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The Journal of Agricultural Education and Extension
Competence for Rural Innovation and Transformation
Volume 29, 2023 - Issue 1
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Articles

Perceptions of knowledge management capacity within extension services: an exploratory factor analysis approach

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Pages 53-74 | Received 28 Jan 2021, Accepted 04 Sep 2021, Published online: 12 Oct 2021

References

  • Abi-Ghanem, R., L .Carpenter-Boggs, R. T. Koenig, J. L. Ullman, K. M. Murphy, and C. Pannkuk. 2013. “Access to agricultural inputs, technology and information, communicating with farmers, and the role of women in agriculture: Perceptions of Iraqi extension agents.” Journal of International Agricultural and Extension Education 20 (1): 6–18.
  • Akpo, E., T. A. Crane, P. V. Vissoh, and R. C. Tossou. 2015. “Co-production of Knowledge in Multi-Stakeholder Processes: Analyzing Joint Experimentation as Social Learning.” The Journal of Agricultural Education and Extension 21 (4): 369–388. doi:10.1080/1389224X.2014.939201.
  • Ali, L., and A. Avdic. 2015. “A Knowledge Management Framework for Sustainable Rural Development: The Case of Gilgit-Baltistan, Pakistan.” The Electronic Journal of Knowledge Management 13 (2): 103–165.
  • Asún, R. A., K. Rdz-Navarro, and J. M. Alvarado. 2016. “Developing Multidimensional Likert Scales Using Item Factor Analysis: The Case of Four-Point Items.” Sociological Methods & Research 45 (1): 109–133. doi:10.1177/0049124114566716.
  • Beers, P. J., and F. Geerling-Eiff. 2014. “Networks as Policy Instruments for Innovation.” The Journal of Agricultural Education and Extension 20 (4): 363–379. doi:10.1080/1389224X.2013.846870.
  • Bell, S., S. Morse, and R. A. Shah. 2012. “Understanding Stakeholder Participation in Research as Part of Sustainable Development.” Journal of Environmental Management 101: 13–22. doi:10.1016/j.jenvman.2012.02.004.
  • Blackman, D. 2018. “Knowledge Management and Communities of Practice: Supporting Successful Knowledge Transfer.” In The Palgrave Handbook of Knowledge Management, edited by J. Syed, P. Murray, D. Hislop, and Y. Mouzughi. Cham: Palgrave Macmillan. doi:10.1007/978-3-319-71434-9_10.
  • Clark, L. A., and D. Watson. 1995. “Constructing Validity: Basic Issues in Objective Scale Development.” Psychological Assessment 7 (3): 309. doi:10.1037/14805-012.
  • Corfield, A., R. Paton, and S. Little. 2013. “Does Knowledge Management Work in NGOs?: A Longitudinal Study.” International Journal of Public Administration 36 (3): 179–188. doi:10.1080/01900692.2012.749281.
  • Cortina, J. M. 1993. “What is Coefficient Alpha? An Examination of Theory and Applications.” Journal of Applied Psychology 78 (1): 98–104. doi:10.1037/0021-9010.78.1.98.
  • Costello, A. B., and J. Osborne. 2005. “Best Practices in Exploratory Factor Analysis: Four Recommendations for Getting the Most from Your Analysis.” Practical Assessment, Research, and Evaluation 10 (7): 1–9. doi:10.7275/jyj1-4868.
  • Crocker, L., and J. Algina. 1986. Introduction to Classical and Modern Test Theory. Fort Worth, TX: Harcourt Brace.
  • Davis, K., D. Dolly, A. J. Lamm, and K. W. Lamm. 2018. “The Future of Extension: A Network Emergence Perspective from the Case of the Global Forum for Rural Advisory Services.” Journal of International Agricultural and Extension Education 25 (4): 40–51. doi:10.5191/jiaee.2018.25403.
  • Davis, K., and R. V. Sulaiman. 2014. “The ‘New Extensionist’: Roles and Capacities to Strengthen Extension and Advisory Services.” Journal of International Agricultural and Extension Education 21 (3): 6–18. doi:10.5191/jiaee.2014.21301.
  • DeVellis, R. F. 2017. Scale Development: Theory and Applications. 4th ed. Newbury Park, CA: Sage.
  • Dillman, D. A., J. D. Smyth, and L. M. Christian. 2014. Internet, Phone, Mail, and Mixed-Mode Surveys: The Tailored Design Method. 4th ed. Hoboken, NJ: Wiley.
