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Published in: Implementation Science 1/2007

Open Access 01-12-2007 | Research article

Applying psychological theories to evidence-based clinical practice: Identifying factors predictive of managing upper respiratory tract infections without antibiotics

Authors: Martin P Eccles, Jeremy M Grimshaw, Marie Johnston, Nick Steen, Nigel B Pitts, Ruth Thomas, Elizabeth Glidewell, Graeme Maclennan, Debbie Bonetti, Anne Walker

Published in: Implementation Science | Issue 1/2007

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Abstract

Background

Psychological models can be used to understand and predict behaviour in a wide range of settings. However, they have not been consistently applied to health professional behaviours, and the contribution of differing theories is not clear. The aim of this study was to explore the usefulness of a range of psychological theories to predict health professional behaviour relating to management of upper respiratory tract infections (URTIs) without antibiotics.

Methods

Psychological measures were collected by postal questionnaire survey from a random sample of general practitioners (GPs) in Scotland. The outcome measures were clinical behaviour (using antibiotic prescription rates as a proxy indicator), behavioural simulation (scenario-based decisions to managing URTI with or without antibiotics) and behavioural intention (general intention to managing URTI without antibiotics). Explanatory variables were the constructs within the following theories: Theory of Planned Behaviour (TPB), Social Cognitive Theory (SCT), Common Sense Self-Regulation Model (CS-SRM), Operant Learning Theory (OLT), Implementation Intention (II), Stage Model (SM), and knowledge (a non-theoretical construct). For each outcome measure, multiple regression analysis was used to examine the predictive value of each theoretical model individually. Following this 'theory level' analysis, a 'cross theory' analysis was conducted to investigate the combined predictive value of all significant individual constructs across theories.

Results

All theories were tested, but only significant results are presented. When predicting behaviour, at the theory level, OLT explained 6% of the variance and, in a cross theory analysis, OLT 'evidence of habitual behaviour' also explained 6%. When predicting behavioural simulation, at the theory level, the proportion of variance explained was: TPB, 31%; SCT, 26%; II, 6%; OLT, 24%. GPs who reported having already decided to change their management to try to avoid the use of antibiotics made significantly fewer scenario-based decisions to prescribe. In the cross theory analysis, perceived behavioural control (TPB), evidence of habitual behaviour (OLT), CS-SRM cause (chance/bad luck), and intention entered the equation, together explaining 36% of the variance. When predicting intention, at the theory level, the proportion of variance explained was: TPB, 30%; SCT, 29%; CS-SRM 27%; OLT, 43%. GPs who reported that they had already decided to change their management to try to avoid the use of antibiotics had a significantly higher intention to manage URTIs without prescribing antibiotics. In the cross theory analysis, OLT evidence of habitual behaviour, TPB attitudes, risk perception, CS-SRM control by doctor, TPB perceived behavioural control and CS-SRM control by treatment entered the equation, together explaining 49% of the variance in intention.

