Open Access

Human Development and Corruption: Analysing Relationships and Management Opportunities Using the OODA Loop

  
Jun 10, 2025

Cite
Download Cover

Abdelhamid, T.S., Schafer, D., Mrozowski, T., Jayaraman, V., Howell, G., El-Gafy, M.A. (2009). Working through unforseen uncertainites using the OODA loop: an approach for self-managed construction teams. Paper presented at the Proceedings of IGLC17: 17th Annual Conference of the International Group for Lean Construction, 573–582. Retrieved from https://iglcstorage.blob.core.windows.net/papers/attachment-fd6c86ec-7486-469b-aaf6-0ff4a51234c4.pdf. Search in Google Scholar

Abidin, I.S.Z., Haseeb, M., Razak, A.A., Nguyen, T.T., Nguyen, V.C. (2023). Impact of economic freedom, corruption and brain drain on economic development of Malaysia: a time series analysis. International Journal of Trade and Global Markets, 16(1–3), 163–177. DOI: 10.1504/ijtgm.2022.128115. Search in Google Scholar

Abu, N., Abd Karim, M.Z., Aziz, M.I.A. (2015) Corruption, political instability and economic development in the economic community of West African States (ECOWAS): Is there a causal relationship? Contemporary Economics, 9(1), 45–60. DOI: 10.5709/ce.1897-9254.159. Search in Google Scholar

Abu, N., Karim, M.Z.A. (2015). The causal relationships among corruption, political instability, economic development and foreign aid: Evidence from the economic community of west African states. Journal of Applied Economic Sciences, 10(1), 20–33. Retrieved from https://papers.ssrn.com/sol3/papers.cfm?abstract_id=2607385. Search in Google Scholar

Akçay, S. (2006). Corruption and human development. Cato Journal, 26(1), 29–48. Retrieved from https://www.cato.org/sites/cato.org/files/serials/files/cato-journal/2006/1/cj26n1-2.pdf. Search in Google Scholar

Akhter, S.H. (2004). Is globalization what it’s cracked up to be? Economic freedom, corruption, and human development. Journal of World Business, 39(3), 283–295. DOI: 10.1016/j. jwb.2004.04.007. Search in Google Scholar

Akkoyunlu, S., Ramella, D. (2020). Corruption and economic development. Journal of Economic Development, 45(2), 63–94. https://jed.cau.ac.kr/archives/45-2/45-2-3.pdf. Search in Google Scholar

Antoni, Masri, R., Ahmad, A.M.B., Muslim, I., Nasfi, Sabri, Rahmad (2019). The relationship between the level of corruption and economic growth in Indonesia: An investigation using supply chain strategy and bounds test. International Journal of Supply Chain Management, 8(6), 694–704. Retrieved from https://ojs.excelingtech.co.uk/index.php/IJSCM/article/view/4058. Search in Google Scholar

Awad, A., Yussof, I., Ismail, R., Sarmidi, T. (2014). Economic growth and human development – what do time series data say for Sudan? Middle East Development Journal, 6(2), 151–174. DOI: 10.1080/17938120.2014.961329. Search in Google Scholar

Bajada C., Shashnov M. (2019). The effects of economic development and the evolution of social institutions on the level of corruption: comparing the Asia-Pacific with other regional blocs. Asia Pacific Business Review, 25(4), 470–500. DOI: 10.1080/13602381.2019.1589768. Search in Google Scholar

Baron, A., Hodgson, J., Beirne, G., Quinton, A., Bendall, J. (2022). The sonographic OODA loop: proposing a beginner’s model for learning point-of-care ultrasound. Australasian Journal of Paramedicine, 19. DOI: 10.33151/ajp.19.948. Search in Google Scholar

Bazie, P., Thiombiano, N., Maiga, E.W.H. (2023). Fighting corruption in developing countries to meet the challenge of human capital development: Evidence from Sub-Saharan African countries. Journal of the Knowledge Economy. DOI: 10.1007/s13132-023-01330-9. Search in Google Scholar

