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Published in: BMC Medical Research Methodology 1/2016

Open Access 01-12-2016 | Technical advance

The use of purposeful sampling in a qualitative evidence synthesis: A worked example on sexual adjustment to a cancer trajectory

Authors: Charlotte Benoot, Karin Hannes, Johan Bilsen

Published in: BMC Medical Research Methodology | Issue 1/2016

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Abstract

Background

An increasing number of qualitative evidence syntheses papers are found in health care literature. Many of these syntheses use a strictly exhaustive search strategy to collect articles, mirroring the standard template developed by major review organizations such as the Cochrane and Campbell Collaboration. The hegemonic idea behind it is that non-comprehensive samples in systematic reviews may introduce selection bias. However, exhaustive sampling in a qualitative evidence synthesis has been questioned, and a more purposeful way of sampling papers has been proposed as an alternative, although there is a lack of transparency on how these purposeful sampling strategies might be applied to a qualitative evidence synthesis. We discuss in our paper why and how we used purposeful sampling in a qualitative evidence synthesis about ‘sexual adjustment to a cancer trajectory’, by giving a worked example.

Methods

We have chosen a mixed purposeful sampling, combining three different strategies that we considered the most consistent with our research purpose: intensity sampling, maximum variation sampling and confirming/disconfirming case sampling.

Results

The concept of purposeful sampling on the meta-level could not readily been borrowed from the logic applied in basic research projects. It also demands a considerable amount of flexibility, and is labour-intensive, which goes against the argument of many authors that using purposeful sampling provides a pragmatic solution or a short cut for researchers, compared with exhaustive sampling.
Opportunities of purposeful sampling were the possible inclusion of new perspectives to the line-of-argument and the enhancement of the theoretical diversity of the papers being included, which could make the results more conceptually aligned with the synthesis purpose.

