The DOI matches its Crossref record; 8 of the 8 references it cites were found in a registry or an index.
Does Sample Size Matter in Qualitative Research?: A Review of Qualitative Interviews in is Research
Abstract
This study examines 83 IS qualitative studies in leading IS journals for the following purposes: (a) identifying the extent to which IS qualitative studies employ best practices of justifying sample size; (b) identifying optimal ranges of interviews for various types of qualitative research; and (c) identifying the extent to which cultural factors (such as journal of publication, number of authors, world region) impact sample size of interviews. Little or no rigor for justifying sample size was shown for virtually all of the IS studies in this dataset. Furthermore, the number of interviews conducted for qualitative studies is correlated with cultural factors, implying the subjective nature of sample size in qualitative IS studies. Recommendations are provided for minimally acceptable practices of justifying sample size of interviews in qualitative IS studies.
Overview
Integrity signals
Registry
Cites
Statistics
Verification
Claims the paper makes
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
In the citing paper
“Additionally, in alignment with criteria provided by Marshall, Cardon, Poddar, and Fontenot (2013), saturation was obtained when the coding frame remained constant and analytic memos provided no additional insight.”
From Methodological Deficiencies in the Expert Testimony of Forensic Accountants: A Qualitative Content Analysis of Judicial Statements Pertaining to Daubert Exclusions (2021) · cites this paper as Marshall, Cardon, Poddar, and Fontenot, 2013
Citations
Cites
Handbook of Qualitative Research
Crozier, G., Denzin, N., & Lincoln, Y. (1994) · British Journal of Educational Studies · doi:10.2307/3121684 · Cited by 26,666
The Discovery of Grounded Theory: Strategies for Qualitative Research
Glaser, B. G., & Strauss, A. L. (2017) · Aldine (Routledge reprint) · doi:10.4324/9780203793206 · Cited by 25,789
How Many Interviews Are Enough?: An Experiment with Data Saturation and Variability
Guest, G., Bunce, A., & Johnson, L. (2006) · Field Methods · doi:10.1177/1525822x05279903 · Cited by 20,808
Building Theories from Case Study Research
Eisenhardt, K. M. (1989) · The Academy of Management Review · doi:10.2307/258557 · Cited by 17,455
Hartley, J. (2004) · Essential Guide to Qualitative Methods in Organizational Research · doi:10.4135/9781446280119.n26 · Cited by 15,461
Sample size in qualitative research
Sandelowski, M. (1995) · Research in Nursing & Health · doi:10.1002/nur.4770180211 · Cited by 4,372
The Significance of Saturation
Morse, J. M. (1995) · Qualitative Health Research · doi:10.1177/104973239500500201 · Cited by 2,663
Decentralization in wikipedia governance.
Forte, A., Larco, V., & Bruckman, A. (2009) · Journal of Management Information Systems · doi:10.2753/mis0742-1222260103 · Cited by 300 · cited 1×
“Fort, Larco, and Bruckman [11] stated, “When themes began arising over and over in these interviews, we followed up by recruiting participants who have been involved in particular issues and policies” (p. 54).”
Background
Research works printed but not linked: 36
- Amin M., 2000, Perspectives in Publishing, 1, 1
- 10.1177/1468794107085301 · DOI · Paper page
- 10.1111/j.1365-2575.2007.00250.x · DOI
- Charmaz K., 2005, The Sage Handbook of Qualitative Research, 507
- Cheek J., 2005, The Sage Handbook of Qualitative Research, 387
- Creswell J. W., 2007, Qualitative inquiry & research design: Choosing among five approaches
- Denzin N. K., 2005, The Sage Handbook of Qualitative Research, 1
- 10.2307/30036550 · DOI · Paper page
- Garud R., 2005, MIS Quarterly, 29, 9, 10.2307/25148666 · DOI
- Glaser B. G., 1967, The Discovery of Grounded Theory.
