Graeme Hutcheson, PhD
Lecturer in quantitative methods and statistical modelling Email:Graeme.Hutcheson@manchester.ac.uk Tel: 0161 275 3336
Background
Graeme's teaching and research interests are broadly in the area of methodology and data analysis. His PhD was a study into the acquisition of complex syntax in children and since then he has worked on a number of projects from a wide range of research areas including the conversational behaviour of children, interviewing techniques used on child witnesses, alcohol use in the workplace, the application of knowledge-based expert systems, the application of generalized linear models in predictive modelling, multi-level analysis of data related to Inclusion and Pupil achievement, an assessment of the Early Support Project (DfES) and a project investigating mathematically demanding F and HE programmes.
Main Research Interests
- The application of generalized linear models in postgraduate research.
- The use of knowledge-based artificial intelligence systems to represent complex data and decision processes.
- Predictive modelling of choice behaviour.
Main teaching interests
- Quantitative methodology
- Statistical analysis
- Generalized linear and multi-level models
Selected publications
Moutinho, L. and Hutcheson, G. D. (in press). Store choice and patronage: a predictive modelling approach. International Journal of Business innovation and Research (IJBIR).
Hutcheson, G. D. and Moutinho, L. (in press). Statistical Modelling in Management. Sage Publications.
Hutcheson, G. D. (2006). Analyzing data using GLM models. In Advances in Doctoral Research in Management, Moutinho, L. A. and Hutcheson, G. D. (Editors). World Scientific Press.
Young, A., Temple, B., Parkinson, G., Hutcheson, G., Davies, L., Davis, A., Bolton, J. and Milborrow, W. (2006). Early Support: an evaluation of Phase 3 of early support. Department for Education and Skills (DfES).
Davies, F., Moutinho, L. and Hutcheson, G. D. (2005). Constructing a knowledge-based system to aid scenario-based strategic planning: an application to European airline industry. International Journal of Intelligent Systems in Accounting, Finance and Management. 13, 2: 6179.
Dyson, A., Farrell, P. Polat, F., Hutcheson, G. and Gallannaugh, F. (2004). Inclusion and Pupil Achievement. Department for Education and Skills. Research Report 578. ISBN 1 84478 319 7. Report available on-line at: http://www.dfes.gov.uk/research/data/uploadfiles/ACFC9F.pdf.
Sofroniou, N. and Hutcheson, G. D. (2002). Confidence Intervals for the Predictions of Logistic Regression in the Presence and Absence of a Variance-Covariance Matrix. Understanding Statistics: Statistical Issues in Psychology, Education and the Social Sciences, 1, 1, 318.
Hutcheson, G. D. and Sofroniou, N. (1999). The Multivariate Social Scientist: Introductory statistics using generalized linear models. Sage Publications.
Henderson, M. M., Hutcheson, G. D. and Davies, J. B. (1996); Russian translation (1998). Alcohol and the Workplace. WHO Regional Office for Europe. World Health Organization Regional Publications, European Series, 67. ISBN: 92 890 1331 1.
Hutcheson, G. D., Henderson, M. M., and Davies, J. B. (1995). Alcohol in the Workplace: Costs and Responses. Department of Education and Employment Research Series No. 59. ISBN: 0 86392 460 3