Bhatt, A., Ganatra, A. (2022). Explosive weapons and ARms detection with Singular classification (WARDIC) on novel weapon dataset using deep learning: enhanced OODA (observe, orient, decide, and act) loop. Engineered Science, 20. DOI: 10.30919/es8e718. Search in Google Scholar

Bodström, T., Hämäläinen, T. (2018). A novel method for detecting APT attacks by using OODA loop and Black Swan Theory. In: X. Chen, A. Sen, W. Li, M. Thai (eds.) Computational Data and Social Networks. CSoNet 2018. Lecture Notes in Computer Science, 11280. DOI: 10.1007/978-3-030-04648-4_42. Search in Google Scholar

Borja, K. (2020). Remittances, corruption, and human development in Latin America. Studies in Comparative International Development, 55(3), 305–327. DOI: 10.1007/s12116-02009299-1. Search in Google Scholar

Boyd, J.R. (2018). A discourse on winning and losing (G.T. Hammond, ed.). Retrieved from https://www.coljohnboyd.com/static/documents/2018-03__Boyd_John_R__edited_Hammond_Grant_TA_Discourse_on_Winning_and_Losing.pdf. Search in Google Scholar

Bryant, D.J. (2006). Rethinking OODA: toward a modern cognitive framework of command decision making. Military Psychology, 18(3), 183–206. DOI: 10.1207/s15327876mp1803_1. Search in Google Scholar

Carroll, J. (2019). Leveraging the OODA loop with digital analytics to counter disinformation. Paper presented at the European Conference on Information Warfare and Security, ECCWS, 2019-July, 106–113. Retrieved from https://www.proquest.com/openview/0a78c42e27ef89dab1bd4969bd6d0974/1?pq-origsite=gscholar&cbl=396497. Search in Google Scholar

Castro, C., Pinho, C. (2021). Corruption, economic growth and sustainable development – a conditional quantile analysis. International Journal of Sustainable Development, 24(3–4), 220–244. DOI: 10.1504/ijsd.2021.122714. Search in Google Scholar

Chikalipah, S., Makina, D. (2019). Economic growth and human development: evidence from Zambia. Sustainable Development, 27(6), 1023–1033. DOI: 10.1002/sd.1953. Search in Google Scholar

Chikalipah, S., Okafor, G. (2019). Dynamic linkage between economic growth and human development: time series evidence from Nigeria. Journal of International Development, 31(1), 22–38. DOI: 10.1002/jid.3390. Search in Google Scholar

Emara, A.M. (2020). The impact of corruption on human development in Egypt. Asian Economic and Financial Review, 10(5), 574–589. DOI: 10.18488/journal.aefr.2020.105.574.589. Search in Google Scholar

Fan, L., Yao, X., Wang, G., Liu, W., He, S. (2022). Process modeling of area air defense and anti-missile based on OODA-BPMN. Paper presented at the Proceedings of SPIE – the International Society for Optical Engineering, 12506. DOI: 10.1117/12.2663142. Search in Google Scholar

Haw, T.J., Kueh J., Brahmana, R.K., Wei, Y.S. (2023). Impact of economic development on corruption in ASEAN countries: panel non-linear model. International Journal of Trade and Global Markets, 18(1), 29–49. DOI: 10.1504/ijtgm.2023.134919. Search in Google Scholar

Huang, Y. (2015). Modeling and simulation method of the emergency response systems based on OODA. Knowledge-Based Systems, 89, 527–540. DOI: 10.1016/j.knosys.2015.08.020. Search in Google Scholar

Igiebor, G.O. (2019). Political Corruption in Nigeria: Implications for Economic Development in the Fourth Republic. Journal of Developing Societies, 35(4), 493–513. DOI: 10.1177/0169796X19890745. Search in Google Scholar

