Validation of a questionnaire to measure mathematics confidence, computer confidence, and attitudes to the use of technology for learning mathematics

Article

Fogarty, Gerard J., Cretchley, Patricia, Harman, Chris, Ellerton, Nerida and Konki, Nissim. 2001. "Validation of a questionnaire to measure mathematics confidence, computer confidence, and attitudes to the use of technology for learning mathematics." Mathematics Education Research Journal. 13 (2), pp. 154-160.
Article Title

Validation of a questionnaire to measure mathematics confidence, computer confidence, and attitudes to the use of technology for learning mathematics

ERA Journal ID20493
Article CategoryArticle
AuthorsFogarty, Gerard J. (Author), Cretchley, Patricia (Author), Harman, Chris (Author), Ellerton, Nerida (Author) and Konki, Nissim (Author)
Journal TitleMathematics Education Research Journal
Journal Citation13 (2), pp. 154-160
Year2001
PublisherSpringer
Place of PublicationWahroonga, Australia
ISSN1033-2170
Web Address (URL)http://www.merga.net.au/publications/index.html#MERJ
Abstract

[Abstract]: This study reports on the validation of a questionnaire designed to measure
general mathematics confidence, general confidence with using technology,
and attitudes to the use of technology for mathematics learning. A
questionnaire was administered to 289 students commencing a tertiary level
course on linear algebra and calculus. Scales formed on the basis of factor
analysis demonstrated high internal consistency reliability and divergent
validity. A repeat administration confirmed the earlier psychometric findings
as well as establishing good test-retest reliability. The resulting instrument
can be used to measure attitudinal factors that mediate the effective use of
technology in mathematics learning.

Keywordsvalidation, questionnaire, measure, measurement, mathematics confidence, computer confidence, technology confidence, attitudes, technology, mathematics learning, tertiary
ANZSRC Field of Research 2020390405. Educational technology and computing
390109. Mathematics and numeracy curriculum and pedagogy
390402. Education assessment and evaluation
Public Notes

File reproduced in accordance with the copyright policy of the publisher/author.

Byline AffiliationsDepartment of Psychology
Department of Mathematics and Computing
Faculty of Education
University of Southern Queensland
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Research on the Progressive Achievement Tests and academic achievement in secondary schools
Fogarty, Gerard J.. 2007. Research on the Progressive Achievement Tests and academic achievement in secondary schools. Melbourne, Australia. Australian Council for Educational Research.
The accident risk management questionnaire (ARM-Q): a report on two validation studies
Fogarty, Gerard J. and Shardlow, Todd. 2004. "The accident risk management questionnaire (ARM-Q): a report on two validation studies." Katsikitis, Mary (ed.) 39th Australian Psychological Society Annual Conference 2004. Sydney, Australia 29 Sep - 03 Oct 2004 Melbourne, Australia.
Predicting absenteeism and turnover intentions in the health professions
Albion, Majella J., Fogarty, Gerard J., Machin, M. Anthony and Patrick, Jeff. 2008. "Predicting absenteeism and turnover intentions in the health professions." Australian Health Review. 32 (2), pp. 271-281. https://doi.org/10.1071/AH080271
Secondary-tertiary transition: what mathematics skills can and should we expect this decade?
Jourdan, Nic, Cretchley, Patricia and Passmore, Tim. 2007. "Secondary-tertiary transition: what mathematics skills can and should we expect this decade?" Watson, Jane and Beswick, Kim (ed.) 30th Annual conference of the Mathematics Education Research Group of Australasia (MERGA30). Hobart, Australia 02 - 06 Jul 2007 Adelaide, South Australia.
MATLAB in early undergraduate mathematics: an investigation into the effects of scientific software learning
Cretchley, Patricia, Harman, Chris, Ellerton, Nerida and Fogarty, Gerard. 2000. "MATLAB in early undergraduate mathematics: an investigation into the effects of scientific software learning." Mathematics Education Research Journal. 12 (3), pp. 219-233.