Conclusions

This paper helps researchers to make decisions related to purposeful sampling in a more systematic and transparent way. Future research could confirm or disconfirm the hypothesis of conceptual enhancement by comparing the findings of a purposefully sampled qualitative evidence synthesis with those drawing on an exhaustive sample of the literature.
Literature
1.
go back to reference Walsh D, Downe S. Meta-synthesis method for qualitative research: a literature review. J Adv Nurs. 2005;50:204–11.CrossRefPubMed Walsh D, Downe S. Meta-synthesis method for qualitative research: a literature review. J Adv Nurs. 2005;50:204–11.CrossRefPubMed
2.
go back to reference Hannes K, Macaitis K. A move to more systematic and transparent approaches in qualitative evidence synthesis: update on a review of published papers. Qual Res. 2012;12:402–42.CrossRef Hannes K, Macaitis K. A move to more systematic and transparent approaches in qualitative evidence synthesis: update on a review of published papers. Qual Res. 2012;12:402–42.CrossRef
3.
go back to reference Finfgeld-Connett D. Metasynthesis Findings: Potential Versus Reality. Qual Health Res. 2014;24(11):1581–91.CrossRefPubMed Finfgeld-Connett D. Metasynthesis Findings: Potential Versus Reality. Qual Health Res. 2014;24(11):1581–91.CrossRefPubMed
4.
go back to reference Noyes J, Popay J, Pearson A, Hannes K, Booth A. Qualitative Research and Cochrane Reviews. In: Julian H, Sally G, editors. Cochrane Handbook for Systematic Reviews of Interventions. UK: Wiley Blackwell; 2008. Noyes J, Popay J, Pearson A, Hannes K, Booth A. Qualitative Research and Cochrane Reviews. In: Julian H, Sally G, editors. Cochrane Handbook for Systematic Reviews of Interventions. UK: Wiley Blackwell; 2008.
5.
go back to reference Hannes K, Lockwood C, editors. Synthesizing Qualitative Research. Chichester: John Wiley & Sons, Ltd; 2011. Hannes K, Lockwood C, editors. Synthesizing Qualitative Research. Chichester: John Wiley & Sons, Ltd; 2011.
6.
go back to reference France EF, Ring N, Thomas R, Noyes J, Maxwell M, Jepson R. A methodological systematic review of what’s wrong with meta-ethnography reporting. BMC Med Res Methodol. 2014;14:119.PubMedCentralCrossRefPubMed France EF, Ring N, Thomas R, Noyes J, Maxwell M, Jepson R. A methodological systematic review of what’s wrong with meta-ethnography reporting. BMC Med Res Methodol. 2014;14:119.PubMedCentralCrossRefPubMed
7.
go back to reference Noblit GW, Hare RD. Meta-Ethnography: Synthesizing Qualitative Studies. 11th ed. Newbury Park: SAGE Publications; 1988. Noblit GW, Hare RD. Meta-Ethnography: Synthesizing Qualitative Studies. 11th ed. Newbury Park: SAGE Publications; 1988.
8.
go back to reference Franzel B, Schwiegershausen M, Heusser P, Berger B. Individualised medicine from the perspectives of patients using complementary therapies: a meta-ethnography approach. BMC Complement Altern Med. 2013;13:124.PubMedCentralCrossRefPubMed Franzel B, Schwiegershausen M, Heusser P, Berger B. Individualised medicine from the perspectives of patients using complementary therapies: a meta-ethnography approach. BMC Complement Altern Med. 2013;13:124.PubMedCentralCrossRefPubMed
9.
go back to reference de Sousa Pinto JM, Martín-Nogueras AM, Morano MTAP, Macêdo TEPM, Arenillas JIC, Troosters T. Chronic obstructive pulmonary disease patients’ experience with pulmonary rehabilitation: a systematic review of qualitative research. Chron Respir Dis. 2013;10:141–57.CrossRefPubMed de Sousa Pinto JM, Martín-Nogueras AM, Morano MTAP, Macêdo TEPM, Arenillas JIC, Troosters T. Chronic obstructive pulmonary disease patients’ experience with pulmonary rehabilitation: a systematic review of qualitative research. Chron Respir Dis. 2013;10:141–57.CrossRefPubMed
10.
go back to reference Petticrew M, Rehfuess E, Noyes J, Higgins JPT, Mayhew A, Pantoja T, et al. Synthesizing evidence on complex interventions: how meta-analytical, qualitative, and mixed-method approaches can contribute. J Clin Epidemiol. 2013;66:1230–43.CrossRefPubMed Petticrew M, Rehfuess E, Noyes J, Higgins JPT, Mayhew A, Pantoja T, et al. Synthesizing evidence on complex interventions: how meta-analytical, qualitative, and mixed-method approaches can contribute. J Clin Epidemiol. 2013;66:1230–43.CrossRefPubMed
