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Published in: BMC Medical Research Methodology 1/2019

Open Access 01-12-2019 | Addiction | Research article

Q sample construction: a novel approach incorporating a Delphi technique to explore opinions about codeine dependence

Authors: Melissa Kirschbaum, Tony Barnett, Merylin Cross

Published in: BMC Medical Research Methodology | Issue 1/2019

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Abstract

Background

Q methodology is an evidenced approach to researching subjectivity, involving a combination of qualitative and quantitative techniques. The methodology has been used successfully in healthcare research to explore the opinions of patients and healthcare providers about topics such as the illness experience, healthcare services, clinical practice and professional training. Q methodology studies require the generation of a Q sample, a set of opinion statements representing the phenomenon of interest. This paper describes a novel and rigorous approach to develop a Q sample for a study exploring misusers’ opinions about over-the-counter (OTC) codeine dependence and critically examines the associated methodological issues.

Methods

Development of the Q sample in this study involved three steps; (1) identification of opinion statements via a comprehensive literature search, (2) application of a theoretical framework, the Capability, Opportunity, Motivation - Behaviour (COM-B) model of behaviour, to group and then reduce the number of statements and (3) use of a Delphi technique to achieve expert consensus on the final selection of statements. The Delphi component involved a multidisciplinary panel of 15 addiction experts comprised of doctors, nurses, pharmacists, psychologists and researchers, who were recruited purposively. Experts rated each statement using a 5-point scale of perceived importance. Two Delphi rounds were undertaken and consensus for inclusion of a statement was set at a median score of ≥4 and an interquartile range of ≤1.

Results

A total of 842 statements representing codeine misusers’ opinions about OTC codeine dependence were identified from the literature. Statements were grouped thematically using the COM-B framework and representative statements were selected, reducing the number to 111. After two Delphi rounds, addiction experts achieved consensus on 46 statements which formed the final Q sample.