Motivation for youth participation in sport and physical activity: relationships to culture, self-reported activity levels, and gender
Weinberg, Robert, Tenenbaum, Gershon, McKenzie, Alex, Jackson, Susan, Anshel, Mark, Grove, Robert and Fogarty, Gerald. 2000. "Motivation for youth participation in sport and physical activity: relationships to culture, self-reported activity levels, and gender." International Journal of Sport Psychology. 31, pp. 321-346.
The effects of self-efficacy, motivation to transfer, and situational constraints on transfer intentions and transfer of training
Machin, Michael A. and Fogarty, Gerard J.. 1997. "The effects of self-efficacy, motivation to transfer, and situational constraints on transfer intentions and transfer of training." Performance Improvement Quarterly. 10 (2), pp. 98-115.
Students and software: tales of anxiety, songs of support
Cretchley, Patricia. 2005. "Students and software: tales of anxiety, songs of support." Chick, Helen L. and Vincent, Jill L. (ed.) PME29: Learners and Learning Environments. Melbourne, Australia 10 - 15 Jul 2005 Melbourne, Australia.
Within-group norming: Just because it might be legal, doesn't mean we should do it
Fogarty, G.. 2003. "Within-group norming: Just because it might be legal, doesn't mean we should do it." Reddy , P., Langan-Fox, J. and Code, S. (ed.) 5th Australian Industrial and Organisational Psychology Conference 2003: Advancing Creative Solutions in Science and Practice. Melbourne, Australia 26 - 29 Jun 2003 United Kingdom.
The influence of transfer climate and transfer enhancement activities on the implementation of aviation team training
Machin, M. A. and Fogarty, G. J.. 1999. "The influence of transfer climate and transfer enhancement activities on the implementation of aviation team training." Crassini, B. (ed.) 3rd Australian Industrial and Organisational Psychology Conference 1999. Brisbane, Australia 26 - 27 Jun 1999 Melbourne, Australia.
Calibration in tennis: the role of feedback and expertise
Fogarty, Gerard J. and Ross, Anthony. 2007. "Calibration in tennis: the role of feedback and expertise." Moore, Kate (ed.) 42nd Australian Psychological Society Annual Conference 2007. Brisbane, Australia 25 - 29 Sep 2007 Melbourne, Australia.
Construct validity of the profile of mood states - adolescents for use with adults
Terry, Peter C., Lane, Andrew M. and Fogarty, Gerard J.. 2003. "Construct validity of the profile of mood states - adolescents for use with adults." Psychology of Sport and Exercise. 4 (2), pp. 125-139.
Calculus demonstrations using Matlab
Dunn, Peter K. and Harman, Chris. 2002. "Calculus demonstrations using Matlab." International Journal of Mathematical Education in Science and Technology. 33 (4), pp. 584-596. https://doi.org/10.1080/002073902320300856
Balancing the scales of confidence: computers in early undergraduate mathematics learning
Cretchley, Patricia C. and Harman, Christopher J.. 2001. "Balancing the scales of confidence: computers in early undergraduate mathematics learning." Quaestiones Mathematicae.
Technology and hand calculation in the new e-math generation: how do they learn? How should we teach?
Cretchley, P.. 2001. "Technology and hand calculation in the new e-math generation: how do they learn? How should we teach?" Quaestiones Mathematicae. 24 (Supplement), pp. 159-167.
Mathematics, computers and umbilical cords
Cretchley, Patricia and Galbraith, P.. 2003. "Mathematics, computers and umbilical cords." New Zealand Journal of Mathematics. 32 (Supplement), pp. 37-46.