  • Eisinga, R., M. Te Grotenhuis, and B. Pelzer. 2013. “The Reliability of a Two-Item Scale: Pearson, Cronbach, or Spearman-Brown?” International Journal of Public Health 58 (4): 637–642. doi:10.1007/s00038-012-0416-3.
  • Engeström, Y., and K. Kerosuo. 2007. “From Workplace Earning to Inter-Organizational Learning and Back: The Contribution of Activity Theory.” Journal of Workplace Learning 19 (6): 336–342. doi:10.1108/13665620710777084.
  • Fabrigar, L. R., D. T. Wegener, R. C. MacCallum, and E. J. Strahan. 1999. “Evaluating the Use of Exploratory Factor Analysis in Psychological Research.” Psychological Methods 4 (3): 272–299. doi:10.1037/1082-989X.4.3.272.
  • Garcia-Alvarez-Coque, J.-M., E. Saini, E. Esteban-Rodrigo, and F. Mas-Verdu. 2020. “Governance of Knowledge and Innovation in the Ibero-American Agri-Food System.” Spanish Journal of Agricultural Research 18 (4): 1–15. doi:10.5424/sjar/2020184-16883.
  • Garland, R. 1991. “The Mid-Point on a Rating Scale: Is It Desirable?” Marketing Bulletin 2: 66–70.
  • Girard, J., and J. Girard. 2015. “Defining Knowledge Management: Toward an Applied Compendium.” Online Journal of Applied Knowledge Management 3 (1): 1–20.
  • Gosling, S. D., P. J. Rentfrow, and W. B. Swann Jr. 2003. “A Very Brief Measure of the Big-Five Personality Domains.” Journal of Research in Personality 37 (6): 504–528. doi:10.1016/S0092-6566(03)00046-1.
  • Guba, E. G., and Y. S. Lincoln. 2001. “Guidelines and Checklist for Constructivist (a.k.a. Fourth Generation) Evaluation.” Evaluation Checklist Project.
  • Hains, B. J., and K. D. Hains. 2020. “Community Reaction Towards Social Innovation: A Discussion of Rogers’ Diffusion of Innovations Theory in Consideration of Community Emotional Response.” Journal of International Agricultural and Extension Education 27 (1): 34–46. doi:10.5191/jiaee.2020.27103.
  • Hair, J. F., R. E. Anderson, R. L. Tatham, and W. C. Black. 1998. Multivariate Data Analysis. 5th ed. Upper Saddle River, NJ: Prentice Hall.
  • Hartwich, F., M. M. Pérez, L. A. Ramos, and L. Soto. 2007. “Knowledge Management for Agricultural Innovation: Lessons from Networking Efforts in the Bolivian Agricultural Technology System.” Knowledge Management for Development Journal 3 (2): 21–37.
  • Heisig, P. 2010. “Harmonisation of knowledge management comparing 160 KM frameworks around the globe.” Journal of Knowledge Management 18 (4): 4–31.
  • Hinkin, T. R. 1998. “A Brief Tutorial on the Development of Measures for Use in Survey Questionnaires.” Organizational Research Methods 1 (1): 104–121. doi:10.1177/109442819800100106.
  • Howard, M. C. 2016. “A Review of Exploratory Factor Analysis Decisions and Overview of Current Practices: What We Are Doing and How Can We Improve?” International Journal of Human–Computer Interaction 32 (1): 51–62. doi:10.1080/10447318.2015.1087664.
  • Howells, J. 2006. “Intermediation and the Role of Intermediaries in Innovation.” Research Policy 35 (5): 715–728. doi:10.1016/j.respol.2006.03.005.
  • Jarzabkowski, P. 2003. “Strategic Practices: An Activity Theory Perspective on Continuity and Change.” Journal of Management Studies 40 (1): 23–55. doi:10.1111/1467-6486.t01-1-00003.
  • Kaiser, Henry F. 1960. “The Application of Electronic Computers to Factor Analysis.” Educational and Psychological Measurement 20 (1): 141–151. doi:10.1177/001316446002000116.
  • Kaiser, H. F. 1974. “An Index of Factorial Simplicity.” Psychometrika 39 (1): 31–36. doi:10.1007/bf02291575.
  • Kilelu, C. W., L. Klerkx, and C. Leeuwis. 2013. “Unravelling the Role of Innovation Platforms in Supporting Co-evolution of Innovation: Contributions and Tensions in a Smallholder Dairy Development Programme.” Agricultural Systems 118: 65–77. doi:10.1016/j.agsy.2013.03.003.
