Students’ approaches to learning in problem-based learning: Taking into account professional behavior in the tutorial groups, self-study time, and different assessment aspects

Abstract Problem-based learning (PBL) represents a major development in higher educational practice and is believed to promote deep learning in students. However, empirical findings on the promotion of deep learning in PBL remain unclear. The aim of the present study is to investigate the relationships between students’ approaches to learning (SAL) and academic achievement in a PBL environment, taking into account the role of self-study time and students’ professional behavior in the PBL tutorial groups. In addition, different knowledge categories that determine achievement (i.e., understanding of concepts, understanding of the principles that link concepts, and the linking of concepts and principles to conditions and procedures for application) were taken into account. A hypothesized structural equation model including these variables was tested. Results showed that the PBL students in this study reported more use of a surface compared to a deep approach to learning. The hypothesized model demonstrated an excellent fit of the model with the data. The relationship between SAL and academic achievement was mediated by self-study time and professional behavior. These findings imply that self-study time and professional behavior are crucial variables to take into account when studying SAL.

[1]  Kirsti Lonka,et al.  Studying in higher education: students' approaches to learning, self‐regulation, and cognitive strategies , 2006 .

[2]  N. Entwistle,et al.  Understanding Student Learning , 1983 .

[3]  D. Wong,et al.  Problem-Based Learning in Social Work: A Study of Student Learning Outcomes , 2007 .

[4]  Elizabeth R. Peterson,et al.  Conceptions of Learning and Knowledge in Higher Education: Relationships with Study Behaviour and Influences of Learning Environments. , 2004 .

[5]  J. Vermunt,et al.  Patterns in Student Learning: Relationships Between Learning Strategies, Conceptions of Learning, and Learning Orientations , 2004 .

[6]  Mien Segers,et al.  Influence of Redesigning a Learning Environment on Student Perceptions and Learning Strategies , 2005 .

[7]  J. H. Steiger.  Structural Model Evaluation and Modification: An Interval Estimation Approach. , 1990, Multivariate behavioral research.

[8]  Eric M. Anderman,et al.  International Guide to Student Achievement , 2013 .

[9]  F. Dochy,et al.  Using student-centred learning environments to stimulate deep approaches to learning: Factors encouraging or discouraging their effectiveness , 2010 .

[10]  George D. Kuh,et al.  The Effects of Discipline on Deep Approaches to Student Learning and College Outcomes , 2008 .

[11]  Gill Livingston,et al.  The effectiveness of problem‐based learning compared to traditional teaching in undergraduate psychiatry , 2004, Medical education.

[12]  D. Mackinnon,et al.  Tests of the Three-Path Mediated Effect , 2008 .

[13]  Barbara Dodd,et al.  Speech-language pathology students' approaches to learning in a problem-based learning curriculum , 2009, International journal of speech-language pathology.

[14]  H S Barrows,et al.  A taxonomy of problem‐based learning methods , 1986, Medical education.

[15]  D. Newble,et al.  The approaches to learning of students in a traditional and in an innovative problem‐based medical school , 1986, Medical education.

[16]  B. Thompson,et al.  EFFECTS OF SAMPLE SIZE, ESTIMATION METHODS, AND MODEL SPECIFICATION ON STRUCTURAL EQUATION MODELING FIT INDEXES , 1999 .

[17]  P Evans,et al.  Can we influence medical students’ approaches to learning? , 2005, Medical teacher.

[18]  Carol Johnston,et al.  Web‐delivered, problem‐based learning in organisational behaviour: a new form of CAOS , 2004 .

[19]  K. Anders Ericsson,et al.  Why study time does not predict grade point average across college students: Implications of deliberate practice for academic performance , 2005 .

[20]  F. Dochy,et al.  The relationship between students' approaches to learning and learning outcomes , 2005 .

[21]  Sofie M. M. Loyens,et al.  The impact of students' conceptions of constructivist assumptions on academic achievement and drop‐out , 2007 .

[22]  P. Petegem,et al.  Alternative data-analysis techniques in research on student learning: illustrations of a person-oriented and developmental perspectives , 2009 .

