Analyzing the Efficiency of Working Capital Management: a New Approach Based on DEA-Malmquist Technology
Open accessThe claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
The DEA methodology is flexible and accurate in analyzing the relationship between multiple outputs and inputs.
“This study uses the DEA methodology for efficiency analysis because of its flexibility and accuracy in analyzing the relationship between multiple outputs and inputs”
From Does the Efficiency of a Firm's Intellectual Capital and Working Capital Management Affect Its Performance? (2024) · cites this paper as Habib & Mourad, 2022
The Introduction and Data and Methodology sections describe DEA as versatile and able to capture relationships between multiple inputs and outputs, supporting the flexibility portion. They call it a powerful benchmarking technique, but do not establish its accuracy in analyzing those relationships; the model-validation discussion does not make that broader claim. Page numbers are unavailable in our copy. (LLM, conf=0.84)
Experimental — accuracy not yet measured
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
Trade Credit: Theories and Evidence
Petersen, M. A., & Rajan, R. G. (1997) · Review of Financial Studies · doi:10.1093/rfs/10.3.661 · Cited by 2,593 · see citing works
Cooper, W. W., Seiford, L. M., & Tone, K. (2007) · doi:10.1007/978-0-387-45283-8 · Cited by 2,061 · see citing works
Covid-19 — Navigating the Uncharted
Fauci, A. S., Lane, H. C., & Redfield, R. (2020) · New England Journal of Medicine · doi:10.1056/nejme2002387 · Cited by 1,983 · see citing works
Does Working Capital Management Affect Profitability of Belgian Firms?
Deloof, M. (2003) · Journal of Business Finance & Accounting · doi:10.1111/1468-5957.00008 · Cited by 1,849 · see citing works
Working capital management, corporate performance, and financial constraints
Baños‐Caballero, S., García‐Teruel, P. J., & Solano, P. M. (2013) · Journal of Business Research · doi:10.1016/j.jbusres.2013.01.016 · Cited by 661 · see citing works
A Cash Conversion Cycle Approach to Liquidity Analysis
Richards, V. D., & Laughlin, E. J. (1980) · Financial Management · doi:10.2307/3665310 · Cited by 628 · see citing works
Is working capital management value-enhancing? Evidence from firm performance and investments
Aktas, N., Croci, E., & Petmezas, D. (2015) · Journal of Corporate Finance · doi:10.1016/j.jcorpfin.2014.12.008 · Cited by 534 · see citing works
Enqvist, J., Graham, M., & Nikkinen, J. (2014) · Research in International Business and Finance · doi:10.1016/j.ribaf.2014.03.005 · Cited by 483 · see citing works
Negative data in DEA: a directional distance approach applied to bank branches
Portela, M. C. A. S., Thanassoulis, E., & Simpson, G. (2004) · Journal of the Operational Research Society · doi:10.1057/palgrave.jors.2601768 · Cited by 440 · see citing works
Working Capital Management and Shareholders’ Wealth
Kieschnick, R., Laplante, M., & Moussawi, R. (2013) · Review of Finance · doi:10.1093/rof/rfs043 · Cited by 330 · see citing works
Ukaegbu, B. (2013) · Research in International Business and Finance · doi:10.1016/j.ribaf.2013.11.005 · Cited by 236 · see citing works
Working capital management: Financial and valuation impacts
Boisjoly, R. P., Conine, T. E., & McDonald, M. B. (2019) · Journal of Business Research · doi:10.1016/j.jbusres.2019.09.025 · Cited by 234 · see citing works
Shahwan, T. M., & Habib, A. M. (2020) · Journal of Intellectual Capital · doi:10.1108/jic-06-2019-0143 · Cited by 174 · see citing works
Self-citationGill, A. S., & Biger, N. (2013) · Managerial Finance · doi:10.1108/03074351311293981 · Cited by 166 · see citing works
Parkin, D. W., & Hollingsworth, B. P. (1997) · Applied Economics · doi:10.1080/000368497326255 · Cited by 159 · see citing works