Conclusions

This paper describes a new and systematic approach to Q sample construction and explores associated methodological issues that could be useful for those considering Q methodology and for furthering the rigour of this research technique.
Literature
1.
go back to reference Flurey CA, Morris M, Pollock J, Richards P, Hughes R, Hewlett S. A Q-methodology study of flare help-seeking behaviours and different experiences of daily life in rheumatoid arthritis. BMC Musculoskelet Disord. 2014;15:364.PubMedPubMedCentralCrossRef Flurey CA, Morris M, Pollock J, Richards P, Hughes R, Hewlett S. A Q-methodology study of flare help-seeking behaviours and different experiences of daily life in rheumatoid arthritis. BMC Musculoskelet Disord. 2014;15:364.PubMedPubMedCentralCrossRef
2.
go back to reference Patty NJ, van Dijk HM, Wallenburg I, Bal R, Helmerhorst TJ, Van Exel J, et al. To vaccinate or not to vaccinate? Perspectives on HPV vaccination among girls, boys, and parents in the Netherlands: a Q-methodological study. BMC Public Health. 2017;17:872.PubMedPubMedCentralCrossRef Patty NJ, van Dijk HM, Wallenburg I, Bal R, Helmerhorst TJ, Van Exel J, et al. To vaccinate or not to vaccinate? Perspectives on HPV vaccination among girls, boys, and parents in the Netherlands: a Q-methodological study. BMC Public Health. 2017;17:872.PubMedPubMedCentralCrossRef
3.
go back to reference Berghout M, van Exel J, Leensvaart L, Cramm JM. Healthcare professionals’ views on patient-centered care in hospitals. BMC Health Serv Res. 2015;15:385.PubMedPubMedCentralCrossRef Berghout M, van Exel J, Leensvaart L, Cramm JM. Healthcare professionals’ views on patient-centered care in hospitals. BMC Health Serv Res. 2015;15:385.PubMedPubMedCentralCrossRef
4.
go back to reference Shabila NP, Al-Tawil NG, Al-Hadithi TS, Sondorp E. Using Q-methodology to explore people’s health seeking behavior and perception of the quality of primary care services. BMC Public Health. 2014;14:2.PubMedPubMedCentralCrossRef Shabila NP, Al-Tawil NG, Al-Hadithi TS, Sondorp E. Using Q-methodology to explore people’s health seeking behavior and perception of the quality of primary care services. BMC Public Health. 2014;14:2.PubMedPubMedCentralCrossRef
5.
go back to reference Killam LA, Montgomery P, Raymond JM, Mossey S, Timmermans KE, Binette J. Unsafe clinical practices as perceived by final year baccalaureate nursing students: Q methodology. BMC Nurs. 2012;11:26.PubMedPubMedCentralCrossRef Killam LA, Montgomery P, Raymond JM, Mossey S, Timmermans KE, Binette J. Unsafe clinical practices as perceived by final year baccalaureate nursing students: Q methodology. BMC Nurs. 2012;11:26.PubMedPubMedCentralCrossRef
6.
go back to reference Hazen AC, Van Der Wal AW, Sloeserwij VM, Zwart DL, De Gier JJ, De Wit NJ, et al. Controversy and consensus on a clinical pharmacist in primary care in the Netherlands. Int J Clin Pharm. 2016;38:1250–60.PubMedPubMedCentralCrossRef Hazen AC, Van Der Wal AW, Sloeserwij VM, Zwart DL, De Gier JJ, De Wit NJ, et al. Controversy and consensus on a clinical pharmacist in primary care in the Netherlands. Int J Clin Pharm. 2016;38:1250–60.PubMedPubMedCentralCrossRef
7.
go back to reference Alderson S, Foy R, Bryant L, Ahmed S, House A. Using Q-methodology to guide the implementation of new healthcare policies. BMJ Qual Saf. 2018;27:737–42.PubMedCrossRef Alderson S, Foy R, Bryant L, Ahmed S, House A. Using Q-methodology to guide the implementation of new healthcare policies. BMJ Qual Saf. 2018;27:737–42.PubMedCrossRef
8.
go back to reference van Exel J, Baker R, Mason H, Donaldson C, Brouwer W. Public views on principles for health care priority setting: findings of a European cross-country study using Q methodology. Soc Sci Med. 2015;126:128–37.PubMedCrossRef van Exel J, Baker R, Mason H, Donaldson C, Brouwer W. Public views on principles for health care priority setting: findings of a European cross-country study using Q methodology. Soc Sci Med. 2015;126:128–37.PubMedCrossRef
9.