Conclusion

The study provides evidence that psychological models can be useful in understanding and predicting clinical behaviour. Taking a theory-based approach enables the creation of a replicable methodology for identifying factors that predict clinical behaviour. However, a number of conceptual and methodological challenges remain.
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Literature
1.
go back to reference Seddon ME, Marshall MN, Campbell SM, Roland MO: Systematic review of studies of quality of clinical care in general practice in the UK, Australia and New Zealand. QHC. 2001, 10: 152-158. 10.1136/qhc.0100152...PubMedPubMedCentral Seddon ME, Marshall MN, Campbell SM, Roland MO: Systematic review of studies of quality of clinical care in general practice in the UK, Australia and New Zealand. QHC. 2001, 10: 152-158. 10.1136/qhc.0100152...PubMedPubMedCentral
2.
go back to reference Schuster M, McGlynn E, Brook RH: How good is the quality of health care in the United States?. Milbank Q. 1998, 76: 563-10.1111/1468-0009.00105.CrossRef Schuster M, McGlynn E, Brook RH: How good is the quality of health care in the United States?. Milbank Q. 1998, 76: 563-10.1111/1468-0009.00105.CrossRef
3.
go back to reference Grol R: Improving the quality of medical care. Building bridges among professional pride, payer profit, and patient satisfaction. JAMA. 2001, 286: 2578-2585. 10.1001/jama.286.20.2578.CrossRefPubMed Grol R: Improving the quality of medical care. Building bridges among professional pride, payer profit, and patient satisfaction. JAMA. 2001, 286: 2578-2585. 10.1001/jama.286.20.2578.CrossRefPubMed
4.
go back to reference McCormick A, Fleming D, Charlton J: Morbidity statistics from general practice. Fourth national study 1991-1992. 1995, London, OPCS, HMSO McCormick A, Fleming D, Charlton J: Morbidity statistics from general practice. Fourth national study 1991-1992. 1995, London, OPCS, HMSO
5.
6.
go back to reference Butler CC, Rollnick S, Pill R, Maggs-Rapport F, Stott N: Understanding the culture of prescribing: qualitative study of general practitioners' and patients' perceptions of antibiotics for sore throats. BMJ. 1998, 317: 637-642.CrossRefPubMedPubMedCentral Butler CC, Rollnick S, Pill R, Maggs-Rapport F, Stott N: Understanding the culture of prescribing: qualitative study of general practitioners' and patients' perceptions of antibiotics for sore throats. BMJ. 1998, 317: 637-642.CrossRefPubMedPubMedCentral
7.
go back to reference Stevenson FA, Greenfield SM, Jones M, Nayak A, Bradley CP: GPs' perceptions of patient influence on prescribing. Fam Pract. 1999, 16: 255-261. 10.1093/fampra/16.3.255.CrossRefPubMed Stevenson FA, Greenfield SM, Jones M, Nayak A, Bradley CP: GPs' perceptions of patient influence on prescribing. Fam Pract. 1999, 16: 255-261. 10.1093/fampra/16.3.255.CrossRefPubMed
9.
go back to reference Cockburn J, Pitt S: Prescribing behaviour in clinical practice: patients' expectations and doctors' perceptions of patients' expectations - a questionnaire study. BMJ. 1997, 315: 520-523.CrossRefPubMedPubMedCentral Cockburn J, Pitt S: Prescribing behaviour in clinical practice: patients' expectations and doctors' perceptions of patients' expectations - a questionnaire study. BMJ. 1997, 315: 520-523.CrossRefPubMedPubMedCentral
10.
go back to reference Del Mar CB, Glasziou PP, Spinks AB: Antibiotics for sore throat [Review]. Cochrane Database of Systematic Reviews (Issue 1). Edited by: Collaboration C. 2001, Oxford, Cochrane Library Del Mar CB, Glasziou PP, Spinks AB: Antibiotics for sore throat [Review]. Cochrane Database of Systematic Reviews (Issue 1). Edited by: Collaboration C. 2001, Oxford, Cochrane Library
