Factors affecting timely completion of a PhD: a complex systems approach

Article


Pitchforth, Jegar, Beames, Stephanie, Thomas, Aleysha, Falk, Matthew, Farr, Charisse, Gasson, Susan, Thamrin, Sri Astuti and Mengersen, Kerrie. 2012. "Factors affecting timely completion of a PhD: a complex systems approach." Journal of the Scholarship of Teaching and Learning. 12 (4), pp. 124-135.
Article Title

Factors affecting timely completion of a PhD: a complex
systems approach

ERA Journal ID20371
Article CategoryArticle
AuthorsPitchforth, Jegar (Author), Beames, Stephanie (Author), Thomas, Aleysha (Author), Falk, Matthew (Author), Farr, Charisse (Author), Gasson, Susan (Author), Thamrin, Sri Astuti (Author) and Mengersen, Kerrie (Author)
Journal TitleJournal of the Scholarship of Teaching and Learning
Journal Citation12 (4), pp. 124-135
Number of Pages12
Year2012
Place of PublicationUnited States
ISSN1527-9316
Web Address (URL)https://scholarworks.iu.edu/journals/index.php/josotl/article/view/3144
Abstract

Completing a PhD on time is a complex process, influenced by many interacting factors. In this paper we take a Bayesian Network approach to analyzing the factors perceived to be important in achieving this aim. Focusing on a single research group in Mathematical Sciences, we develop a conceptual model to describe the factors considered to be important to students and then quantify the network based on five individual perspectives: the students, a supervisor and a university research students centre manager. The resultant network comprised 37 factors and 40 connections, with an overall probability of timely completion of between 0.6 and 0.8. Across all participants, the four factors that were considered to most directly influence timely completion were personal aspects, the research environment, the research project, and incoming skills.

Keywordsbayesian network, graduation, skills, environment, personal, project
ANZSRC Field of Research 2020490599. Statistics not elsewhere classified
Byline AffiliationsQueensland University of Technology
Institution of OriginUniversity of Southern Queensland
Permalink -

https://research.usq.edu.au/item/q5262/factors-affecting-timely-completion-of-a-phd-a-complex-systems-approach

Download files


Published Version
  • 221
    total views
  • 42
    total downloads
  • 1
    views this month
  • 0
    downloads this month