  • Kim, Y. J., A. Chaudhury, and H. R. Rao. 2002. “A Knowledge Management Perspective to Evaluation of Enterprise Information Portals.” Knowledge and Process Management 9 (2): 57–71. doi:10.1002/kpm.137.
  • Kirkman, B. L., and G. Chen. 2011. “Maximizing Your Data or Data Slicing: Recommendations for Managing Multiple Submissions from the Same Data Set.” Management and Organization Review 7 (3): 433–446. doi:10.1111/j.1740-8784.2011.00228.x.
  • Kivimaa, P., W. Boon, S. Hyysalo, and L. Klerkx. 2019. “Towards a Typology of Intermediaries in Sustainability Transitions: A Systematic Review and a Research Agenda.” Research Policy 48 (4): 1062–1075. doi:10.1016/j.respol.2018.10.006.
  • Kulas, J. T., A. A. Stachowski, and B. A. Haynes. 2008. “Middle Response Functioning in Likert-Responses to Personality Items.” Journal of Business and Psychology 22: 251–259. doi:10.1007/s10869-008-9064-2.
  • Lamm, A. J., and K. W. Lamm. 2018. “Considering an Appreciative Approach to International Extension Evaluation.” Journal of International Agricultural and Extension Education 25 (4): 74–82. doi:10.5191/jiaee.2018.25406.
  • Lamm, K. and A. Lamm. 2017. Capacity assessment of regional networks: Synthesis report. Lausanne, Switzerland: GFRAS.
  • Lamm, K. W., A. J. Lamm, K. Davis, and B. J. Swaroop. 2017. “Identifying Knowledge Management Capacity Needs of Rural Advisory Service Networks.” Journal of International Agricultural and Extension Education 24 (2): 93–106. doi:10.5191/jiaee.2017.24207.
  • Lamm, K. W., A. J. Lamm, K. Davis, and B. J. Swaroop. 2018. “Effective Advocacy for Extension Networks: An Evaluation of Critical Capacities.” Journal of International Agricultural and Extension Education 25 (2): 43–56. doi:10.5191/jiaee.2018.25204.
  • Lamm, K. W., A. J. Lamm, and D. W. Edgar. 2020. “Scale Development and Validation: Methodology and Recommendations.” Journal of International Agricultural and Extension Education 27 (2): 24–35. doi:10.5191/jiaee.2020.27224.
  • Lee, H., and B. Choi. 2003. “Knowledge Management Enablers, Processes, and Organizational Performance: An Integrative View and Empirical Examination.” Journal of Management Information Systems 20 (1): 179–228. doi:10.1080/07421222.2003.11045756.
  • Lin, N. 2008. “A Network Theory of Social Capital.” In The Handbook of Social Capital, edited by D. Castiglione, J. W. van Deth, and G. Wolleb, 50–69. Oxford: Oxford University Press.
  • Lozano, L. M., E. García-Cueto, and J. Muñiz. 2008. “Effect of the Number of Response Categories on the Reliability and Validity of Rating Scales.” Methodology 4 (2): 73–79. doi:10.1027/1614-2241.4.2.73.
  • Luks, F., and B. Siebenhüner. 2007. “Transdisciplinarity for Social Learning? The Contribution of the German Socio-Ecological Research Initiative to Sustainability Governance.” Ecological Economics 63: 418–426. doi:10.1016/j.ecolecon.2006.11.007.
  • Luyet, V., R. Schlaepfer, M. B. Parlange, and A. Buttler. 2012. “A Framework to Implement Stakeholder Participation in Environmental Projects.” Journal of Environmental Management 111: 213–219. doi:10.1016/j.jenvman.2012.06.026.
  • Masambuka-Kanchewa, F., K. W. Lamm, and A. J. Lamm. 2020. “Gatekeepers in Agricultural Extension Research: A Retrospective Analysis.” Journal of International Agricultural and Extension Education 27 (4): 94–100. doi:10.5191/jiaee.2020.27494.
  • Massard, N., and C. Mehier. 2009. “Proximity and Innovation Through an ‘Accessibility of Knowledge’ Lens.” Regional Studies 43 (1): 77–88. doi:10.1080/0034340070180888.
  • Materia, V. C., F. Giarè, and L. Klerkx. 2015. “Increasing Knowledge Flows Between the Agricultural Research and Advisory System in Italy: Combining Virtual and Non-Virtual Interaction in Communities of Practice.” The Journal of Agricultural Education and Extension 21 (3): 203–218. doi:10.1080/1389224X.2014.928226.