Health Care Benchmarking and Performance Evaluation
Özcan, Y. A. (2014) · International series in management science/operations research/International series in operations research & management science · doi:10.1007/978-1-4899-7472-3 · Cited by 146 · see citing works
Effects of the COVID-19 Global Crisis on the Working Capital Management Policy: Evidence from Poland
Zimon, G., & Tarighi, H. (2021) · Journal of risk and financial management · doi:10.3390/jrfm14040169 · Cited by 142 · see citing works
Cash conversion cycle and corporate performance: Global evidence
Chang, C.-C. (2018) · International Review of Economics & Finance · doi:10.1016/j.iref.2017.12.014 · Cited by 121 · see citing works
de Almeida, J. R., & Eid, W. (2013) · Journal of Business Research · doi:10.1016/j.jbusres.2013.07.012 · Cited by 120 · see citing works
Wang, Z., Akbar, M., & Akbar, A. (2020) · Sustainability · doi:10.3390/su12041661 · Cited by 118 · see citing works
Variables With Negative Values In Dea
Pastor, J. T., & Ruiz, J. L. (2007) · Modeling Data Irregularities and Structural Complexities in Data Envelopment Analysis · doi:10.1007/978-0-387-71607-7_4 · Cited by 111 · see citing works
Tran, H., Abbott, M., & Jin Yap, C. (2017) · Journal of Small Business and Enterprise Development · doi:10.1108/jsbed-05-2016-0070 · Cited by 84 · see citing works
Tarkom, A. (2021) · Finance research letters · doi:10.1016/j.frl.2021.102666 · Cited by 82 · see citing works
Impact of working capital management on profitability: evidence from listed companies in Qatar
Aldubhani, M. A. Q., Wang, J., Gong, T., & Maudhah, R. A. (2022) · Journal of Money and Business · doi:10.1108/jmb-08-2021-0032 · Cited by 80 · cited 1× · see citing works
“[55] explored the linkage between WCM policies and profitability of manufacturing firms in Qatar from 2015 to 2019.”
BackgroundFernández‐López, S., Rodeiro‐Pazos, D., & Rey‐Ares, L. (2020) · Agribusiness · doi:10.1002/agr.21666 · Cited by 77 · see citing works
Habib, A. M., & Kayani, U. N. (2022) · Corporate Governance: The International Journal of Business in Society · doi:10.1108/cg-12-2021-0440 · Cited by 77 · cited 3× · see citing works
“To calculate efficiency using DEA, we require a set of inputs and outputs pertinent to the analysis’s primary objective [36, 37, 62].”
MethodSelf-citationMahmood, F., Han, D., Ali, N., Mubeen, R., & Shahzad, U. (2019) · Sustainability · doi:10.3390/su11072029 · Cited by 75 · see citing works
Working capital management, firm performance and macroeconomic factors: Evidence from Iran
Soukhakian, I., & Khodakarami, M. (2019) · Cogent Business & Management · doi:10.1080/23311975.2019.1684227 · Cited by 72 · see citing works
Appraising healthcare systems’ efficiency in facing COVID-19 through data envelopment analysis
Mourad, N., Habib, A. M., & Tharwat, A. (2021) · Decision Science Letters · doi:10.5267/j.dsl.2021.2.007 · Cited by 72 · see citing works
Self-citationAssessing working capital management efficiency of Indian manufacturing exporters
Seth, H., Chadha, S., Ruparel, N., Arora, P. K., & Sharma, S. K. (2020) · Managerial Finance · doi:10.1108/mf-02-2019-0076 · Cited by 63 · see citing works
Seth, H., Chadha, S., Sharma, S. K., & Ruparel, N. (2020) · Benchmarking An International Journal · doi:10.1108/bij-05-2020-0251 · Cited by 63 · see citing works
PROFITABILITY AND WORKING CAPITAL MANAGEMENT: EVIDENCE FROM THE WARSAW STOCK EXCHANGE
Jaworski, J., & Czerwonka, L. (2022) · Journal of Business Economics and Management · doi:10.3846/jbem.2022.15087 · Cited by 59 · see citing works
Habib, A. M., & Shahwan, T. M. (2020) · Benchmarking: An International Journal · doi:10.1108/bij-01-2020-0041 · Cited by 58 · see citing works