go back to reference Baker R, Wildman J, Mason H, Donaldson C. Q-ing for health - a new approach to eliciting the public’s views on health care resource allocation. Health Econ. 2014;23:283–97.PubMedCrossRef Baker R, Wildman J, Mason H, Donaldson C. Q-ing for health - a new approach to eliciting the public’s views on health care resource allocation. Health Econ. 2014;23:283–97.PubMedCrossRef
11.
go back to reference Fokkema JP, Scheele F, Westerman M, van Exel J, Scherpbier AJ, van der Vleuten CP, et al. Perceived effects of innovations in postgraduate medical education: a Q study focusing on workplace-based assessment. Acad Med. 2014;89:1259–66.PubMedCrossRef Fokkema JP, Scheele F, Westerman M, van Exel J, Scherpbier AJ, van der Vleuten CP, et al. Perceived effects of innovations in postgraduate medical education: a Q study focusing on workplace-based assessment. Acad Med. 2014;89:1259–66.PubMedCrossRef
12.
13.
go back to reference Stephenson W. Correlating persons instead of tests. J Pers. 1935;4(1):17–24.CrossRef Stephenson W. Correlating persons instead of tests. J Pers. 1935;4(1):17–24.CrossRef
14.
go back to reference Brown SR. Political subjectivity: applications of Q methodology in policial science. New Haven and London: Yale University Press; 1980. Brown SR. Political subjectivity: applications of Q methodology in policial science. New Haven and London: Yale University Press; 1980.
15.
go back to reference Burt C, Stephenson W. Alternative views on correlations between persons. Psychometrika. 1939;4(4):269–81.CrossRef Burt C, Stephenson W. Alternative views on correlations between persons. Psychometrika. 1939;4(4):269–81.CrossRef
16.
go back to reference Watts S, Stenner P. Doing Q methodological research: theory, method and interpretation. Los Angeles: Sage; 2012. Watts S, Stenner P. Doing Q methodological research: theory, method and interpretation. Los Angeles: Sage; 2012.
17.
18.
go back to reference Kampen JK, Tamás P. Overly ambitious: contributions and current status of Q methodology. Qual Quant. 2014;48(6):3109–26.CrossRef Kampen JK, Tamás P. Overly ambitious: contributions and current status of Q methodology. Qual Quant. 2014;48(6):3109–26.CrossRef
19.
go back to reference Block J. The Q-sort in character appraisal: encoding subjective impressions of persons quantitatively: American Psychological Association; 2008. Block J. The Q-sort in character appraisal: encoding subjective impressions of persons quantitatively: American Psychological Association; 2008.
20.
go back to reference Fontein-Kuipers Y. Development of a Q-set for a Q-method study about midwives’ perspectives of woman-centered care. Health Edu Care. 2016;1(2):31–6.CrossRef Fontein-Kuipers Y. Development of a Q-set for a Q-method study about midwives’ perspectives of woman-centered care. Health Edu Care. 2016;1(2):31–6.CrossRef
21.
go back to reference Paige JB, Morin KH. Q-sample construction: a critical step for a Q-methodological study. West J Nurs Res. 2016;38(1):96–110.PubMedCrossRef Paige JB, Morin KH. Q-sample construction: a critical step for a Q-methodological study. West J Nurs Res. 2016;38(1):96–110.PubMedCrossRef
23.
go back to reference Wallis J, Burns J, Capdevila R. Q methodology and a Delphi poll: a useful approach to researching a narrative approach to therapy. Qual Res Psychol. 2009;6(3):173–90.CrossRef Wallis J, Burns J, Capdevila R. Q methodology and a Delphi poll: a useful approach to researching a narrative approach to therapy. Qual Res Psychol. 2009;6(3):173–90.CrossRef
24.
go back to reference Rust NA. Can stakeholders agree on how to reduce human–carnivore conflict on Namibian livestock farms? A novel Q-methodology and Delphi exercise. Oryx. 2017;51(2):339–46.CrossRef Rust NA. Can stakeholders agree on how to reduce human–carnivore conflict on Namibian livestock farms? A novel Q-methodology and Delphi exercise. Oryx. 2017;51(2):339–46.CrossRef
25.
go back to reference Michie S, Van Stralen MM, West R. The behaviour change wheel: a new method for characterising and designing behaviour change interventions. Implement Sci. 2011;6:42.PubMedPubMedCentralCrossRef Michie S, Van Stralen MM, West R. The behaviour change wheel: a new method for characterising and designing behaviour change interventions. Implement Sci. 2011;6:42.PubMedPubMedCentralCrossRef