11.
go back to reference Glasziou PP, Del Mar CB, Sanders SL, Hayem M: Antibiotics for acute otitis media in children. 2004, The Cochrane Database of Systematic Reviews, 1 CD000219 DOI:10.1002/14651858 CD000219.pub2: Glasziou PP, Del Mar CB, Sanders SL, Hayem M: Antibiotics for acute otitis media in children. 2004, The Cochrane Database of Systematic Reviews, 1 CD000219 DOI:10.1002/14651858 CD000219.pub2:
12.
go back to reference Standing Medical Advisory Committee.Subgroup on Antimicrobial Resistance: The path of least resistance. 1998, London, Department of Health Standing Medical Advisory Committee.Subgroup on Antimicrobial Resistance: The path of least resistance. 1998, London, Department of Health
13.
go back to reference Seppala H, Klaukka T, Vuopio-Varkila J: The effects of changes in the consumption of macrolide antiobiotics on erythromycin resistance in group A streptococci in Finland. N Engl J Med. 1997, 337: 446-10.1056/NEJM199708143370701.CrossRef Seppala H, Klaukka T, Vuopio-Varkila J: The effects of changes in the consumption of macrolide antiobiotics on erythromycin resistance in group A streptococci in Finland. N Engl J Med. 1997, 337: 446-10.1056/NEJM199708143370701.CrossRef
14.
go back to reference Sharland M, Kendall H, Yeates D, Randall A, Hughes G, Glasziou P, Mant D: Antiobiotic prescribing in general practice and hospital admissions for peritonsillar abscess, mastoiditis, and rheumatic fever in children: time trend analysis. BMJ. 2005, 331: 328-329. 10.1136/bmj.38503.706887.AE1.CrossRefPubMedPubMedCentral Sharland M, Kendall H, Yeates D, Randall A, Hughes G, Glasziou P, Mant D: Antiobiotic prescribing in general practice and hospital admissions for peritonsillar abscess, mastoiditis, and rheumatic fever in children: time trend analysis. BMJ. 2005, 331: 328-329. 10.1136/bmj.38503.706887.AE1.CrossRefPubMedPubMedCentral
16.
go back to reference Ranji SR, Steinman MA, Shojania KG, Sundaram V, Lewis R, Arnold S, Gonzales R: Antibiotic prescribing behavior Vol 4. Closing the quality gap: a critical analysis of quality improvement strategies. Technical Review 9. Edited by: Shojania KG, McDonald KM, Wachter RM and Owens DK. 2006, Rockville MD, Agency for Healthcare Research and Quality, 255-261. Ranji SR, Steinman MA, Shojania KG, Sundaram V, Lewis R, Arnold S, Gonzales R: Antibiotic prescribing behavior Vol 4. Closing the quality gap: a critical analysis of quality improvement strategies. Technical Review 9. Edited by: Shojania KG, McDonald KM, Wachter RM and Owens DK. 2006, Rockville MD, Agency for Healthcare Research and Quality, 255-261.
17.
go back to reference Fleming DM, Ross AM, Cross KW, Kendall H: The reducing incidence of respiratory tract infection and its relation to antibiotic prescribing. Br J Gen Pract. 2003, 778-783. Fleming DM, Ross AM, Cross KW, Kendall H: The reducing incidence of respiratory tract infection and its relation to antibiotic prescribing. Br J Gen Pract. 2003, 778-783.
18.
go back to reference Bero LA, Grilli R, Grimshaw JM, Harvey E, Oxman AD, Thomson MA: Closing the gap betweem research and practice: an overview of systematic reviews of interventions to promote implementation of research findings by health care professionals. BMJ. 1998, 317: 465-468.CrossRefPubMedPubMedCentral Bero LA, Grilli R, Grimshaw JM, Harvey E, Oxman AD, Thomson MA: Closing the gap betweem research and practice: an overview of systematic reviews of interventions to promote implementation of research findings by health care professionals. BMJ. 1998, 317: 465-468.CrossRefPubMedPubMedCentral
19.