Self-citationEmery, G. W., & Cogger, K. O. (1982) · Journal of Accounting Research · doi:10.2307/2490741 · Cited by 54 · see citing works
Working capital management policy in health care: The effect of leverage
Dalcı, İ., & Özyapıcı, H. (2018) · Health Policy · doi:10.1016/j.healthpol.2018.09.012 · Cited by 54 · see citing works
Shahwan, T. M., & Habib, A. M. (2021) · International Journal of Emerging Markets · doi:10.1108/ijoem-05-2020-0518 · Cited by 53 · see citing works
Self-citationFirth, M. A. (1976) · doi:10.1007/978-1-349-15683-2 · Cited by 50 · see citing works
Working Capital and Profitability in Manufacturing Firms in Malaysia: An Empirical Study
Wasiuzzaman, S. (2015) · Global Business Review · doi:10.1177/0972150915581098 · Cited by 44 · see citing works
Mazanec, J. (2022) · Mathematics · doi:10.3390/math10060951 · Cited by 44 · see citing works
Effect of Working Capital on Profitability of Selected Quoted Firms in Nigeria
Akinlo, O. O. (2012) · Global Business Review · doi:10.1177/097215091201300301 · Cited by 43 · see citing works
Net operating working capital and firm value: A cross-country analysis
Baños‐Caballero, S., García‐Teruel, P. J., & Solano, P. M. (2020) · BRQ Business Research Quarterly · doi:10.1177/2340944420941464 · Cited by 43 · see citing works
Lyngstadaas, H. (2020) · Journal of Management Control · doi:10.1007/s00187-020-00306-z · Cited by 40 · see citing works
The Saudi monarchy and economic familism in an era of business environment reforms
Mazaheri, N. (2013) · Business and Politics · doi:10.1515/bap-2012-0039 · Cited by 37 · see citing works
Measurement of cost efficiency in the European banking industry
Tuškan, B., & Stojanović, A. (2016) · Croatian Operational Research Review · doi:10.17535/crorr.2016.0004 · Cited by 36 · see citing works
Altaf, N. (2020) · Global Business Review · doi:10.1177/0972150920961371 · Cited by 35 · see citing works
Benchmarking the efficiency model for working capital management: data envelopment analysis approach
Seth, H., Chadha, S., & Sharma, S. K. (2020) · International Journal of Productivity and Performance Management · doi:10.1108/ijppm-10-2019-0484 · Cited by 34 · see citing works
Data Envelopment Analysis as a Kaizen Tool: SBM Variations Revisited
Tone, K. (2016) · Bulletin of Mathematical Sciences and Applications · doi:10.18052/www.scipress.com/bmsa.16.49 · Cited by 31 · see citing works
Li, X., & Cui, J. (2008) · Journal of Systems Science and Complexity · doi:10.1007/s11424-008-9134-6 · Cited by 29 · see citing works
Buallay, A. M., Abuhommous, A. A., & Kukreja, G. (2020) · Journal of Management Development · doi:10.1108/jmd-05-2019-0210 · Cited by 24 · see citing works
Analysing Efficiency Change in Working Capital Management using Malmquist Productivity Index
Goel, U., & Sharma, A. K. (2015) · Journal of Information and Optimization Sciences · doi:10.1080/02522667.2015.1047586 · Cited by 22 · see citing works
Zimon, G. (2021) · Encyclopedia · doi:10.3390/encyclopedia1030058 · Cited by 22 · see citing works
Jędrzejczak-Gas, J. (2017) · Procedia Engineering · doi:10.1016/j.proeng.2017.03.098 · Cited by 21 · see citing works
Ownership Type, Property Rights, and Relative Efficiency
Ferrier, G. D. (1994) · Springer eBooks · doi:10.1007/978-94-011-0637-5_14 · Cited by 20 · see citing works
A data envelopment analysis approach for measuring the efficiency of Canadian acute care hospitals
Fixler, T., Paradi, J. C., & Yang, X. (2014) · Health Services Management Research · doi:10.1177/0951484815601876 · Cited by 17 · see citing works
Management Strategies of Working Capital in Polish Services Providing Companies
Zimon, G. (2020) · WSEAS TRANSACTIONS ON BUSINESS AND ECONOMICS · doi:10.37394/23207.2020.17.24 · Cited by 12 · see citing works
Measuring efficiency of working capital management: a two-stage data envelopment analysis approach