26.
go back to reference Sinnott C, Mercer SW, Payne RA, Duerden M, Bradley CP, Byrne M. Improving medication management in multimorbidity: development of the MultimorbiditY COllaborative medication review and DEcision making (MY COMRADE) intervention using the behaviour change wheel. Implement Sci. 2015;10:132.PubMedPubMedCentralCrossRef Sinnott C, Mercer SW, Payne RA, Duerden M, Bradley CP, Byrne M. Improving medication management in multimorbidity: development of the MultimorbiditY COllaborative medication review and DEcision making (MY COMRADE) intervention using the behaviour change wheel. Implement Sci. 2015;10:132.PubMedPubMedCentralCrossRef
27.
go back to reference Gardner B, Smith L, Lorencatto F, Hamer M, Biddle SJ. How to reduce sitting time? A review of behaviour change strategies used in sedentary behaviour reduction interventions among adults. Health Psychol Rev. 2016;10(1):89–112.PubMedCrossRef Gardner B, Smith L, Lorencatto F, Hamer M, Biddle SJ. How to reduce sitting time? A review of behaviour change strategies used in sedentary behaviour reduction interventions among adults. Health Psychol Rev. 2016;10(1):89–112.PubMedCrossRef
28.
go back to reference Webb J, Foster J, Poulter E. Increasing the frequency of physical activity very brief advice for cancer patients. Development of an intervention using the behaviour change wheel. Public Health. 2016;133:45–56.PubMedCrossRef Webb J, Foster J, Poulter E. Increasing the frequency of physical activity very brief advice for cancer patients. Development of an intervention using the behaviour change wheel. Public Health. 2016;133:45–56.PubMedCrossRef
29.
go back to reference West R. Models of Addiction. EMCDDA Insight Series No14. Luxembourg: European monitoring Centre for drugs and drug addiction; 2013. West R. Models of Addiction. EMCDDA Insight Series No14. Luxembourg: European monitoring Centre for drugs and drug addiction; 2013.
30.
go back to reference Dalkey N, Helmer O. An experimental application of the Delphi method to the use of experts. Manag Sci. 1963;9(3):458–67.CrossRef Dalkey N, Helmer O. An experimental application of the Delphi method to the use of experts. Manag Sci. 1963;9(3):458–67.CrossRef
31.
go back to reference Keeney S, McKenna H, Hasson F. The Delphi technique in nursing and health research. Oxford: Wiley-Blackwell; 2011.CrossRef Keeney S, McKenna H, Hasson F. The Delphi technique in nursing and health research. Oxford: Wiley-Blackwell; 2011.CrossRef
32.
go back to reference Linstone HA, Turoff M, editors. The Delphi method: techniques and applications. Reading: Addison-Wesley; 1975. Linstone HA, Turoff M, editors. The Delphi method: techniques and applications. Reading: Addison-Wesley; 1975.
34.
go back to reference von der Gracht HA. Consensus measurement in Delphi studies. Technol Forecast Soc Change. 2012;79(8):1525–36.CrossRef von der Gracht HA. Consensus measurement in Delphi studies. Technol Forecast Soc Change. 2012;79(8):1525–36.CrossRef
35.
go back to reference O’Donovan A, Mohile S, Leech M. Expert consensus panel guidelines on geriatric assessment in oncology. Eur J Cancer Care. 2015;24(4):574–89.CrossRef O’Donovan A, Mohile S, Leech M. Expert consensus panel guidelines on geriatric assessment in oncology. Eur J Cancer Care. 2015;24(4):574–89.CrossRef
36.
go back to reference Jünger S, Payne S, Brearley S, Ploenes V, Radbruch L. Consensus building in palliative care: a Europe-wide Delphi study on common understandings and conceptual differences. J Pain Symptom Manag. 2012;44:192–205.CrossRef Jünger S, Payne S, Brearley S, Ploenes V, Radbruch L. Consensus building in palliative care: a Europe-wide Delphi study on common understandings and conceptual differences. J Pain Symptom Manag. 2012;44:192–205.CrossRef
37.
go back to reference Vandelanotte C, Dwyer T, Van Itallie A, Hanley C, Mummery WK. The development of an internet-based outpatient cardiac rehabilitation intervention: a Delphi study. BMC Cardiovasc Disord. 2010;10:27.PubMedPubMedCentralCrossRef Vandelanotte C, Dwyer T, Van Itallie A, Hanley C, Mummery WK. The development of an internet-based outpatient cardiac rehabilitation intervention: a Delphi study. BMC Cardiovasc Disord. 2010;10:27.PubMedPubMedCentralCrossRef
