IDENTIFIKASI PERBEDAAN KARAKTERISTIK DOSEN PENELITI DAN PENGAJAR

Aplikasi Multiple Discriminant Analysis

Authors

  • Evi Permata Sari Lase Universitas Indonesia
  • Agung Wahyu Handaru Universitas Negeri Jakarta

DOI:

https://doi.org/10.25170/jm.v12i2.813

Keywords:

Multiple Discriminant Analysis, Lecturer Characteristic

Abstract

The aim of this study is to identify the characteristic differences between academic researcher and academic lecturer using an application of multiple discriminant analysis. Results show that there are three characteristics distinguish both of group, that is: 1) searching call for papers/conference/seminar schedules via internet, 2) buying new books with own money, and 3) alocating much more time for doing research rather than teaching. The last finding revealed that 86.4% of observations were correctly classified.

References

Aguinis, H. (2013). Performance Management(3rd ed.). New Jersey: Pearson.

Bland, C.J., Center, B. A., Finstad, D.A., Risbey, K.R., & Staples, J.G.. (2005). “A Theoritical, Practical, Predictive Model ff Faculty and Department Research Productivity.” Academic Medicine, 80(3), 225–237.

Bouchbout, K., Akoka, J., & Alimazighi, Z. (2012). “An MDA-Based Framework for Collaborative Business Process Modelling.” Business Process Management Journal, 18 (6), 918-948.

Chen, Y., Nixcon, M.R., Gupta, A., & Hoshower, L.. (2010). “Research productivity of accounting faculty: an exploratory study.” American Journal of Business Education, 3(2), 101-113.

Chijoriga, M.M.. (2011). “Application of Multiple Discriminant Analysis (MDA) As a Credit Scoring and Risk Assessment Model.” International Journal of Emerging Market, 6(2), 132-147.

Chung, S.W., Clifton, J.S., Rowe, A.J., Finley, R.J., & Warnock, G.L. (2009). “Strategic Faculty Recruitment Increases Research Productivity Within an Academic University Division.” Canadian Journal Surgery, 52(5), 401-406.

Dundar, H., & Lewis, D.. (1998). “Determinants of Research Productivity in Higher Education.”
Research in Higher Education,39(6), 607-631.

Elridge, S., Kwak, W., Venkatesh, R., Shi, Y., & Kou, G. (2012). “Predicting Auditor Changes with Financial Distress Variables: Discriminant Analysis and Problems With Data Mining Approaches.” Journal of Applied Business Research, 28(6), 1357-1372.

Eriki, P.O., & Udegbunam, R. (2013). “Predicting Corporate Distress in The Nigerian Stock Market: Neural Network vs Multiple Discriminant Analysis.” African Journal of Business Management, 7(38), 3856-3863.

Hair, J.F., Black, W.C., Babin, B.J., & Anderson, R.E. (2010). Multivariate Data Analysis (7th ed.). New Jersey: Pearson.

Hansen, T.. (2005). “Consumer Adoption of Online Grocery Buying: A Discriminant Analysis.” International Journal of Retail & Distribution Management, 33(2), 101-121.

Hedjazi, Y., & Behravan, J.. (2011). Study of Factors Influencing Research Productivity of Agriculture Faculty Members in Iran. Higher Education, 62(5), 635-647.

Hess, R.L., & Ring, L. (2014). Off-Price Versus Price-Off. International Journal of Retail & Distribution Management, 42(10), 902-928.

Jung, J.. (2012). “Faculty research productivity in Hong Kong across academic Discipline.” Higher Education Studies, 2(4) , 1-13.

Kumar, K., & Bhattacharya, S.. (2006). “Artificial Neural Network vs Linear Discriminant Analysis in Credit Ratings Forecast.“ Review of Accounting and Finance, 5(3), 216-227.

Lertputtarak, S.. (2008). “An Investigation of Factors Related to Research Productivity in A Public University in Thailand: A Case Study.” (Dissertation). Victoria University.

Milkovich, G., Newan, J., & Gerhart, B.. (2014). Compensation(11th ed.). New York: McGraw-Hill.

Şerbănică, C.. (2012). “A Discriminant Analysis of Academic Entrepreneurship in Romainan Economic and Business Study Programs.” Management & Marketing, 7(4),663-682.

Shaw, T.N.. (2008). “Discriminant Model for Assessment of Prospective Entrepreneurs For Financing and Success of Entrepreneurial Venture.” Journal of Asia Entrepreneurship and Sustainability, 4(1).

Tim Penyusun. (2010). Pedoman Beban Kerja Dosen dan Evaluasi Pelaksanaan Tridharma Perguruan Tinggi. Direktorat Jenderal Pendidikan Tinggi Departemen Pendidikan Nasional.

Uddin, N., Meah, Md.S., & Hossain, R.. (2013). “Discriminant Analysis As an Aid to Human Resource Selection and Human Resource Turnover Minimization Decisions.” International Journal of Business and Management, 8(17), 153-169.

Yang, K., & Kim, H.Y.. (2012). “Mobile Shopping Motivation: An Application of Multiple Discriminant Analysis.” International Journal of Retail & Distribution Management, 40(10),778- 789.

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Published

2015-11-01
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