Multi-temporal analysis of regression diagnostics for students' performance in property development and co-requisite courses
Property development and other co-requisite courses have been embedded within academic programs in Estate Management. Among the objectives of this study include identifying the co-requisite courses that accounted for a variation in students' academic performance in property development, and to examine the characteristics of the diagnostics of ordinary least square (OLS) regression model for this relationship over time. Data for this study comprised 2007/2008 to 2014/2015 (8-year) scores for the 1st- and 2nd semester property development and its co-requisite courses in the Department of Estate Management of the Federal Polytechnic Idah, Nigeria. Tools of analysis comprised descriptive statistics (mean score, standard deviation, and coefficient of variation), fitted trend equations, multiple linear regression analysis, and a multi-temporal visualization of the regression diagnostics comprising *ZRESID vs. *ZPRED, normality tests for residuals, and the Durbin-Watson test. The variation in the scores for property development courses during the 8-year period was attributed to specific 1st- and 2nd semester co-requisite courses. EST311 (Valuation I) was found to be the most consistent regressor for EST313 (Property Development I) in the 1st semester, while EST325 (Estate Accounting), was the most consistent regressor for EST323 (Property Development II) in the 2nd semester. Multi-temporal diagnostics analyses did not provide any sufficient evidence to invalidate the OLS regression models for the 1st- and 2nd semester Property Development courses and their co-requisites. Stakeholders' commitment to the teaching and learning of the co-requisite courses was recommended as triggers for a sustained pass rate in the property development courses.
Ali, H. M., & Alias, B. (2006). Real Estate Education in Malaysia: A New Paradigm. Paper presented at the International Real Estate Research Symposium (IRERS), PWTC, Kuala Lumpur, Malaysia.
Allen, M. T., & Carter, C. C. (2007). Academic Success Determinants for Undergraduate Real Estate Students. Journal of Real Estate Practice and Education, 10(2), 149 - 160.
Angrist, N., Patrinos, H. A., & Schlotter, M. (2013). An Expansion of a Global Data Set on Educational Quality: A Focus on Achievement in Developing Countries. The World Bank Policy Research Working Paper 6536. http://documents.worldbank.org/curated/en/814731468203692535/pdf/WPS6536.pdf
Ball, M. (2002). The organisation of property development professions and practices. In S. Guy & J. Henneberry (Eds.), Development and Developers: perspectives on property (pp. 204-223). Oxford: Blackwell Science Ltd.
Chan, K. C., Shum, C., & Wright, D. J. (1997). Class Attendance and Student Performance in Principles of Finance. Financial Practice and Education (Fall/Winter), 7(2), 58 - 65.
D'Arcy, È., & Keogh, G. (2002). The market context of property development activity. In S. Guy & J. Henneberry (Eds.), Development and Developers: perspectives on property (pp. 19 - 34). Oxford: Blackwell Science Ltd.
Didia, D., & Hasnat, B. (1998). The Determinants of Performance in the University Introductory Finance Course. Financial Practice and Education (Spring/Summer), 1(1), 102 - 107.
Egbenta, I. R. (2012). Essentials of Estate Management with Entrepreneurship. Enugu: Ezu Books Ltd.
Field, A. (2009). Discovering Statistics Using SPSS (3rd ed.). London: SAGE Publications.
Geltner, D. M., Miller, N. G., Clayton, J., & Eichholtz, P. (2007). Commercial Real Estate Analysis and Investments (2nd ed.). Australia: Cengage Learning.
Gitomer, D. H., & Qi, Y. (2010). Recent Trends in Mean Scores and Characteristics of Test-Takers on Praxis II Licensure Tests. Washington, D.C.: The United States Department of Education.
Goldstein, H., & Leckie, G. (2016). Trends in examination performance and exposure to standardised tests in England and Wales. British Educational research Journal, 42(3), 367–375. doi: 10.1002/berj.3220
Grissmer, D. W. (2000). The Continuing use and misuse of SAT scores. Psychology, Public Policy, and Law, 6(1), 223 - 232. doi: 10.1037//1076-89126.96.36.199
Gupta, K., & Maksy, M. M. (2004). Factors associated with student performance in an investments course: an empirical study. Journal of Finance and Accountancy, 16, 1-31.
Harvey, J., & Jowsey, E. (2004). Urban Land Economics (6th ed.). England: Palgrave Macmillan.
Huffman, F. (2011). Student Performance in an Undergraduate Advanced Real Estate Course: Real Estate Majors vs. Finance Majors. Journal of Real Estate Practice and Education, 14(2), 111 - 123. doi: 10.5555/repe.14.2.l651w7w74g026914
Isaac, D., Leary, J. O., & Daley, M. (2010). Property Development: Appraisal and Finance (2nd ed.). London: Palgrave Macmillan.
Johnson, D. L., Joyce, P., & Sen, S. (2002). An Analysis of Student Effort and Performance in the Finance Principles Course. Journal of Applied Finance (Fall/Winter), 12(2), 67 - 72.
Magalhães, C. D. (2002). Global players and the re-shaping of local property markets: global pressures and local reactions. In S. Guy & J. Henneberry (Eds.), Development and Developers: perspectives on property (pp. 204-223). Oxford: Blackwell Science Ltd.
NBTE. (2002). Curriculum and Course Specifications for Higher National Diploma in Estate Management. Kaduna: National Board for Technical Education (NBTE).
The Nigerian Urban and Regional Planning Act, CAP. N138 LFN (2004).
Nuhu, N. B. (2007). Property Development as a Panacea to Poverty Alleviation In Nigeria. Paper presented at the FIG Working Week: Strategic Integration of Surveying Services, TS 5G - Affordable and Sustainable Development., Hong Kong SAR, China.
Ojetunde, I. (2013). Revisiting the Interaction between the Nigerian Residential Property Market and the Macroeconomy. Paper presented at the FIG Working Week 2013 Environment for Sustainability, Abuja, Nigeria, 6th - 10th May.
Postareff, L., Lindblom-Ylänne, S., & Nevgi, A. (2007). The effect of pedagogical training on teaching in higher education. Teaching and Teacher Education, 23, 557 - 571. doi: 10.1016/j.tate.2006.11.013
Prosser, M., & Trigwell, K. (1999). Understanding Learning and Teaching. The experience in Higher Education. Suffolk: Society for Research into Higher Education and The Open University Press.
Rogers, W. T., & Yang, P. (1996). Test-wiseness: Its nature and application. European Journal of Psychological Assessment, 12, 247 - 259.
Singh, Y. K. (2006). Fundamental of Research Methodology and Statistics. New Delhi: New Age International (P) Ltd.
Trigwell, K., Prosser, M., & Waterhouse, F. (1999). Relations between teachers’ approaches to teaching and students’ approaches to learning. Higher Education, 37, 57 - 70.
Wyatt, P. (2007). Property Valuation in an economic context. Oxford: Blackwell Publishing Ltd.
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