39.
go back to reference McMahon S, Cusack T, O’Donoghue G. Barriers and facilitators to providing undergraduate physiotherapy clinical education in the primary care setting: a three-round Delphi study. Physiotherapy. 2014;100(1):14–9.PubMedCrossRef McMahon S, Cusack T, O’Donoghue G. Barriers and facilitators to providing undergraduate physiotherapy clinical education in the primary care setting: a three-round Delphi study. Physiotherapy. 2014;100(1):14–9.PubMedCrossRef
41.
go back to reference Baker R, Thompson C, Mannion R. Q methodology in health economics. J Health Serv Res Policy. 2006;11(1):38–45.PubMedCrossRef Baker R, Thompson C, Mannion R. Q methodology in health economics. J Health Serv Res Policy. 2006;11(1):38–45.PubMedCrossRef
42.
go back to reference Hilden AH. Q-sort correlation: stability and random choice of statements. J Consult Psychol. 1958;22(1):45.PubMedCrossRef Hilden AH. Q-sort correlation: stability and random choice of statements. J Consult Psychol. 1958;22(1):45.PubMedCrossRef
43.
go back to reference Daily JH. Dimensions of political attitudes: a Q technique study of public reactions to the Calley verdict [dissertation]. Kent. In: Ohio: Kent State University; 1973. Daily JH. Dimensions of political attitudes: a Q technique study of public reactions to the Calley verdict [dissertation]. Kent. In: Ohio: Kent State University; 1973.
44.
go back to reference Trevelyan EG, Robinson N. Delphi methodology in health research: how to do it? Eur J Integr Med. 2015;7(4):423–8.CrossRef Trevelyan EG, Robinson N. Delphi methodology in health research: how to do it? Eur J Integr Med. 2015;7(4):423–8.CrossRef
45.
go back to reference Dolan C, Glynn R, Lawlor B. A Delphi study to establish an expert consensus opinion on risk factors for type 2 diabetes, and potential complications of diabetes, including brain health associations. Eur Psychiatry. 2017;41(Suppl 1):S649.CrossRef Dolan C, Glynn R, Lawlor B. A Delphi study to establish an expert consensus opinion on risk factors for type 2 diabetes, and potential complications of diabetes, including brain health associations. Eur Psychiatry. 2017;41(Suppl 1):S649.CrossRef
46.
go back to reference Davies E, Martin J, Foxcroft D. Development of an adolescent alcohol misuse intervention based on the prototype willingness model: a Delphi study. Health Educ. 2016;116(3):275–91.CrossRef Davies E, Martin J, Foxcroft D. Development of an adolescent alcohol misuse intervention based on the prototype willingness model: a Delphi study. Health Educ. 2016;116(3):275–91.CrossRef
47.
go back to reference Primdahl SC, Todsen T, Clemmesen L, Knudsen L, Weile J. Rating scale for the assessment of competence in ultrasound-guided peripheral vascular access–a Delphi consensus study. J Vasc Access. 2016;17(5):440–5.PubMedCrossRef Primdahl SC, Todsen T, Clemmesen L, Knudsen L, Weile J. Rating scale for the assessment of competence in ultrasound-guided peripheral vascular access–a Delphi consensus study. J Vasc Access. 2016;17(5):440–5.PubMedCrossRef
48.
go back to reference Maverakis E, Ma C, Shinkai K, Fiorentino D, Callen JP, Wollina U, et al. Diagnostic criteria of ulcerative pyoderma gangrenosum: a Delphi consensus of international experts. JAMA dermatology. 2018;154(4):461–6.PubMedCrossRef Maverakis E, Ma C, Shinkai K, Fiorentino D, Callen JP, Wollina U, et al. Diagnostic criteria of ulcerative pyoderma gangrenosum: a Delphi consensus of international experts. JAMA dermatology. 2018;154(4):461–6.PubMedCrossRef
49.
go back to reference Sumsion T. The Delphi technique: an adaptive research tool. Br J Occup Ther. 1998;61(4):153–6.CrossRef Sumsion T. The Delphi technique: an adaptive research tool. Br J Occup Ther. 1998;61(4):153–6.CrossRef
50.
go back to reference Adler M, Ziglio E, editors. Gazing into the oracle: the Delphi method and its application to social policy and public health. London: Jessica Kingsley Publishers; 1996. Adler M, Ziglio E, editors. Gazing into the oracle: the Delphi method and its application to social policy and public health. London: Jessica Kingsley Publishers; 1996.