go back to reference NHS Centre for Reviews and Dissemination: Getting evidence into practice. Effect Health Care. 1999, 5: 1-16. NHS Centre for Reviews and Dissemination: Getting evidence into practice. Effect Health Care. 1999, 5: 1-16.
20.
go back to reference Grimshaw JM, Thomas RE, MacLennan G, Fraser C, Ramsay CR, Vale L, Whitty P, Eccles MP, Matowe L, Shirran E, Wensing M, Dijkstra R, Donaldson C: Effectiveness and efficiency of guideline dissemination and implementation strategies. Health Technol Assess. 2004, 8 (6): 1-72.CrossRef Grimshaw JM, Thomas RE, MacLennan G, Fraser C, Ramsay CR, Vale L, Whitty P, Eccles MP, Matowe L, Shirran E, Wensing M, Dijkstra R, Donaldson C: Effectiveness and efficiency of guideline dissemination and implementation strategies. Health Technol Assess. 2004, 8 (6): 1-72.CrossRef
21.
go back to reference Foy R, Eccles M, Jamtvedt G, Grimshaw J, Baker R: What do we know about how to do audit and feedback? Pitfalls in applying evidence from a systematic review. BMC Health Services Research. 2005, 5: 50-50. 10.1186/1472-6963-5-50.CrossRefPubMedPubMedCentral Foy R, Eccles M, Jamtvedt G, Grimshaw J, Baker R: What do we know about how to do audit and feedback? Pitfalls in applying evidence from a systematic review. BMC Health Services Research. 2005, 5: 50-50. 10.1186/1472-6963-5-50.CrossRefPubMedPubMedCentral
22.
go back to reference Walker AE, Grimshaw JM, Armstrong EM: Salient beliefs and intentions to prescribe antibiotics for patients with a sore throat. British Journal of Health Psychology. 2001, 6: 347-360. 10.1348/135910701169250.CrossRefPubMed Walker AE, Grimshaw JM, Armstrong EM: Salient beliefs and intentions to prescribe antibiotics for patients with a sore throat. British Journal of Health Psychology. 2001, 6: 347-360. 10.1348/135910701169250.CrossRefPubMed
23.
go back to reference Ajzen I: The theory of planned behaviour. Organizational Behaviour and Human Decision Processes. 1991, 50: 179-211. 10.1016/0749-5978(91)90020-T.CrossRef Ajzen I: The theory of planned behaviour. Organizational Behaviour and Human Decision Processes. 1991, 50: 179-211. 10.1016/0749-5978(91)90020-T.CrossRef
24.
go back to reference Walker A, Grimshaw JM, Johnston M, Pitts N, Steen N, Eccles MP: PRocess modelling in ImpleMEntation research:selecting a theoretical basis for interventions to change clinical practice. BMC Health Services Research. 2003, 3: 22-22. 10.1186/1472-6963-3-22.CrossRefPubMedPubMedCentral Walker A, Grimshaw JM, Johnston M, Pitts N, Steen N, Eccles MP: PRocess modelling in ImpleMEntation research:selecting a theoretical basis for interventions to change clinical practice. BMC Health Services Research. 2003, 3: 22-22. 10.1186/1472-6963-3-22.CrossRefPubMedPubMedCentral
25.
go back to reference Bonetti D, Pitts NB, Eccles M, Grimshaw J, Steen N, Glidewell L, Thomas R, Maclennan G, Clarkson JE, Walker A: Applying psychological theory to evidence-based clinical practice: identifying factors predictive of taking intra-oral radiographs. Soc Sci Med. 2006, 63: 1889-1899. 10.1016/j.socscimed.2006.04.005.CrossRefPubMed Bonetti D, Pitts NB, Eccles M, Grimshaw J, Steen N, Glidewell L, Thomas R, Maclennan G, Clarkson JE, Walker A: Applying psychological theory to evidence-based clinical practice: identifying factors predictive of taking intra-oral radiographs. Soc Sci Med. 2006, 63: 1889-1899. 10.1016/j.socscimed.2006.04.005.CrossRefPubMed
26.
go back to reference Bandura A: Self-efficacy: the exercise of control. 1997, New York, Freeman Bandura A: Self-efficacy: the exercise of control. 1997, New York, Freeman
27.