Export as

Related outputs

Geographical and spatial variations in bowel cancer screening participation, Australia, 2015–2020
Dasgupta, Paramita, Cameron, Jessica K., Goodwin, Belinda, Cramb, Susanna M., Mengersen, Kerrie, Aitken, Joanne F. and Baade, Peter D.. 2023. "Geographical and spatial variations in bowel cancer screening participation, Australia, 2015–2020." PLoS One. 18 (7). https://doi.org/10.1371/journal.pone.0288992
Geographical and spatial disparities in the incidence and survival of rare cancers in Australia
Dasgupta, Paramita, Cameron, Jessica K., Cramb, Susanna M., Trevithick, Richard W., Aitken, Joanne F., Mengersen, Kerrie and Baade, Peter D.. 2023. "Geographical and spatial disparities in the incidence and survival of rare cancers in Australia." International Journal of Cancer. 152 (8), pp. 1601-1612. https://doi.org/10.1002/ijc.34395
Geographic distribution of malignant mesothelioma incidence and survival in Australia
Cameron, Jessica K., Aitken, Joanne, Reid, Alison, Mengersen, Kerrie, Cramb, Susanna, Preston, Paige, Armstrong, Bruce and Baade, Peter. 2022. "Geographic distribution of malignant mesothelioma incidence and survival in Australia." Lung Cancer. 167, pp. 17-24. https://doi.org/10.1016/j.lungcan.2022.03.017
An intuitive dashboard for Bayesian Network inference
Reddy, Vikas, Farr, Anna Charisse, Wu, Paul, Mengersen, Kerrie and Yarlagadda, Prasad K. D. V.. 2014. "An intuitive dashboard for Bayesian Network inference." 2nd International Conference on Mathematical Modeling in Physical Sciences (IC-MSQUARE 2013). Prague, Czech Republic 01 - 05 Sep 2013 Bristol, United Kingdom. https://doi.org/10.1088/1742-6596/490/1/012023
Combining Opinions for Use in Bayesian Networks: A Measurement Error Approach
Farr, A. Charisse, Mengersen, Kerrie, Ruggeri, Fabrizio, Simpson, Daniel, Wu, Paul and Yarlagadda, Prasad. 2020. "Combining Opinions for Use in Bayesian Networks: A Measurement Error Approach." International Statistical Review. 88 (2), pp. 335-353. https://doi.org/10.1111/insr.12350
A mathematical model of Chlamydial infection incorporating movement of Chlamydial particles
Mallet, D. G., Bagher-Oskouei, M., Farr, A. C., Simpson, D. P. and Sutton, K. J.. 2013. "A mathematical model of Chlamydial infection incorporating movement of Chlamydial particles." Bulletin of Mathematical Biology. 75 (11), pp. 2257-2270. https://doi.org/10.1007/s11538-013-9891-9
Wayfinding: a simple concept, a complex process
Farr, Anna Charisse, Kleinschmidt, Tristan, Yarlagadda, Prasad and Mengersen, Kerrie. 2012. "Wayfinding: a simple concept, a complex process." Transport Reviews. 32 (6), pp. 715-743. https://doi.org/10.1080/01441647.2012.712555
Prior and Posterior Linear Pooling for Combining Expert Opinions: Uses and Impact on Bayesian Networks—The Case of the Wayfinding Model
Farr, Charisse, Ruggeri, Fabrizio and Mengersen, Kerrie. 2018. "Prior and Posterior Linear Pooling for Combining Expert Opinions: Uses and Impact on Bayesian Networks—The Case of the Wayfinding Model." Entropy: international and interdisciplinary journal of entropy and information studies. 20 (3), pp. 1-14. https://doi.org/10.3390/e20030209
Factors Influencing the Success of Culturally and Linguistically Diverse Students in Engineering and Information Technology
Yarlagadda, Prasad KDV, Sharma, Jyoti, Silva, Pujitha, Woodman, Karen, Pitchforth, Jegar and Mengersen, Kerrie. 2018. "Factors Influencing the Success of Culturally and Linguistically Diverse Students in Engineering and Information Technology." International Journal of Engineering Education. 34 (4), pp. 1384-1399.
Trans-Pacific doctoral success – a collaborative cohort model
Partridge, Helen, Bruce, Christine, Hirsh, Sandra, Haycock, Ken, Edwards, Sylvia, Stenstrom, Cheryl and Gasson, Susan. 2016. "Trans-Pacific doctoral success – a collaborative cohort model ." Picard, Michelle and McCulloch, Alistair (ed.) 12th Biennial Quality in Postgraduate Research Conference (QPR 2016). Adelaide, Australia 20 - 22 Apr 2016 Adelaide, South Australia.
A Bayesian Network-based customer satisfaction model: a tool for management decisions in railway transport
Chakraborty, Subrata, Mengersen, Kerrie, Fidge, Colin, Ma, Lin and Lassen, David. 2016. "A Bayesian Network-based customer satisfaction model: a tool for management decisions in railway transport." Decision Analytics. 3 (4), pp. 1-24. https://doi.org/10.1186/s40165-016-0021-2
Multifaceted modelling of complex business enterprises
Chakraborty, Subrata, Mengersen, Kerrie, Fidge, Colin, Ma, Lin and Lassen, David. 2015. "Multifaceted modelling of complex business enterprises." PLoS One. 10 (8). https://doi.org/10.1371/journal.pone.0134052
Investigating effective wayfinding in airports: a Bayesian Network approach
Farr, Anna Charisse, Kleinschmidt, Tristan, Johnson, Sandra, Yarlagadda, Prasad and Mengersen, Kerrie. 2014. "Investigating effective wayfinding in airports: a Bayesian Network approach." Transport. 29 (1), pp. 90-99. https://doi.org/10.3846/16484142.2014.898695