[23]  Margaret E. Gredler,et al.  Hiding in Plain Sight: The Stages of Mastery/Self-Regulation in Vygotsky's Cultural-Historical Theory , 2009 .

[24]  A. Furnham,et al.  Typical intellectual engagement, Big Five personality traits, approaches to learning and cognitive ability predictors of academic performance. , 2009, The British journal of educational psychology.

[25]  David Gijbels,et al.  The relationship between students’ approaches to learning and the assessment of learning outcomes , 2005 .

[26]  P. Bentler.  Comparative Fit Indices in Structural Models , 1990 .

[27]  Mien Segers,et al.  Redesigning a learning and assessment environment: The influence on students' perceptions of assessment demands and their learning strategies , 2006 .

[28]  H. Schmidt,et al.  Constructivist, Problem-Based Learning Does Work: A Meta-Analysis of Curricular Comparisons Involving a Single Medical School , 2009 .

[29]  Velda McCune,et al.  The Conceptual Bases of Study Strategy Inventories , 2004 .

[30]  D. A. Kenny,et al.  The moderator-mediator variable distinction in social psychological research: conceptual, strategic, and statistical considerations. , 1986, Journal of personality and social psychology.

[31]  Chris Hughes,et al.  Impact of a new integrated medicine program on students’ approaches to learning , 2009 .

[32]  Jan D. Vermunt,et al.  Powerful learning environments? How university students differ in their response to instructional measures , 2002 .

[33]  R. Tamblyn,et al.  Problem-based learning : an approach to medical education , 1980 .

[34]  Jennifer M. Case,et al.  Approaches to Learning , 2009 .

[35]  Rex B. Kline,et al.  Principles and Practice of Structural Equation Modeling , 1998 .

[36]  D. Watkins.  Correlates of approaches to learning: A cross-cultural meta-analysis. , 2001 .

[37]  G. Sadlo,et al.  Perceived academic quality and approaches to studying in the health professions , 2007, Medical teacher.

[38]  Gamze Sezgin Selçuk.  The effects of problem-based learning on pre-service teachers' achievement, approaches and attitudes towards learning physics , 2010 .

[39]  Andreas Fejes,et al.  Grading systems, features of assessment and students’ approaches to learning , 2009 .

[40]  Henk G. Schmidt,et al.  Relationships between students’ conceptions of constructivist learning and their regulation and processing strategies , 2008 .

[41]  D. Newble,et al.  The effect of assessments and examinations on the learning of medical students , 1983, Medical education.

[42]  G. Huon,et al.  Approaches to studying and academic performance in short-essay exams , 2004 .

[43]  Barry C. Dart,et al.  Students' Conceptions of Learning, the Classroom Environment, and Approaches to Learning , 2000 .

[44]  K Asha,et al.  Learning approaches of undergraduate medical students to physiology in a non-PBL- and partially PBL-oriented curriculum. , 2008, Advances in physiology education.

[45]  J Kieser,et al.  The influence of context on students' approaches to learning: a case study. , 2005, European journal of dental education : official journal of the Association for Dental Education in Europe.

[46]  Brenda Sugrue,et al.  A Theory‐Based Framework for Assessing Domainl‐Specific Problem‐Solving Ability , 2005 .

[47]  Anna Fyrenius,et al.  Student approaches to achieving understanding—approaches to learning revisited , 2007 .

[48]  Karen R. Harris,et al.  Application to learning and teaching , 2012 .

[49]  F. Cano,et al.  University students' achievement goals and approaches to learning in mathematics. , 2009, The British journal of educational psychology.

[50]  C R Coles,et al.  Differences between conventional and problem‐based curricula in their students' approaches to studying , 1985, Medical education.

[51]  Kwok Wai Chan,et al.  Construct validity and psychometric properties of the revised two-factor study process questionnaire (R-SPQ-2F) in the Hong Kong context , 2001 .

[52]  Cees van der Vleuten,et al.  Students' and teachers' perceptions of clinical assessment program: A qualitative study in a PBL curriculum , 2009, BMC Research Notes.