Goel, U., & Sharma, A. K. (2016) · International Journal of Business Excellence · doi:10.1504/ijbex.2016.079251 · Cited by 11 · see citing works
Working Capital Management and Firm Performance: Some Evidence from Europe
Chamberlain, T. W., & Aucouturier, J. (2021) · International Advances in Economic Research · doi:10.1007/s11294-022-09839-6 · Cited by 6 · see citing works
A Review of the Leading Information Technology Companies' modern Slavery Statements
Jones, P., & Comfort, D. (2021) · Research Repository (University of Gloucestershire) · doi:10.30958/ajbe.x-y-z · Cited by 5 · see citing works
Flagged first, then by citations
Research works printed but not linked: 3
- [4]Smith KV (1979) Guide to working capital management. New York: McGraw-Hill
- [6]Alshubiri F The effect of working capital practices on risk management: evidence from Jordan Global Journal of Business Research 2011 5 1 39 54
- [26]Goel U Sharma AK A DEA based approach to working capital management efficiency Indore Management Journal (IMJ) 2014 6 1 1 23
Cited by
Sorted by citations
Habib, A. M., & Mourad, N. (2023) · Journal of the Knowledge Economy · doi:10.1007/s13132-023-01278-w · Cited by 225 · see citing works
Self-citationHabib, A. M. (2023) · Heliyon · doi:10.1016/j.heliyon.2023.e17847 · Cited by 193 · see citing works
Self-citationHabib, A. M. (2023) · Environment Development and Sustainability · doi:10.1007/s10668-023-03809-6 · Cited by 139 · see citing works
Self-citationHabib, A. M., & Dalwai, T. (2024) · Journal of the knowledge economy · doi:10.1007/s13132-023-01138-7 · Cited by 99 · see citing works
“…or weights of the underlying production function (Cooper et al., 2007; Dalei & Joshi, 2020; Ganji & Rassafi, 2019; Habib, 2022; Habib & Kayani, 2022; Habib & Mourad, 2022; Mourad et al., 2021; Nitkiewicz et al., 2014; Pourhejazy et al., 2022; Shahwan & Habib, 2020, 2021; Tone, 2001, 2016).”
InfluentialSelf-citationHabib, A. M. (2022) · Financial Markets Institutions and Risks · doi:10.21272/fmir.6(3).18-25.2022 · Cited by 97 · see citing works
Self-citationDo competitive strategies affect working capital management efficiency?
Habib, A. M., Yang, G.-L., & Cui, Y. (2024) · Business Process Management Journal · doi:10.1108/bpmj-12-2023-0953 · Cited by 65 · see citing works
Self-citationDoes managerial ability and auditor report readability affect corporate liquidity and cost of debt?
Dalwai, T. A. R., Habib, A. M., Mohammadi, S. S., & Hussainey, K. (2023) · Asian Review of Accounting · doi:10.1108/ara-06-2022-0151 · Cited by 45 · see citing works
Self-citationHabib, A. M., & Kayani, U. N. (2023) · Operations Research Forum · doi:10.1007/s43069-023-00217-4 · Cited by 37 · see citing works
Self-citationAnalyzing the efficiency of intellectual capital: a new approach based on DEA-MPI technology
Habib, A. M., & Mourad, N. (2023) · Benchmarking An International Journal · doi:10.1108/bij-06-2022-0384 · Cited by 36 · see citing works
Self-citationAbbas, J. (2024) · Environment Development and Sustainability · doi:10.1007/s10668-024-05035-0 · Cited by 35 · see citing works
Zhou, J., Peng, R., Chang, Y., Liu, Z., Gao, S., Zhao, C., Li, Y., Feng, Q., & Qin, X. (2023) · Frontiers in Public Health · doi:10.3389/fpubh.2023.1073552 · Cited by 40 · see citing works
Zimon, G., Habib, A. M., & Haluza, D. (2023) · Cogent Business & Management · doi:10.1080/23311975.2023.2292787 · Cited by 36 · see citing works
Self-citationHabib, A. M., & Kayani, U. N. (2024) · SN Business & Economics · doi:10.1007/s43546-023-00619-w · Cited by 33 · see citing works
Self-citationRashmitha, Y., Sushma, M. B., & Roy, S. (2024) · Environment Development and Sustainability · doi:10.1007/s10668-024-05746-4 · Cited by 23 · see citing works
Evaluating the carbon total factor productivity of China: based on Cobb–Douglas production function