Khan, R.E.A., Naeem, H.M. (2020). Corruption, income inequality and human resource development in developing economies. Asian Journal of Economic Modelling, 8(4), 248–259. DOI: 10.18488/journal.8.2020.84.248.259. Search in Google Scholar

Kisil, Z.R., Tarasenko, O.S. (2022) International Experience in Preventing Corruption as a Vector for Creating a National Anti-Corruption Strategy in Ukraine. Social and Legal Studios, 5(3), 9–15. DOI: 10.32518/2617-4162-2022-5-3-9-15. Search in Google Scholar

Luqman, M., Li, Y., Khan, S.U.-D., Ahmad, N. (2021). Quantile nexus between human development, energy production, and economic growth: the role of corruption in the case of Pakistan. Environmental Science and Pollution Research, 28(43), 61460–61476. DOI: 10.1007/s11356-021-14744-2. Search in Google Scholar

Marcus, L.J., McNulty, E.J., Flynn, L.B., Henderson, J.M., Neffenger, P.V., Serino, R., Trenholm, J. (2020). The POP-DOC loop: a continuous process for situational awareness and situational action. Industrial Marketing Management, 88, 272–277. DOI: 10.1016/j.indmarman.2020.05.019. Search in Google Scholar

Newcamp, J.M. (2015). A framework for applying the OODA loop to mission control room execution. Paper presented at the AIAA Flight Testing Conference 2015, MFT 2015 – Held at the AIAA Aviation Forum 2015. Retrieved from https://arc.aiaa.org/doi/10.2514/6.20153223. Search in Google Scholar

Ortega, B., Casquero, A., Sanjuán, J. (2014). Growth in human development: the role of corruption. Journal of International Development, 26(7), 974–998. DOI: 10.1002/jid.2963. Search in Google Scholar

Ortega, B., Casquero, A., Sanjuán, J. (2016). Corruption and convergence in human development: evidence from 69 countries during 1990–2012. Social Indicators Research, 127(2), 691–719. DOI: 10.1007/s11205-015-0968-8. Search in Google Scholar

Padli, J., Habibullah, M.S., Hamid, B.A., Musa, H. (2019). Mitigating fatalities and damages due to natural disasters: Do human development and corruption matters? Jurnal Ekonomi Malaysia, 53(2). DOI: 10.17576/JEM-2019-5302-11. Search in Google Scholar

Priambodo, D.F., Pramadi, Y.R., Briliyant, O.C., Hasbi, M., Yahya, M.A. (2022). Observe-orient-decide-act (OODA) for cyber security education. International Journal of Advanced Computer Science and Applications, 13(10), 246–255. DOI: 10.14569/IJACSA.2022.0131031. Search in Google Scholar

Pulok, M.H., Ahmed, M.U. (2017). Does corruption matter for economic development? Long run evidence from Bangladesh. International Journal of Social Economics, 44(3), 350–361. DOI: 10.1108/ijse-05-2015-0132. Search in Google Scholar

Reiter, S.L., Steensma, H.K. (2010). Human development and foreign direct investment in developing countries: the influence of FDI policy and corruption. World Development, 38(12), 1678–1691. DOI: 10.1016/j.worlddev.2010.04.005. Search in Google Scholar

Ryder, M., Downs, C. (2022). Rethinking reflective practice: John Boyd’s OODA loop as an alternative to Kolb. International Journal of Management Education, 20(3). DOI: 10.1016/j. ijme.2022.100703. Search in Google Scholar

Sarabia, M., Crecente, F., del Val, M.T., Giménez, M. (2020). The Human Development Index (HDI) and the Corruption Perception Index (CPI) 2013-2017: analysis of social conflict and populism in Europe. Economic Research – Ekonomska Istrazivanja, 33(1), 2943–2955. DOI: 10.1080/1331677X.2019.1697721. Search in Google Scholar

Scholl, W., Schermuly, C.C. (2020). The impact of culture on corruption, gross domestic product, and human development. Journal of Business Ethics, 162(1), 171–189. DOI: 10.1007/s10551-018-3977-0. Search in Google Scholar