  • Messick, S. 1995. “Validity of Psychological Assessment: Validation of Inferences from Persons’ Responses and Performances as Scientific Inquiry into Score Meaning.” American Psychologist 50 (9): 741–749. doi:10.1002/j.2333-8504.1994.tb01618.x.
  • Mills, A. M., and T. A. Smith. 2011. “Knowledge Management and Organizational Performance: A Decomposed View.” Journal of Knowledge Management 15 (1): 156–171. doi:10.1108/13673271111108756.
  • Mittal, S., S. S. Padmaja, and A. Ajay. 2018. “Agricultural Information and Knowledge Network in Rural India: A Case of Bihar.” The Journal of Agricultural Education and Extension 24 (5): 393–418. doi:10.1080/1389224X.2018.1491871.
  • Mulder, M. 2012. “Innovative Approaches for Agricultural Knowledge Management.” The Journal of Agricultural Education and Extension 18 (2): 99–102. doi:10.1080/1389224X.2012.655963.
  • Murphrey, T. P., T. J. Koswatta, K. E. Dooley, and L. D. Edgar. 2018. “An Analysis of Evaluation Methods Implemented in Studies Published in the Journal of International Agricultural and Extension Education from 1994 to 2018: A 25 Year Review.” Journal of International Agricultural and Extension Education 25 (4): 27–39. doi:10.5191/jiaee.2018.25402.
  • O’Dell, C., and C. J. Grayson. 1998. If Only We Knew What we Know: The Transfer of Internal Knowledge and Best Practice. New York: Free Press.
  • Paulin, D., and K. Suneson. 2015. “Knowledge Transfer, Knowledge Sharing and Knowledge Barriers– Three Blurry Terms in KM.” The Electronic Journal of Knowledge Management 10 (1): 81–91.
  • Pawlowski, J., and M. Bick. 2012. “The Global Knowledge Management Framework: Towards a Theory for Knowledge Management in Globally Distributed Settings.” Electronic Journal of Knowledge Management 10 (1): 92–108.
  • Pett, M. A., N. R. Lackey, and J. J. Sullivan. 2003. Making Sense of Factor Analysis: The Use of Factor Analysis for Instrument Development in Health Care Research. Thousand Oaks, CA: Sage.
  • Preskill, H., and T. T. Catsambas. 2006. Reframing Evaluation Through Appreciative Inquiry. Newbury Park, CA: Sage.
  • Rašula, J., V. B. Vukšić, and M. I .Štemberger. 2012. “The impact of knowledge management on organisational performance.” Economic and Business Review for Central and South-Eastern Europe 14 (2): 147–168.
  • Schmitt, N. 1996. “Uses and Abuses of Coefficient Alpha.” Psychological Assessment 8 (4): 350–353. doi:10.1037/1040-3590.8.4.350.
  • Stevens, J. P. 2002. Applied Multivariate Statistics for the Social Sciences. 4th ed. Hillsdale, NS: Erlbaum.
  • Streiner, D. L. 2003. “Starting at the Beginning: An Introduction to Coefficient Alpha and Internal Consistency.” Journal of Personality Assessment 80 (1): 99–103. doi:10.1207/S15327752JPA8001_18.
  • Timmermann, Cristian. 2020. “Agriculture and non-Proprietary Science.” In Social Justice and Agricultural Innovation. The International Library of Environmental, Agricultural and Food Ethics, Vol. 31. Cham: Springer. doi:10.1007/978-3-030-56193-2_3.
  • Ursachi, G., I. A. Horodnic, and A. Zait. 2015. “How Reliable Are Measurement Scales? External Factors with Indirect Influence on Reliability Estimators.” Procedia Economics and Finance 20: 679–686.
  • Vygotsky, L. 1978. Mind in Society: The Development of Higher Psychological Processes. Boston, MA: Harvard University Press.
  • West, S. G., J. F. Finch, and P. J. Curran. 1995. “Structural Equation Models with Nonnormal Variables: Problems and Remedies.” In Structural Equation Modeling: Concepts, Issues, and Applications, edited by R. H. Hoyle, 56–75. Newbury Park, CA: Sage.
  • Zossou, E., A. Arouna, A. Diagne, and R. A. Agboh-Noameshie. 2020. “Learning Agriculture in Rural Areas: The Drivers of Knowledge Acquisition and Farming Practices by Rice Farmers in West Africa.” The Journal of Agricultural Education and Extension 26 (3): 291–306. doi:10.1080/1389224X.2019.1702066.

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