Chen, W., & Yao, L. (2024) · Environmental Science and Pollution Research · doi:10.1007/s11356-024-32070-1 · Cited by 20 · see citing works
Tarighi, H., Zimon, G., Sheikh, M. J., & Sayrani, M. (2024) · Risks · doi:10.3390/risks12040072 · Cited by 32 · see citing works
Incorporating causal modeling into data envelopment analysis for performance evaluation
Fukuyama, H., Tsionas, E. G., & Tan, Y. (2023) · Annals of Operations Research · doi:10.1007/s10479-023-05486-0 · Cited by 15 · see citing works
Seth, H., Deepak, D., Ruparel, N., Chadha, S., & Agarwal, S. (2024) · Managerial Finance · doi:10.1108/mf-08-2020-0432 · Cited by 14 · see citing works
Saeed, M., Ahmed, A., Boğan, E., Abul, O., & Qammar, A. (2023) · Environment Development and Sustainability · doi:10.1007/s10668-023-04110-2 · Cited by 14 · see citing works
Seth, H., Tripathi, D. K., Chadha, S., & Tripathi, A. (2024) · Journal of Modelling in Management · doi:10.1108/jm2-07-2024-0210 · Cited by 9 · see citing works
Wang, S., Zheng, Y., & Wang, Q. (2023) · PLoS ONE · doi:10.1371/journal.pone.0287109 · Cited by 8 · see citing works
Chai, K.-C., Zhang, J., Wang, Z., Lu, Y.-J., & Jin, X. (2024) · Environment Development and Sustainability · doi:10.1007/s10668-023-04328-0 · Cited by 8 · see citing works
Goel, A., Sahay, N., & Tyagi, A. (2024) · Corporate and Business Strategy Review · doi:10.22495/cbsrv5i3art10 · Cited by 8 · see citing works
Uncovering the hidden roots: the tapestry of working capital efficiency in Indian MSMEs
Tripathi, D. K., Chadha, S., & Tripathi, A. (2023) · Journal of Global Operations and Strategic Sourcing · doi:10.1108/jgoss-04-2023-0029 · Cited by 9 · see citing works
Analyzing the efficiency of the Indian hotel industry using the Malmquist DEA approach
Tewari, S., & Arya, A. (2023) · Benchmarking An International Journal · doi:10.1108/bij-05-2022-0286 · Cited by 7 · see citing works
Assessing the impact of marketization on energy poverty
Shi, X., Zeng, P., Liu, C., Gao, X., Qiu, T., Jiang, Q., & Fu, L. (2023) · Environment Development and Sustainability · doi:10.1007/s10668-023-04282-x · Cited by 7 · see citing works
Mourad, N., Habib, A. M., & Tharwat, A. (2025) · OPSEARCH · doi:10.1007/s12597-025-00994-y · Cited by 6 · see citing works
Self-citationYang, Y., Zhu, Y., Li, Y., Zheng, Z., & Han, Y. (2023) · Environment Development and Sustainability · doi:10.1007/s10668-023-04203-y · Cited by 6 · see citing works
Corporate underinvestment and its effects on environmental, social, and governance performance
Cao, M., Duan, K., & Ibrahim, H. (2024) · Environment Development and Sustainability · doi:10.1007/s10668-023-04443-y · Cited by 6 · see citing works
Insight into the mechanism of estrone biodegradation by Spirulina CPCC-695
Sami, N., Afzal, B., Rehmanji, M., Naaz, H., Yasin, D., Jutur, P. P., & Fatma, T. (2023) · Environment Development and Sustainability · doi:10.1007/s10668-023-03873-y · Cited by 5 · see citing works
Mehta, M., Singh, S., & Dipika, D. (2025) · Journal of economic and administrative sciences. · doi:10.1108/jeas-09-2024-0379 · Cited by 5 · see citing works
Ahmadabadi, H. Z., Zamzam, F., Emrouznejad, A., Sadrabadi, A. N., & Sharifabadi, A. M. (2023) · Environment Development and Sustainability · doi:10.1007/s10668-023-03593-3 · Cited by 3 · see citing works
Jonwall, R., Gupta, S., & Pahuja, S. (2024) · Asia-Pacific Financial Markets · doi:10.1007/s10690-024-09460-z · Cited by 5 · see citing works
Zimon, G., Habib, A. M., Tarighi, H., Gürsoy, S., & Kawalec, M. (2026) · Risks · doi:10.3390/risks14050119 · Cited by 2 · see citing works
Self-citationMEASURING HOSPITAL EFFICIENCY DURING COVID-19 PANDEMIC IN INDONESIA
Anjani, Y., Qadri, R. A., & Fitrijanti, T. (2024) · JRAK · doi:10.23969/jrak.v16i1.12449 · Cited by 2 · see citing works