Determinants of perceived usefulness and perceived ease of use in the technology acceptance model: senior consumers' adoption of self-service banking Technologies
Rose, Janelle and Fogarty, Gerard J.. 2006. "Determinants of perceived usefulness and perceived ease of use in the technology acceptance model: senior consumers' adoption of self-service banking Technologies ." Ogunmokun, Gabriel, Gabbay, Rony and Rose, Janelle (ed.) 2nd Biennial Conference of the Academy of World Business, Marketing and Management Development: Business Across Borders in the 21st Century. Paris, France 10 - 13 Jul 2006 Perth, Western Australia.
Competing tasks as an index of intelligence
Fogarty, Gerard J. and Stankov, Lazar. 1982. "Competing tasks as an index of intelligence." Personality and Individual Differences. 3, pp. 407-422.
Timesharing in relation to broad ability domains
Fogarty, Gerard J.. 1987. "Timesharing in relation to broad ability domains." Intelligence. 11 (3), pp. 207-231. https://doi.org/10.1016/0160-2896(87)90007-9
Financial literacy: a psychologist's perspective on an emerging societal problem in Australia
Fogarty, Gerard J. and MacCarthy, Karina. 2006. "Financial literacy: a psychologist's perspective on an emerging societal problem in Australia." Katsikitis, Mary (ed.) Psychology Bridging the Tasman: Science, Culture and Practice 2006. Auckland, New Zealand 26 - 30 Sep 2006 Melbourne, Australia.
Abilities involved in performance on competing tasks
Fogarty, Gerard J. and Stankov, Lazar. 1988. "Abilities involved in performance on competing tasks." Personality and Individual Differences. 9 (1), pp. 35-49. https://doi.org/10.1016/0191-8869(88)90028-1
Developing a model to predict aircraft maintenance performance
Fogarty, Gerard J., Saunders, Robert and Collyer, Robert. 1999. "Developing a model to predict aircraft maintenance performance." Jensen, Richard (ed.) The Proceedings of the 10th International Symposium on Aviation Psychology. Columbus, Ohio. Ohio State University Press. pp. 1-6
Psychological skills training in golf: the role of individual differences in cognitive preferences
Thomas, Patrick R. and Fogarty, Gerard J.. 1997. "Psychological skills training in golf: the role of individual differences in cognitive preferences." The Sport Psychologist. 11 (1), pp. 86-106.
Response bias in computerized tests
Fogarty, Gerard J.. 1999. "Response bias in computerized tests." South Pacific Journal of Psychology. 10 (2), pp. 71-80.
A comparison of measures of preferred processing style: method or trait variance?
Fogarty, Gerard J. and Burton, Lorelle J.. 1996. "A comparison of measures of preferred processing style: method or trait variance?" Journal of Mental Imagery. 20 (3-4), pp. 87-112.
Differences between values of Australian Aboriginal and non-Aboriginal students
Fogarty, Gerard J. and White, Colin. 1994. "Differences between values of Australian Aboriginal and non-Aboriginal students." Journal of Cross-Cultural Psychology. 25 (3), pp. 394-408.
Educational implications of the values held by Australian Aboriginal students
White, Colin and Fogarty, Gerard J.. 2001. "Educational implications of the values held by Australian Aboriginal students." Journal of College Student Retention: Research, Theory and Practice. 2 (3), pp. 253-270.
The nature of stressors experienced by people with an intellectual disability
Bramston, Paul, Fogarty, Gerard J. and Cummins, Robert A.. 1999. "The nature of stressors experienced by people with an intellectual disability." Journal of Applied Research in Intellectual Disabilities. 12 (1), pp. 1-10.
Using the Personal Orientation Inventory to measure change in student self-actualisation
Fogarty, Gerard J.. 1994. "Using the Personal Orientation Inventory to measure change in student self-actualisation ." Personality and Individual Differences. 17 (3), pp. 435-439. https://doi.org/10.1016/0191-8869(94)90290-9
The assessment of emotional distress experienced by people with mild intellectual disabilities: a study of different methodologies
Bramston, Paul and Fogarty, Gerard J.. 2000. "The assessment of emotional distress experienced by people with mild intellectual disabilities: a study of different methodologies." Research in Developmental Disabilities. 21 (6), pp. 487-500.