12.
go back to reference Adams E, McCann L, Armes J, Richardson A, Stark D, Watson E, et al. The experiences, needs and concerns of younger women with breast cancer: a meta-ethnography. Psychooncology. 2011;20:851–61.CrossRefPubMed Adams E, McCann L, Armes J, Richardson A, Stark D, Watson E, et al. The experiences, needs and concerns of younger women with breast cancer: a meta-ethnography. Psychooncology. 2011;20:851–61.CrossRefPubMed
13.
go back to reference Feder GS, Hutson M, Ramsay J, Taket AR. Women exposed to intimate partner violence: expectations and experiences when they encounter health care professionals: a meta-analysis of qualitative studies. Arch Intern Med. 2006;166:22–37.CrossRefPubMed Feder GS, Hutson M, Ramsay J, Taket AR. Women exposed to intimate partner violence: expectations and experiences when they encounter health care professionals: a meta-analysis of qualitative studies. Arch Intern Med. 2006;166:22–37.CrossRefPubMed
14.
go back to reference Shemilt I, Simon A, Hollands GJ, Marteautm TM, Ogilvie D, O’mara-eves A, et al. Pinpointing needles in giant haystacks: use of text mining to reduce impractical screening workload in extremely large scoping reviews. Res Synth Methods. 2014;5:31–49.CrossRefPubMed Shemilt I, Simon A, Hollands GJ, Marteautm TM, Ogilvie D, O’mara-eves A, et al. Pinpointing needles in giant haystacks: use of text mining to reduce impractical screening workload in extremely large scoping reviews. Res Synth Methods. 2014;5:31–49.CrossRefPubMed
15.
go back to reference Suri H. Purposeful sampling in qualitative research synthesis. Qual Res J. 2011;11:63–75.CrossRef Suri H. Purposeful sampling in qualitative research synthesis. Qual Res J. 2011;11:63–75.CrossRef
16.
go back to reference Patton MQ. Qualitative Evaluation and Research Methods (2nd Ed.). Patton MQ. Qualitative Evaluation and Research Methods (2nd Ed.).
17.
go back to reference Hannes K, Booth A, Harris J, Noyes J. Celebrating methodological challenges and changes: reflecting on the emergence and importance of the role of qualitative evidence in Cochrane reviews. Syst Rev. 2013;2:84.PubMedCentralCrossRefPubMed Hannes K, Booth A, Harris J, Noyes J. Celebrating methodological challenges and changes: reflecting on the emergence and importance of the role of qualitative evidence in Cochrane reviews. Syst Rev. 2013;2:84.PubMedCentralCrossRefPubMed
18.
go back to reference Dixon-Woods M, Agarwal S, Jones D, Young B, Sutton A. Synthesising qualitative and quantitative evidence: a review of possible methods. J Health Serv Res Policy. 2005;10:45B–53B.CrossRef Dixon-Woods M, Agarwal S, Jones D, Young B, Sutton A. Synthesising qualitative and quantitative evidence: a review of possible methods. J Health Serv Res Policy. 2005;10:45B–53B.CrossRef
19.
go back to reference A. B: searching for studies. Supplementary guidance for inclusion of qualitative research. In Cochrane systematic reviews of interventions. Edited by Noyes J, Booth A, Hannes K, Harden A, Harris J, Lewin S LCTCCQ and IMG.; 2011. A. B: searching for studies. Supplementary guidance for inclusion of qualitative research. In Cochrane systematic reviews of interventions. Edited by Noyes J, Booth A, Hannes K, Harden A, Harris J, Lewin S LCTCCQ and IMG.; 2011.
20.
go back to reference Barroso J, Gollop CJ, Sandelowski M, Meynell J, Pearce PF, Collins LJ. The Challenges of Searching for and Retrieving Qualitative Studies. West J Nurs Res. 2003;25:153–78.CrossRefPubMed Barroso J, Gollop CJ, Sandelowski M, Meynell J, Pearce PF, Collins LJ. The Challenges of Searching for and Retrieving Qualitative Studies. West J Nurs Res. 2003;25:153–78.CrossRefPubMed
21.
go back to reference Campbell R, Pound P, Pope C, Britten N, Pill R, Morgan M, et al. Evaluating meta-ethnography: a synthesis of qualitative research on lay experiences of diabetes and diabetes care. Soc Sci Med. 2003;56:671–84.CrossRefPubMed Campbell R, Pound P, Pope C, Britten N, Pill R, Morgan M, et al. Evaluating meta-ethnography: a synthesis of qualitative research on lay experiences of diabetes and diabetes care. Soc Sci Med. 2003;56:671–84.CrossRefPubMed
22.
