Factors affecting timely completion of a PhD: a complex systems approach
<em>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 conc...
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2012-12-01
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doaj-aaae648f27764093b8ded21f1486eecc2020-11-25T00:39:16ZengIndiana University Office of Scholarly PublishingJournal of the Scholarship of Teaching and Learning1527-93162012-12-01124124135Factors affecting timely completion of a PhD: a complex systems approachJegar PitchforthStephanie BeamesAleysha ThomasMatthew FalkCharisse FarrSusan GassonSri Astuti ThamrinKerrie Mengersen<em>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. </em>http://josotl.indiana.edu/article/view/3144bayesian network, graduation, skills, environment, personal, project |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Jegar Pitchforth Stephanie Beames Aleysha Thomas Matthew Falk Charisse Farr Susan Gasson Sri Astuti Thamrin Kerrie Mengersen |
spellingShingle |
Jegar Pitchforth Stephanie Beames Aleysha Thomas Matthew Falk Charisse Farr Susan Gasson Sri Astuti Thamrin Kerrie Mengersen Factors affecting timely completion of a PhD: a complex systems approach Journal of the Scholarship of Teaching and Learning bayesian network, graduation, skills, environment, personal, project |
author_facet |
Jegar Pitchforth Stephanie Beames Aleysha Thomas Matthew Falk Charisse Farr Susan Gasson Sri Astuti Thamrin Kerrie Mengersen |
author_sort |
Jegar Pitchforth |
title |
Factors affecting timely completion of a PhD: a complex systems approach |
title_short |
Factors affecting timely completion of a PhD: a complex systems approach |
title_full |
Factors affecting timely completion of a PhD: a complex systems approach |
title_fullStr |
Factors affecting timely completion of a PhD: a complex systems approach |
title_full_unstemmed |
Factors affecting timely completion of a PhD: a complex systems approach |
title_sort |
factors affecting timely completion of a phd: a complex systems approach |
publisher |
Indiana University Office of Scholarly Publishing |
series |
Journal of the Scholarship of Teaching and Learning |
issn |
1527-9316 |
publishDate |
2012-12-01 |
description |
<em>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. </em> |
topic |
bayesian network, graduation, skills, environment, personal, project |
url |
http://josotl.indiana.edu/article/view/3144 |
work_keys_str_mv |
AT jegarpitchforth factorsaffectingtimelycompletionofaphdacomplexsystemsapproach AT stephaniebeames factorsaffectingtimelycompletionofaphdacomplexsystemsapproach AT aleyshathomas factorsaffectingtimelycompletionofaphdacomplexsystemsapproach AT matthewfalk factorsaffectingtimelycompletionofaphdacomplexsystemsapproach AT charissefarr factorsaffectingtimelycompletionofaphdacomplexsystemsapproach AT susangasson factorsaffectingtimelycompletionofaphdacomplexsystemsapproach AT sriastutithamrin factorsaffectingtimelycompletionofaphdacomplexsystemsapproach AT kerriemengersen factorsaffectingtimelycompletionofaphdacomplexsystemsapproach |
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