Liu, P., Jia, S., & Liu, L. (2025) · Environment Development and Sustainability · doi:10.1007/s10668-025-06164-w · Cited by 2 · see citing works
Bakare, T. O., Aliyu, A. A., Nurudeen, A. O., & Fakunmoju, S. K. (2023) · Journal of Entrepreneurship and Business · doi:10.17687/jeb.v11i2.1063 · Cited by 1 · see citing works
Rehman, W. U., Deği̇rmen, S., Saltık, Ö., Jalil, F., Şengönül, A., & Ocak, M. (2025) · Sustainable Futures · doi:10.1016/j.sftr.2025.100918 · Cited by 1 · see citing works
The efficiency edge: how managerial ability and working capital impact corporate performance
Roy, P., Tyagi, P. K., Singh, P. K., Baig, M. I., Vasudevan, A., & Qian, C. (2026) · Cogent Business & Management · doi:10.1080/23311975.2026.2638507 · Cited by 2 · see citing works
SPICE: a quantitative framework for sustainable spare parts inventory in mega industries
Sharda, S., Kumar, A., & Mishra, S. (2026) · OPSEARCH · doi:10.1007/s12597-026-01170-6 · Cited by 1 · see citing works
Georgescu, I. A., Androniceanu, A.-M., Kinnunen, J., & Åbo Akademi, F. (2023) · Proccedings of the International Management Conference · doi:10.24818/imc/2022/03.04
The Impact of Working Capital Management on Profitability of Egyptian SMEs in Egypt
Abdou*, M. A. *. A. Y. M. R. R. (2023) · Central European Management Journal · doi:10.57030/23364890.cemj.31.1.67
Beyond the Balance Sheet: Dissecting the Impact of WCM on Profitability in India’s Business Arena
Gayen, S., Mahalle, J., Harish, V., & Malik, T. (2023) · CECCAR BUSINESS REVIEW · doi:10.37945/cbr.2023.11.07
THE INFLUENCE OF INTELLECTUAL CAPITAL ON THE COMPANY FINANCIAL PERFORMANCE
Sihombing, D. A., & Sihombing, S. C. (2024) · International Conference of Business and Social Sciences · doi:10.24034/icobuss.v3i1.453
Does working capital management influence firm competitiveness?
Akbar, A., Usman, M., Akbar, M., Zubr, V., Nazir, M., Vasudevan, A., & Qin, P. (2024) · Journal of Infrastructure Policy and Development · doi:10.24294/jipd.v8i8.5482
Aleknevičienė, V., & Gabrilevičienė, G. (2026) · Cogent Economics & Finance · doi:10.1080/23322039.2026.2613765
AN ANALYSIS OF WORKING CAPITAL MANAGEMENT AT THE STATE FORESTS IN TIMES OF CRISIS
Zimon, G. (2025) · International Multidisciplinary Scientific GeoConference SGEM ... · doi:10.5593/sgem2025v/3.2/s11.43
Lin, S.-W., & Lu, W. (2026) · Annals of Operations Research · doi:10.1007/s10479-026-07371-y
Bhatt, K. G., Agrawal, C., Bisen, A. M., & Chavda, M. (2026) · OPSEARCH · doi:10.1007/s12597-026-01250-7
- Authors
- Habib, A. M., & Mourad, N.
- Affiliations
- American University in the Emirates (AE)
- Corresponding author
- Habib, Ahmed Mohamed
- Venue
- Operations Research Forum
- Published
- 2022-07-22
- Volume
- 3
- Issue
- 3
- ISSN
- 2662-2556 (ISSN-L)
- PMC
- PMC9307712
- OpenAlex
- W4286685667
- Cited by
- 49
- References
- 58
- Citations by year
- 2026: 6 · 2025: 5 · 2024: 15 · 2023: 22 · 2022: 1
- FWCI
- 19.49
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Licence
- Locations
- Operations Research Forum (publishedVersion)
- PubMed Central (publishedVersion)
- RePEc: Research Papers in Economics (submittedVersion)
- Topics
- Social Sciences › Business, Management and Accounting › Accounting › Working Capital and Financial Performance
- Social Sciences › Decision Sciences › Management Science and Operations Research › Efficiency Analysis Using DEA
- Social Sciences › Business, Management and Accounting › Management Information Systems › Supply Chain and Inventory Management
- Keywords
- working capital efficiency, Malmquist productivity index, data envelopment analysis, COVID-19 pandemic impact, total factor productivity, scale efficiency, Tobit model, firm performance
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review