Validation of the factor structure of the Interactions with Disabled Persons Scale.
Forlin, C., Fogarty, Gerard J. and Carroll, Annemaree. 1999. "Validation of the factor structure of the Interactions with Disabled Persons Scale." Australian Journal of Psychology. 51 (1), pp. 50-55.
Principles and applications of educational and psychological testing
Fogarty, Gerard J.. 1999. "Principles and applications of educational and psychological testing." Athanasou, J. (ed.) Adult educational psychology. Sydney, Australia. Social Science Press (Thomson Learning). pp. 375-408
Measuring stress in the mildly intellectually handicapped: the factorial structure of the Subjective Stress Scale
Bramston, Paul and Fogarty, Gerard J.. 1995. "Measuring stress in the mildly intellectually handicapped: the factorial structure of the Subjective Stress Scale." Research in Developmental Disabilities. 16 (2), pp. 117-131.
Validation of the lifestress inventory for people with a mild intellectual disability
Fogarty, Gerard J., Bramston, Paul and Cummins, Robert A.. 1997. "Validation of the lifestress inventory for people with a mild intellectual disability." Research in Developmental Disabilities. 18 (6), pp. 435-456.
The factor structure of visual imagery and spatial abilities
Burton, Lorelle J. and Fogarty, Gerard J.. 2003. "The factor structure of visual imagery and spatial abilities." Intelligence. 31 (3), pp. 289-318.
Time discounting in relation to career preferences
Saunders, Robert and Fogarty, Gerard J.. 2001. "Time discounting in relation to career preferences ." Journal of Vocational Behavior. 58 (1), pp. 118-126. https://doi.org/10.1006/jvbe.2000.1758
Congruence as a predictor of occupational stress
Sutherland, Lynette F., Fogarty, Gerard J. and Pithers, Robert T.. 1995. "Congruence as a predictor of occupational stress." Journal of Vocational Behavior. 46 (3), pp. 292-309.
Predicting occupational strain and job satisfaction: the role of stress, coping, personality, and affectivity variables
Fogarty, Gerard J., Machin, M. Anthony, Albion, Majella J., Sutherland, Lynette F., Lalor, Gabrielle I. and Revitt, Susan. 1999. "Predicting occupational strain and job satisfaction: the role of stress, coping, personality, and affectivity variables." Journal of Vocational Behavior. 54 (3), pp. 429-452. https://doi.org/10.1006/jvbe.1998.1670
Predicting aural performance in a tertiary music training programme
Buttsworth, Louise M., Fogarty, Gerard J. and Rorke, Peter C.. 1993. "Predicting aural performance in a tertiary music training programme." Psychology of Music. 21 (2), pp. 114-126.
Performance calibration in sport: implications for self-confidence and metacognitive biases
Fogarty, Gerard J. and Else, David. 2005. "Performance calibration in sport: implications for self-confidence and metacognitive biases." International Journal of Sport and Exercise Psychology. 3 (1), pp. 41-57.
Moving with the times: keeping up with trends in statistical analysis and research design
Tenenbaum, Gershon and Fogarty, Gerard J.. 1999. "Moving with the times: keeping up with trends in statistical analysis and research design." Lidor, Ronnie and Bar-Eli, Michael (ed.) Sport psychology: linking theory and practice. Morgantown, WV, United States. Fitness Information Technology. pp. 59-79
Learning styles among mature age students: some comments on the approaches to studying inventory (ASI-S)
Fogarty, Gerard J. and Taylor, Janet A.. 1997. "Learning styles among mature age students: some comments on the approaches to studying inventory (ASI-S)." Higher Education Research and Development. 16 (3), pp. 321-330. https://doi.org/10.1080/0729436970160306
Intelligence: theories and issues
Fogarty, Gerard J.. 1999. "Intelligence: theories and issues." Athanasou, J. (ed.) Adult educational psychology. Sydney, Australia. Social Science Press (Thomson Learning). pp. 183-210
The contribution to immediate serial recall of rehearsal, search speed, access to lexical memory, and phonological coding: an investigation at the construct level
Tehan, Gerald, Fogarty, Gerard J. and Ryan, Katherine. 2004. "The contribution to immediate serial recall of rehearsal, search speed, access to lexical memory, and phonological coding: an investigation at the construct level." Memory and Cognition. 32 (5), pp. 711-721.