51.
go back to reference Giannarou L, Zervas E. Using Delphi technique to build consensus in practice. Int J Bus Sci Appl Manag. 2014;9(2):65–82. Giannarou L, Zervas E. Using Delphi technique to build consensus in practice. Int J Bus Sci Appl Manag. 2014;9(2):65–82.
52.
go back to reference Diamond IR, Grant RC, Feldman BM, Moore AM, Wales PW, Pencharz PB, et al. Defining consensus: a systematic review recommends methodologic criteria for reporting of Delphi studies. J Clin Epidemiol. 2014;67(4):401–9.PubMedCrossRef Diamond IR, Grant RC, Feldman BM, Moore AM, Wales PW, Pencharz PB, et al. Defining consensus: a systematic review recommends methodologic criteria for reporting of Delphi studies. J Clin Epidemiol. 2014;67(4):401–9.PubMedCrossRef
53.
go back to reference Holey EA, Feeley JL, Dixon J, Whittaker VJ. An exploration of the use of simple statistics to measure consensus and stability in Delphi studies. BMC Med Res Methodol. 2007;7:52.PubMedPubMedCentralCrossRef Holey EA, Feeley JL, Dixon J, Whittaker VJ. An exploration of the use of simple statistics to measure consensus and stability in Delphi studies. BMC Med Res Methodol. 2007;7:52.PubMedPubMedCentralCrossRef
54.
go back to reference Raskin MS. The Delphi study in field instruction revisited: expert consensus on issues and research priorities. J Soc Work Educ. 1994;30(1):75–89.CrossRef Raskin MS. The Delphi study in field instruction revisited: expert consensus on issues and research priorities. J Soc Work Educ. 1994;30(1):75–89.CrossRef
55.
go back to reference Rayens MK, Hahn EJ. Building consensus using the policy Delphi method. Policy Polit Nurs Pract. 2000;1(4):308–15.CrossRef Rayens MK, Hahn EJ. Building consensus using the policy Delphi method. Policy Polit Nurs Pract. 2000;1(4):308–15.CrossRef
56.
go back to reference Robinson SB, Leonard KF. Designing quality survey questions. Thousand Oaks: SAGE Publications; 2019. Robinson SB, Leonard KF. Designing quality survey questions. Thousand Oaks: SAGE Publications; 2019.
57.
go back to reference Kelly J, Wakeman S, Saitz R. Stop talking ‘dirty': clinicians, language, and quality of care for the leading cause of preventable death in the United States. Am J Med. 2015;128(1):8–9.PubMedCrossRef Kelly J, Wakeman S, Saitz R. Stop talking ‘dirty': clinicians, language, and quality of care for the leading cause of preventable death in the United States. Am J Med. 2015;128(1):8–9.PubMedCrossRef
58.
go back to reference Broyles LM, Binswanger IA, Jenkins JA, Finnell DS, Faseru B, Cavaiola A, et al. Confronting inadvertent stigma and pejorative language in addiction scholarship: a recognition and response. Subst Abus. 2014;35:217–21.PubMedPubMedCentralCrossRef Broyles LM, Binswanger IA, Jenkins JA, Finnell DS, Faseru B, Cavaiola A, et al. Confronting inadvertent stigma and pejorative language in addiction scholarship: a recognition and response. Subst Abus. 2014;35:217–21.PubMedPubMedCentralCrossRef
59.
go back to reference Kelly JF, Saitz R, Wakeman S. Language, substance use disorders, and policy: the need to reach consensus on an “addiction-ary”. Alcohol Treat Q. 2016;34(1):116–23.CrossRef Kelly JF, Saitz R, Wakeman S. Language, substance use disorders, and policy: the need to reach consensus on an “addiction-ary”. Alcohol Treat Q. 2016;34(1):116–23.CrossRef
61.
go back to reference American Psychiatric Association. Diagnostic and statistical manual of mental disorders. 5th ed. Arlington: American Psychiatric Association; 2013.CrossRef American Psychiatric Association. Diagnostic and statistical manual of mental disorders. 5th ed. Arlington: American Psychiatric Association; 2013.CrossRef
Metadata
Title
Q sample construction: a novel approach incorporating a Delphi technique to explore opinions about codeine dependence
Authors
Melissa Kirschbaum
Tony Barnett
Merylin Cross
Publication date
01-12-2019
Publisher
BioMed Central
Published in
BMC Medical Research Methodology / Issue 1/2019
Electronic ISSN: 1471-2288
DOI
https://doi.org/10.1186/s12874-019-0741-9

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