go back to reference Draucker CB, Martsolf DS, Ross R, Rusk TB. Theoretical sampling and category development in grounded theory. Qual Health Res. 2007;17:1137–48.CrossRefPubMed Draucker CB, Martsolf DS, Ross R, Rusk TB. Theoretical sampling and category development in grounded theory. Qual Health Res. 2007;17:1137–48.CrossRefPubMed
23.
go back to reference The SAGE Handbook of Grounded Theory: Paperback Edition. 2010. The SAGE Handbook of Grounded Theory: Paperback Edition. 2010.
24.
go back to reference Corbin J, Strauss A. Basics of Qualitative Research: Techniques and Procedures for Developing Grounded Theory. Thousand Oaks: Sage; 2008. Corbin J, Strauss A. Basics of Qualitative Research: Techniques and Procedures for Developing Grounded Theory. Thousand Oaks: Sage; 2008.
25.
go back to reference Wilczynski NL, Marks S, Haynes RB. Search strategies for identifying qualitative studies in CINAHL. Qual Health Res. 2007;17:705–10.CrossRefPubMed Wilczynski NL, Marks S, Haynes RB. Search strategies for identifying qualitative studies in CINAHL. Qual Health Res. 2007;17:705–10.CrossRefPubMed
26.
go back to reference McKibbon KA, Wilczynski NL, Haynes RB. Developing optimal search strategies for retrieving qualitative studies in PsycINFO. Eval Health Prof. 2006;29:440–54.CrossRefPubMed McKibbon KA, Wilczynski NL, Haynes RB. Developing optimal search strategies for retrieving qualitative studies in PsycINFO. Eval Health Prof. 2006;29:440–54.CrossRefPubMed
27.
go back to reference Wong SS, Wilczynski NL, Haynes RB, Hedges Team. Developing optimal search strategies for detecting clinically relevant qualitative studies in MEDLINE. Medinfo. 2004;11(pt 1):311–6. Wong SS, Wilczynski NL, Haynes RB, Hedges Team. Developing optimal search strategies for detecting clinically relevant qualitative studies in MEDLINE. Medinfo. 2004;11(pt 1):311–6.
28.
go back to reference Carroll C, Booth A, Lloyd-Jones M. Should we exclude inadequately reported studies from qualitative systematic reviews? An evaluation of sensitivity analyses in two case study reviews. Qual Health Res. 2012;22:1425–34.CrossRefPubMed Carroll C, Booth A, Lloyd-Jones M. Should we exclude inadequately reported studies from qualitative systematic reviews? An evaluation of sensitivity analyses in two case study reviews. Qual Health Res. 2012;22:1425–34.CrossRefPubMed
29.
go back to reference Toye F, Seers K, Allcock N, Briggs M, Carr E, Andrews J, et al. “Trying to pin down jelly” - exploring intuitive processes in quality assessment for meta-ethnography. BMC Med Res Methodol. 2013;13:46.PubMedCentralCrossRefPubMed Toye F, Seers K, Allcock N, Briggs M, Carr E, Andrews J, et al. “Trying to pin down jelly” - exploring intuitive processes in quality assessment for meta-ethnography. BMC Med Res Methodol. 2013;13:46.PubMedCentralCrossRefPubMed
30.
go back to reference Thompson C. Qualitative Research into Nurse Decision Making: Factors for Consideration in Theoretical Sampling. Qual Health Res. 1999;9:815–28.PubMed Thompson C. Qualitative Research into Nurse Decision Making: Factors for Consideration in Theoretical Sampling. Qual Health Res. 1999;9:815–28.PubMed
31.
go back to reference Froggatt K. Issues in research: The analysis of qualitative data: processes and pitfalls. Palliat Med. 2001;15:433–8.CrossRefPubMed Froggatt K. Issues in research: The analysis of qualitative data: processes and pitfalls. Palliat Med. 2001;15:433–8.CrossRefPubMed
32.
go back to reference Dierckx De Casterlé B, Gastmans C, Bryon E, Denier Y. QUAGOL: A guide for qualitative data analysis. Int J Nurs Stud. 2012;49:360–71.CrossRefPubMed Dierckx De Casterlé B, Gastmans C, Bryon E, Denier Y. QUAGOL: A guide for qualitative data analysis. Int J Nurs Stud. 2012;49:360–71.CrossRefPubMed
33.
go back to reference Britten N, Campbell R, Pope C, Donovan J, Morgan M, Pill R. Using meta ethnography to synthesise qualitative research: a worked example. J Health Serv Res Policy. 2002;7:209–15.CrossRefPubMed Britten N, Campbell R, Pope C, Donovan J, Morgan M, Pill R. Using meta ethnography to synthesise qualitative research: a worked example. J Health Serv Res Policy. 2002;7:209–15.CrossRefPubMed
34.