The flow experience: a Rasch analysis of Jackson's Flow State Scale
Tenenbaum, Gershon, Fogarty, Gerard J. and Jackson, Susan. 1999. "The flow experience: a Rasch analysis of Jackson's Flow State Scale." Journal of Outcome Measurement. 3 (3), pp. 278-294.
The role of organizational and individual variables in aircraft maintenance performance
Fogarty, Gerard J.. 2004. "The role of organizational and individual variables in aircraft maintenance performance." International Journal of Applied Aviation Studies. 4 (1), pp. 73-90.
Challenging the 'Law of diminishing returns'
Fogarty, Gerard J. and Stankov, Lazar. 1995. "Challenging the 'Law of diminishing returns'." Intelligence. 21 (2), pp. 157-176.
Assessing intonation skills in a tertiary music training programme
Fogarty, Gerard J., Buttsworth, Louise M. and Gearing, Phillip J.. 1996. "Assessing intonation skills in a tertiary music training programme." Psychology of Music. 24, pp. 157-170.
The war on error: psychology and aviation maintenance
Fogarty, Gerard J.. 2005. "The war on error: psychology and aviation maintenance." Murphy, Peter J. (ed.) Focus on human factors in aviation. Canberra, Australia. Australian Defence Force Directorate of Flying Safety. pp. 78-82
Senior consumers' acceptance and adoption of self-service banking technologies: an Australian study
Rose, Janelle and Fogarty, Gerard J.. 2005. "Senior consumers' acceptance and adoption of self-service banking technologies: an Australian study." SERVIG Research Conference 2005. Singapore 02 - 04 Jun 2005 Singapore.
Predicting performance on a situational judgement test: the role of communication skills, listening skills, and expertise
Strahan, Jeanne, Fogarty, Gerard J. and Machin, M. Anthony. 2005. "Predicting performance on a situational judgement test: the role of communication skills, listening skills, and expertise." Katsikitis, Mary (ed.) 40th Australian Psychological Society Annual Conference 2005. Melbourne, Australia 28 Sep - 02 Oct 2005 Melbourne, Australia.
Mathematics and dumping lectures?: another perspective on the shift towards learner pragmatism
Cretchley, Patricia. 2005. "Mathematics and dumping lectures?: another perspective on the shift towards learner pragmatism." Bulmer, Michael, MacGillivray, Helen and Varsavsky, Cristina (ed.) Kingfisher Delta '05: 5th Southern Hemisphere Conference on Undergraduate Mathematics and Statistics Teaching and Learning. Fraser Island, Australia 22 - 26 Nov 2005 Brisbane, Australia.
The relationship of work support and work demands to individual outcomes and absenteeism of rural nurses
Machin, M. Anthony, Fogarty, Gerard J. and Albion, Majella J.. 2004. "The relationship of work support and work demands to individual outcomes and absenteeism of rural nurses." 36th Australian Psychological Society Annual Conference. Adelaide, Australia 21 - 24 Sep 2001
Assessing the antecedents of transfer intentions in a training context
Machin, M. Anthony and Fogarty, Gerard J.. 2004. "Assessing the antecedents of transfer intentions in a training context." International Journal of Training and Development. 8 (3), pp. 222-236.
Assessing schematic knowledge of introductory probability theory
Birney, Damian P., Fogarty, Gerard J. and Plank, Ashley. 2005. "Assessing schematic knowledge of introductory probability theory." Instructional Science. 33 (4), pp. 341-366. https://doi.org/10.1007/s11251-005-3198-7
Career decision making for young elite athletes: are we ahead on points?