go back to reference Bandura A: Health promotion from the perspective of social cognitive theory. Understanding and changing Health Behaviour: from Health Beliefs to Self-Regulation. Edited by: Norman P, Abraham C and Conner M. 2000, Amsterdam, Harwood Bandura A: Health promotion from the perspective of social cognitive theory. Understanding and changing Health Behaviour: from Health Beliefs to Self-Regulation. Edited by: Norman P, Abraham C and Conner M. 2000, Amsterdam, Harwood
28.
go back to reference Blackman D: Operant conditioning: an experimental analysis of behaviour. Edited by: Blackman D. 1974, London, Methuen Blackman D: Operant conditioning: an experimental analysis of behaviour. Edited by: Blackman D. 1974, London, Methuen
29.
go back to reference Gollwitzer PM: Goal achievement: the role of intentions. European review of social psychology. Edited by: Stroebe W and Hewstone M. 1993, Chichester, UK, Wiley, 141-185. Gollwitzer PM: Goal achievement: the role of intentions. European review of social psychology. Edited by: Stroebe W and Hewstone M. 1993, Chichester, UK, Wiley, 141-185.
30.
go back to reference Leventhal H, Nerenz D, Steele DJ: Handbook of psychology and Health. Edited by: Taylor SE and Singer JE. 1984, New Jersey, Lawrence Erlbaum Leventhal H, Nerenz D, Steele DJ: Handbook of psychology and Health. Edited by: Taylor SE and Singer JE. 1984, New Jersey, Lawrence Erlbaum
31.
go back to reference Weinstein ND: The precaution adoption process. Health Psychol. 1988, 7: 355-386. 10.1037/0278-6133.7.4.355.CrossRefPubMed Weinstein ND: The precaution adoption process. Health Psychol. 1988, 7: 355-386. 10.1037/0278-6133.7.4.355.CrossRefPubMed
32.
go back to reference Weinstein ND, Rothman A, Sutton SR: Stages theories of health behaviour: conceptual and methodological issues. Health Psychol. 1998, 17: 290-299. 10.1037/0278-6133.17.3.290.CrossRefPubMed Weinstein ND, Rothman A, Sutton SR: Stages theories of health behaviour: conceptual and methodological issues. Health Psychol. 1998, 17: 290-299. 10.1037/0278-6133.17.3.290.CrossRefPubMed
33.
go back to reference Conner M, Sparks P: The theory of planned behaviour and health behaviours. Predicting health behaviour. Edited by: Conner M and Norman P. 1996, Buckingham, Open University Press, 121-126. Conner M, Sparks P: The theory of planned behaviour and health behaviours. Predicting health behaviour. Edited by: Conner M and Norman P. 1996, Buckingham, Open University Press, 121-126.
34.
go back to reference Moss-Morris R, Weinman J, Petrie KJ, Horne R, Cameron LD, Buick D: The revised illness perception questionnaire (IPQ-R). Psychol Health. 2002, 17: 1-16. 10.1080/08870440290001494.CrossRef Moss-Morris R, Weinman J, Petrie KJ, Horne R, Cameron LD, Buick D: The revised illness perception questionnaire (IPQ-R). Psychol Health. 2002, 17: 1-16. 10.1080/08870440290001494.CrossRef
35.
go back to reference Francis J, Eccles MP, Johnston M, Walker AE, Grimshaw JM, Foy R, Kaner EFS, Smith L, Bonetti D: Constructing questionnaires based on the theory of planned behaviour. A manual for health services researchers. 2004, Newcastle upon Tyne, Centre of Health Services Research, University of Newcastle upon Tyne Francis J, Eccles MP, Johnston M, Walker AE, Grimshaw JM, Foy R, Kaner EFS, Smith L, Bonetti D: Constructing questionnaires based on the theory of planned behaviour. A manual for health services researchers. 2004, Newcastle upon Tyne, Centre of Health Services Research, University of Newcastle upon Tyne
36.
go back to reference Association BM: British National Formulary. 2005, Bath, BMA: The Pharmaceutical Press. http://www.bnf.org/bnf/, 50 Association BM: British National Formulary. 2005, Bath, BMA: The Pharmaceutical Press. http://​www.​bnf.​org/​bnf/​, 50