go back to reference Juraskova I, Butow P, Robertson R, Sharpe L, McLeod C, Hacker N. Post-treatment sexual adjustment following cervical and endometrial cancer: a qualitative insight. Psychooncology. 2003;12:267–79.CrossRefPubMed Juraskova I, Butow P, Robertson R, Sharpe L, McLeod C, Hacker N. Post-treatment sexual adjustment following cervical and endometrial cancer: a qualitative insight. Psychooncology. 2003;12:267–79.CrossRefPubMed
35.
go back to reference Walker LM, Robinson JW. A description of heterosexual couples’ sexual adjustment to androgen deprivation therapy for prostate cancer. Psychooncology. 2011;20:880–8.CrossRefPubMed Walker LM, Robinson JW. A description of heterosexual couples’ sexual adjustment to androgen deprivation therapy for prostate cancer. Psychooncology. 2011;20:880–8.CrossRefPubMed
36.
go back to reference Gilbert E, Ussher JM, Perz J. Renegotiating sexuality and intimacy in the context of cancer: the experiences of carers. Arch Sex Behav. 2010;39:998–1009.CrossRefPubMed Gilbert E, Ussher JM, Perz J. Renegotiating sexuality and intimacy in the context of cancer: the experiences of carers. Arch Sex Behav. 2010;39:998–1009.CrossRefPubMed
37.
go back to reference Hanly N, Mireskandari S, Juraskova I. The struggle towards “the New Normal”: a qualitative insight into psychosexual adjustment to prostate cancer. BMC Urol. 2014;14:56.PubMedCentralCrossRefPubMed Hanly N, Mireskandari S, Juraskova I. The struggle towards “the New Normal”: a qualitative insight into psychosexual adjustment to prostate cancer. BMC Urol. 2014;14:56.PubMedCentralCrossRefPubMed
38.
go back to reference Fergus KD, Gray RE, Fitch MI. Sexual dysfunction and the preservation of manhood: experiences of men with prostate cancer. J Health Psychol. 2002;7:303–16.CrossRefPubMed Fergus KD, Gray RE, Fitch MI. Sexual dysfunction and the preservation of manhood: experiences of men with prostate cancer. J Health Psychol. 2002;7:303–16.CrossRefPubMed
39.
go back to reference Hartman M-E, Irvine J, Currie KL, Ritvo P, Trachtenberg L, Louis A, et al. Exploring gay couples’ experience with sexual dysfunction after radical prostatectomy: a qualitative study. J Sex Marital Ther. 2014;40:233–53.CrossRefPubMed Hartman M-E, Irvine J, Currie KL, Ritvo P, Trachtenberg L, Louis A, et al. Exploring gay couples’ experience with sexual dysfunction after radical prostatectomy: a qualitative study. J Sex Marital Ther. 2014;40:233–53.CrossRefPubMed
40.
go back to reference Ramirez M, McMullen C, Grant M, Altschuler A, Hornbrook MC, Krouse RS. Figuring out sex in a reconfigured body: experiences of female colorectal cancer survivors with ostomies. Women Health. 2009;49:608–24.PubMedCentralCrossRefPubMed Ramirez M, McMullen C, Grant M, Altschuler A, Hornbrook MC, Krouse RS. Figuring out sex in a reconfigured body: experiences of female colorectal cancer survivors with ostomies. Women Health. 2009;49:608–24.PubMedCentralCrossRefPubMed
41.
go back to reference Draucker CB, Martsolf DS, Ross R, Cook CB, Stidham AW, Mweemba P. The essence of healing from sexual violence: a qualitative metasynthesis. Res Nurs Health. 2009;32:366–78.PubMedCentralCrossRefPubMed Draucker CB, Martsolf DS, Ross R, Cook CB, Stidham AW, Mweemba P. The essence of healing from sexual violence: a qualitative metasynthesis. Res Nurs Health. 2009;32:366–78.PubMedCentralCrossRefPubMed
42.
go back to reference Sherwood G. Meta-synthesis: merging qualitative studies to develop nursing knowledge. Int J Hum Caring. 1999;3:37–42. Sherwood G. Meta-synthesis: merging qualitative studies to develop nursing knowledge. Int J Hum Caring. 1999;3:37–42.
43.
go back to reference Sandelowski M. Using qualitative research. Qual Heal Res. 2004;14:1366–86.CrossRef Sandelowski M. Using qualitative research. Qual Heal Res. 2004;14:1366–86.CrossRef
Metadata
Title
The use of purposeful sampling in a qualitative evidence synthesis: A worked example on sexual adjustment to a cancer trajectory
Authors
Charlotte Benoot
Karin Hannes
Johan Bilsen
Publication date
01-12-2016
Publisher
BioMed Central
Published in
BMC Medical Research Methodology / Issue 1/2016
Electronic ISSN: 1471-2288
DOI
https://doi.org/10.1186/s12874-016-0114-6

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