[53]  L. Tucker,et al.  A reliability coefficient for maximum likelihood factor analysis , 1973 .

[54]  Approaches to learning in a problem‐based medical programme: a developmental study , 1989 .

[55]  Peter J. Ward.  First year medical students' approaches to study and their outcomes in a gross anatomy course , 2011, Clinical anatomy.

[56]  G. Norman,et al.  Predicting doctor performance outcomes of curriculum interventions: problem‐based learning and continuing competence , 2008, Medical education.

[57]  M. Segers,et al.  Effects of problem-based learning: a meta- analysis , 2003 .

[58]  Jenny C. C. Chung *,et al.  Promoting student learning through a student‐centred problem‐based learning subject curriculum , 2004 .

[59]  Michele Groves,et al.  Problem-Based Learning and Learning Approach: Is There a Relationship? , 2005, Advances in health sciences education : theory and practice.

[60]  John T. E. Richardson,et al.  Approaches to Studying and Perceptions of the Academic Environment in Students Following Problem-Based and Subject-Based Curricula , 2003 .

[61]  J. Biggs,et al.  The revised two-factor Study Process Questionnaire: R-SPQ-2F. , 2001, The British journal of educational psychology.

[62]  P. Bentler,et al.  Cutoff criteria for fit indexes in covariance structure analysis : Conventional criteria versus new alternatives , 1999 .

[63]  Kristopher J Preacher,et al.  Asymptotic and resampling strategies for assessing and comparing indirect effects in multiple mediator models , 2008, Behavior research methods.

[64]  D. Dolmans,et al.  The relationship between learning style and learning environment , 2004, Medical education.

[65]  C. V. D. van der Vleuten,et al.  The Relation Between Time Spent on Individual Study and Academic Achievement in a Problem-Based Curriculum , 1998, Advances in health sciences education : theory and practice.

[66]  C. Hmelo‐Silver.  Problem-Based Learning: What and How Do Students Learn? , 2004 .

[67]  Peter Goodyear,et al.  Student experiences of problem-based learning in pharmacy: conceptions of learning, approaches to learning and the integration of face-to-face and on-line activities , 2008, Advances in health sciences education : theory and practice.

[68]  K. Scouller.  The influence of assessment method on students' learning approaches: Multiple choice question examination versus assignment essay , 1998 .

[69]  Agnes Tiwari,et al.  The effect of problem-based learning on students' approaches to learning in the context of clinical nursing education. , 2006, Nurse education today.

[70]  D. Wood,et al.  ABC of learning and teaching in medicine: Problem based learning , 2003 .

[71]  Velda McCune,et al.  Investigating ways of enhancing university teaching-learning environments: Measuring students' approaches to studying and perceptions of teaching , 2003 .

[72]  Björn B. de Koning,et al.  Generation Psy: Student characteristics and academic achievement in a three-year problem-based learning bachelor program , 2012 .

[73]  Michael Prosser,et al.  Students' experiences in studying for multiple choice question examinations , 1994 .

[74]  K. Lonka,et al.  Epistemologies, conceptions of learning, and study practices in medicine and psychology , 1996 .

[75]  Tracey Papinczak,et al.  Are deep strategic learners better suited to PBL? A preliminary study , 2009, Advances in health sciences education : theory and practice.

[76]  David Kember,et al.  Evaluating the effectiveness of educational innovations: Using the study process questionnaire to show that meaningful learning occurs , 1997 .

[77]  P. Bentler,et al.  Comparative fit indexes in structural models. , 1990, Psychological bulletin.

[78]  F. Marton,et al.  ON QUALITATIVE DIFFERENCES IN LEARNING: I—OUTCOME AND PROCESS* , 1976 .

[79]  B. Byrne.  Structural equation modeling with EQS : basic concepts, applications, and programming , 2000 .

[80]  Sari Lindblom-Ylänne,et al.  What Makes a Student Group Successful? Student-Student and Student-Teacher Interaction in a Problem-Based Learning Environment , 2003 .