number = {1},
      pages = {48-58},
      issn = {2456-8880},
      url = {https://www.irejournals.com/formatedpaper/1719387.pdf},
      abstract = {This study develops an accounting-analytics framework for continuous auditing of inventory integrity and working capital control in ERP-enabled supply chains. The empirical analysis uses the DataCo SMART SUPPLY CHAIN FOR BIG DATA ANALYSIS dataset, a public transaction-level dataset distributed through Mendeley Data and mirrored on Kaggle, containing 180,519 records and 53 variables spanning 2015 to 2018. The paper operationalizes inventory-integrity stress through a set of ERP-visible exception signals: delay variance, severe delay, negative-profit orders, high discounting, workflow-status anomalies and fraud labels. Descriptive analytics, cross-segment heat maps, Pareto concentration analysis and logistic regression are used to identify where risk is concentrated and how a continuous-auditing rule library can be designed. The results show that 54.83% of observations carry late-delivery risk, 18.71% are negative-profit orders, 11.11% involve high discounting and 2.25% are fraud-labelled orders. Positive shipping slippage averages 1.62 days and generates 34.01 million sales-days of working-capital drag, equivalent to 0.92 extra cycle days across the portfolio. Shipping mode, rather than broad market geography, explains most late-delivery variation: relative to First Class, the odds of late-delivery risk are materially lower for Same Day, Second Class and Standard Class channels. Exposure concentration is also non-trivial: a small set of product categories, led by Fishing, Cleats and Camping & Hiking, accounts for a disproportionate share of negative-profit sales exposure. On the basis of these findings, the paper proposes a six-rule continuous-auditing architecture for ERP-enabled supply chains, combining transaction screening, exception scoring, root-cause triage, remediation ownership and working-capital escalation. The contribution of the study lies in translating continuous-auditing theory into a practical control design that links transaction analytics with inventory integrity, margin protection and liquidity discipline.},
      keywords = {Continuous Auditing, Inventory Integrity, Working Capital Control, ERP Analytics, Supply Chain Accounting, Internal Audit},
      month = {July},
      doi = {https://doi.org/10.64388/IREV10I1-1719387}
  }