37.
go back to reference Green S: "How many subjects does it take to do a regression analysis?". Multivariate Behavioural Research. 1991, 26: 499-510. 10.1207/s15327906mbr2603_7.CrossRef Green S: "How many subjects does it take to do a regression analysis?". Multivariate Behavioural Research. 1991, 26: 499-510. 10.1207/s15327906mbr2603_7.CrossRef
38.
go back to reference Armitage CJ, Conner M: Efficacy of the theory of planned behaviour: a meta-analytic review. British Journal of Social Psychology. 2001, 40: 471-499. 10.1348/014466601164939.CrossRefPubMed Armitage CJ, Conner M: Efficacy of the theory of planned behaviour: a meta-analytic review. British Journal of Social Psychology. 2001, 40: 471-499. 10.1348/014466601164939.CrossRefPubMed
39.
go back to reference Eccles MP, Hrisos S, Francis J, Kaner E, Dickinson HO, Beyer F, Johnston M: Do self-reported intentions predict clinicians' behaviour: a systematic review. Implementation Science. 2006, 1: 28-10.1186/1748-5908-1-28.CrossRefPubMedPubMedCentral Eccles MP, Hrisos S, Francis J, Kaner E, Dickinson HO, Beyer F, Johnston M: Do self-reported intentions predict clinicians' behaviour: a systematic review. Implementation Science. 2006, 1: 28-10.1186/1748-5908-1-28.CrossRefPubMedPubMedCentral
40.
go back to reference Cummings SM, Savitz LA, Konrad TR: Reported response rates to mailed physician questionnaires. Health Serv Res. 2001, 35: 1347-1355.PubMedPubMedCentral Cummings SM, Savitz LA, Konrad TR: Reported response rates to mailed physician questionnaires. Health Serv Res. 2001, 35: 1347-1355.PubMedPubMedCentral
41.
go back to reference Kaner EF, Haighton CA, McAvoy BR: 'So much post, so busy with practice-so, no time!': a telephone survey of general practitioners; reasons for not participating in postal questionnaire surveys. Br J Gen Pract. 1998, 428: 1067-1069. Kaner EF, Haighton CA, McAvoy BR: 'So much post, so busy with practice-so, no time!': a telephone survey of general practitioners; reasons for not participating in postal questionnaire surveys. Br J Gen Pract. 1998, 428: 1067-1069.
43.
go back to reference Schwarzer R: Self-efficacy in the adoption and maintenance of health behaviours: theoretical approaches and a new model. Self-efficacy: thought control of action. Edited by: Schwarzer R. 1992, London, Hemisphere, 217-243. Schwarzer R: Self-efficacy in the adoption and maintenance of health behaviours: theoretical approaches and a new model. Self-efficacy: thought control of action. Edited by: Schwarzer R. 1992, London, Hemisphere, 217-243.
45.
go back to reference Trafimow D, Sheeran P, Conner M, Finlay K: Evidence that perceived behavioural control is a multidimensional construct: perceived control and perceived difficulty. British Journal of Social Psychology. 2002, 41: 101-121. 10.1348/014466602165081.CrossRefPubMed Trafimow D, Sheeran P, Conner M, Finlay K: Evidence that perceived behavioural control is a multidimensional construct: perceived control and perceived difficulty. British Journal of Social Psychology. 2002, 41: 101-121. 10.1348/014466602165081.CrossRefPubMed
Metadata
Title
Applying psychological theories to evidence-based clinical practice: Identifying factors predictive of managing upper respiratory tract infections without antibiotics
Authors
Martin P Eccles
Jeremy M Grimshaw
Marie Johnston
Nick Steen
Nigel B Pitts
Ruth Thomas
Elizabeth Glidewell
Graeme Maclennan
Debbie Bonetti
Anne Walker
Publication date
01-12-2007
Publisher
BioMed Central
Published in
Implementation Science / Issue 1/2007
Electronic ISSN: 1748-5908
DOI
https://doi.org/10.1186/1748-5908-2-26

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