Sherry, L., Mauro, R. (2015). Mitigating functional complexity failures: Designing the operator inside the vehicle OODA-loop. Paper presented at the ICNS 2015 – Innovation in Operations, Implementation Benefits and Integration of the CNS Infrastructure, Conference Proceedings, J21–J212. DOI: 10.1109/ICNSURV.2015.7121233. Search in Google Scholar

Silal, P., Saha, D. (2021). Impact of national e-participation levels on inclusive human development and environmental performance: The mediating role of corruption control. Government Information Quarterly, 38(4). DOI: 10.1016/j.giq.2021.101615. Search in Google Scholar

Silva, P. Moreira, A.C. (2020). The Relationship Between Culture and Human Development: An Analysis Through the Lens of Innovation and Corruption. In: Z. Nedelko M. Brzozowski (eds.), Recent Advances in the Roles of Cultural and Personal Values in Organizational Behavior (pp. 187–212). IGI Global. DOI: 10.4018/978-1-7998-1013-1.ch010. Search in Google Scholar

Sims, R.L., Gong, B., Ruppel, C.P. (2012). A contingency theory of corruption: the effect of human development and national culture. Social Science Journal, 49(1), 90–97. DOI: 10.1016/j.soscij.2011.07.005. Search in Google Scholar

Spinuzzi, C., Cochran, R., Pogue, G.P. (2023). Linked but desynched: an OODA analysis of associated entrepreneurship accelerator programs. Journal of Business and Technical Communication, 37(1), 28–67. DOI: 10.1177/10506519221121813. Search in Google Scholar

Stryzhak, O., Tupa, M., Rodzik, J. (2022). Relationship between the level of human development and institutional quality. Economics and Sociology, 15(2), 274–295. DOI: 10.14254/2071-789X.2022/15-2/17. Search in Google Scholar

Suchman, L. (2022). Imaginaries of omniscience: automating intelligence in the US department of defense. Social Studies of Science. DOI: 10.1177/03063127221104938. Search in Google Scholar

Tajwer, K., Shamsi, J. (2010). Counter-terrorism simulation framework: an application of OODA loop. Paper presented at the 2010 International Conference on Information and Emerging Technologies, ICIET 2010. DOI: 10.1109/ICIET.2010.5625671. Search in Google Scholar

Tanui, D.J. (2021). Application of Boyd’s OODA loop to emergency response. Journal of Emergency Management, 19(5), 461–468. DOI: 10.5055/jem.0564. Search in Google Scholar

Thomas, S., Dhiman, N., Tikkas, P., Sharma, A., Deodhare, D. (2008). Towards faster execution of the OODA loop using dynamic decision support. Paper presented at the 3rd International Conference on Information Warfare and Security, 365–378. Search in Google Scholar

Ullman, D.G. (2007). “OO-OO-OO!” The sound of a broken OODA loop. CrossTalk, 20(4), 22–25. Retrieved from https://www.davidullman.com/ooda-loops. Search in Google Scholar

Urbina, D.A., Rodríguez, G. (2022). The effects of corruption on growth, human development and natural resources sector: empirical evidence from a Bayesian panel VAR for Latin American and Nordic countries. Journal of Economic Studies, 49(2), 346–363. DOI: 10.1108/JES-05-2020-0199. Search in Google Scholar

Veerasamy, N. (2011). A high-level mapping of cyberterrorism to the OODA loop. Paper presented at the 5th European Conference on Information Management and Evaluation, ECIME 2011, 352–360. Search in Google Scholar

Vettorello, M., Eisenbart, B., Ranscombe, C. (2019). Toward better design-related decision making: A proposal of an advanced OODA loop. Paper presented at the Proceedings of the International Conference on Engineering Design, ICED, 2019-August, 2387–2396. DOI: 10.1017/dsi.2019.245. Search in Google Scholar