Albion, Majella J. and Fogarty, Gerard J.. 2005. "Career decision making for young elite athletes: are we ahead on points?" Australian Journal of Career Development. 14 (1), pp. 51-62.
Benchmarking occupational stressors and strain levels for rural nurses and other health sector workers
Albion, Majella J., Fogarty, Gerard J. and Machin, M. Anthony. 2005. "Benchmarking occupational stressors and strain levels for rural nurses and other health sector workers." Journal of Nursing Management. 13 (5), pp. 411-418. https://doi.org/10.1111/j.1365-2834.2005.00538.x
Validation of a computer user satisfaction questionnaire to measure IS success in small business
Armstrong, Bruce, Fogarty, Gerard J., Dingsdag, Don and Dimbleby, Julian. 2005. "Validation of a computer user satisfaction questionnaire to measure IS success in small business." Journal of Research and Practice in Information Technology. 37 (1), pp. 27-42.
Psychological strain mediates the impact of safety climate on maintenance errors
Fogarty, Gerard J.. 2005. "Psychological strain mediates the impact of safety climate on maintenance errors." International Journal of Applied Aviation Studies. 5 (1), pp. 53-64.
Mature Australian consumers' adoption and consumption of self-service banking technologies
McPhail, Janelle and Fogarty, Gerard. 2004. "Mature Australian consumers' adoption and consumption of self-service banking technologies." Journal of Financial Services Marketing. 8 (4), pp. 302-313.
Safety climate and the theory of planned behaviour: towards the prediction of unsafe behaviour
Fogarty, Gerard J. and Shaw, Andrew. 2003. "Safety climate and the theory of planned behaviour: towards the prediction of unsafe behaviour." Reddy, P., Langan-Fox, J. and Code, S. (ed.) 5th Australian Industrial and Organisational Psychology Conference 2003: Advancing Creative Solutions in Science and Practice. Melbourne, Australia 26 - 29 Jun 2003 Melbourne, Australia.
Errors, violations, and reporting behaviour in aviation maintenance
Fogarty, Gerard J.. 2003. "Errors, violations, and reporting behaviour in aviation maintenance." Jensen, Richard (ed.) Proceedings of the 12th International Symposium on Aviation Psychology. Dayton, Ohio. Ohio State University Press. pp. 385-390
Modelling errors and violations in high-risk industries
Fogarty, Gerard J. and Worth, Elizabeth. 2003. "Modelling errors and violations in high-risk industries." Katsikitis, Mary (ed.) Proceedings of the 38th Australian Psychological Society Annual Conference. Melbourne, Australia. Australian Psychological Society. pp. 65-69
Confidence in cognition and intrapersonal perception: do we know what we think we know about our own cognitive performance and personality traits?
Baker, Sandra F. and Fogarty, Gerard J.. 2004. "Confidence in cognition and intrapersonal perception: do we know what we think we know about our own cognitive performance and personality traits?" Katsikitis, Mary (ed.) Proceedings of the 39th Australian Psychological Society Annual Conference: Psychological Science in Action. Melbourne, Australia. Australian Psychological Society. pp. 24-28
Analysing Problem Solving Behaviour of Successful and Unsuccessful Statistics Students
Hauff, Helen M. and Fogarty, Gerard J.. 1996. "Analysing Problem Solving Behaviour of Successful and Unsuccessful Statistics Students." Instructional Science. 24 (6), pp. 397-409. https://doi.org/10.1007/BF00125577
Does computer confidence relate to levels of achievement in ICT-enriched learning models?
Cretchley, P.. 2005. "Does computer confidence relate to levels of achievement in ICT-enriched learning models?" 8th IFIP World Conference on Computers in Education (WCCE 2005): 40 Years of Computers in Education: What Works?. Stellenbosch, South Africa 04 - 07 Jul 2005 South Africa.