Von Lubitz, D.K.J.E. (2008). Medical readiness for operations other than war: Boyd’s OODA loop and training using advanced distributed simulation technology. International Journal of Risk Assessment and Management, 9(4), 409–432. DOI: 10.1504/IJRAM.2008.020417. Search in Google Scholar

von Lubitz, D.K.J.E., Beakley, J.E., Patricelli, F. (2008). All hazards approach’ to disaster management: The role of information and knowledge management, Boyd’s OODA loop, and network-centricity. Disasters, 32(4), 561–585. DOI: 10.1111/j.1467-7717.2008.01055.x. Search in Google Scholar

Wahyudi, H., Suripto, Husain, F.R., Palupi, W.A. (2023). The impact of control of corruption, human development index, and macroeconomics on economic growth rates in low-middle income countries. WSEAS Transactions on Business and Economics, 20. DOI: 10.37394/23207.2023.20.94. Search in Google Scholar

Wang, C., Wang, J., Chen, W., Yu, J., Jiao, Z., Yu, H. (2021). Assessment and feedback control of paving quality of earth-rock dam based on OODA loop. Sensors, 21(22). DOI: 10.3390/s21227756. Search in Google Scholar

Wȩgrzyn, D.T. (2022). The adaptation of the OODA loop to the decision-making systems processing big data in the area of morality. Paper presented at the ACM International Conference Proceeding Series, 144–149. DOI: 10.1145/3548785.3548806. Search in Google Scholar

Wisitsuwan, W., Chintrakarn, P. (2012). Human development, corruption and economic development: cross-country evidence. European Journal of Scientific Research, 74(3), 469–474. Retrieved from https://www.scopus.com/inward/record.uri?eid=2-s2.0-84860322572&partnerID=40&md5=73c2b85acafdc0675aae7998fd8e8007. Search in Google Scholar

Wu, W., Zhou, X., Shen, B. (2022). Comprehensive evaluation of the intelligence levels for unmanned swarms based on the collective OODA loop and group extension cloud model. Connection Science, 34(1), 630–651. DOI: 10.1080/09540091.2022.2026293. Search in Google Scholar

Xiong, P., Liu, H., Tian, Y. (2019). Mission effectiveness evaluation of manned/unmanned aerial team based on OODA and agent-based simulation. Paper presented at the ACM International Conference Proceeding Series, 31–37. DOI: 10.1145/3348488.3348491. Search in Google Scholar

Xue, J., Jiang, Y. (2022). Autonomous evaluation method of unmanned equipment based on OODA-I framework. Paper presented at the Proceedings – 2022 9th International Conference on Dependable Systems and their Applications, DSA 2022, 540–545. DOI: 10.1109/DSA56465.2022.00078. Search in Google Scholar

Zanna, P., Radcliffe, P., Kumar, D. (2022). Preventing attacks on wireless networks using SDN controlled OODA loops and cyber kill chains. Sensors, 22(23). DOI: 10.3390/s22239481. Search in Google Scholar

Zhang, Z. (2022). Effectiveness evaluation of intelligent operational command based on OODA loop. Paper presented at the Proceedings of 2022 10th China Conference on Command and Control. C2 2022. Lecture Notes in Electrical Engineering, 949. DOI: 10.1007/978-981-19-6052-9_23. Search in Google Scholar

Zhou, Y., Ma, J., Sun, Y. (2022). OODA model study of port epidemic transmission process and emergency prevention and control. Paper presented at the Proceedings of SPIE – the International Society for Optical Engineering, 12340. DOI: 10.1117/12.2652666. Search in Google Scholar

Ziernhold, K., Jung-Ivannikova, L. (2021). Economic Growth, Corruption, and Financial Development: Evidence from Ukraine. International Journal of Applied Economics, Finance and Accounting, 10(1), 8–18. DOI: 10.33094/8.2017.2021.101.8.18 Search in Google Scholar

Language:
English
Publication timeframe:
2 times per year
Journal Subjects:
Business and Economics, Political Economics, Political Economics, other