- 10.1111/j.1365-2575.2004.00175.x · DOI
- Havelka D., 2009, Journal of Computer Information Systems, 50, 106
- Huang E. Y., 2009, Journal of Computer Information Systems, 50, 65
- 10.2307/249133 · DOI
- Kaplan B., 2006, Evaluating the organizational impact of healthcare information systems, 30
- Kuzel A. J., 1999, Doing Qualitative Research, 33
- 10.1016/0147-1767(85)90062-8 · DOI · Paper page
- Miles M. B., 1994, Qualitative Data Analysis
- 10.1177/104973200129118183 · DOI
- 10.1177/1049732302238744 · DOI
- 10.2307/249422 · DOI
- 10.2307/249540 · DOI
- 10.2753/MIS0742-1222220308 · DOI
- 10.1007/s11135-005-1098-1 · DOI
- 10.1046/j.1365-2702.2003.00768.x · DOI
- Patton M. Q., 2002, Qualitative Research & Evaluation Methods
- Richardson L., 2005, The Sage Handbook of Qualitative Research, 959
- 10.1080/07421222.2000.11518264 · DOI
- Strauss A., 1990, Basics of Qualitative Research: Grounded Theory Procedures and Techniques
- Subramanian G. H., 2010, Journal of Computer Information Systems, 50, 130
- 10.2753/MIS0742-1222240101 · DOI
- Tan W., 2009, Journal of Computer Information Systems, 50, 1
- Thomson S. B., 2010, “Grounded theory — sample size and validity,”
- 10.1057/ejis.1995.9 · DOI · Paper page
- Watson-Manheim M. B., 2007, MIS Quarterly, 31, 267, 10.2307/25148791 · DOI
- Yin R., 1994, Case Study Research: Design and Methods
Cited by
Sorted by citations
Items 201–300 of 1,002
Elmholdt, K. T., Gill, M., & Nielsen, J. A. (2026) · Organizational Research Methods · doi:10.1177/10944281261424516 · Cited by 32
“Re fl ecting on prior work, we expected discourse, narrative, and ethnographic studies to include fewer interviews than grounded theory, case studies, and process studies (Charmaz, 2012; Marshall et al., 2013).”
InfluentialWang, Y., Fu, Y., Wu, X., Deng, H., Ruan, Y.-Z., Liu, C., Chen, C., Gao, Y., You, H.-L., Sun, C., et al. (2025) · BMC Medical Education · doi:10.1186/s12909-025-07804-5 · Cited by 27
“Data collection continued until thematic saturation was achieved—defined as the point at which no new information or themes emerged [40].”
Abedini, A., Abedin, B., & Zowghi, D. (2023) · Information Systems Frontiers · doi:10.1007/s10796-023-10417-2 · Cited by 27
“Based on our review of literature about justifying sample size of interview participants, we justify sample size through demonstration of saturation within a dataset (Marshall et al., 2013).”
BackgroundThe News Ecosystem in the Age of AI: Evidence from the UAE
Ahmad, N. B., Haque, S., & Ibahrine, M. (2023) · Journal of Broadcasting & Electronic Media · doi:10.1080/08838151.2023.2173197 · Cited by 27
“Several cultural factors, such as the world region, determine the justification of the minimum samples and the number of interviews conducted for qualitative studies (Marshall et al., 2013).”
BackgroundThe impact of COVID-19 on tertiary educational institutions and students in Bangladesh
Hosen, M., Uddin, M., Hossain, S., Islam, M. A., & Ahmad, A. (2022) · Heliyon · doi:10.1016/j.heliyon.2022.e08806 · Cited by 27
“On the other hand, some researchers suggested that the qualitative sample size should be around 50 (Marshall et al., 2013; Sandelowski, 1995).”
Twintoh, R. F., Anku, P. J., Amu, H., Darteh, E. K. M., & Kissah-Korsah, K. (2021) · BMC Public Health · doi:10.1186/s12889-020-09889-7 · Cited by 36
“[24] who demonstrated that theoretical saturation mostly occurs between 10 and 30 interviews.”
BackgroundBowles, T., & Scull, J. (2018) · Journal of Psychologists and Counsellors in Schools · doi:10.1017/jgc.2018.13 · Cited by 34
“In accordance with Marshall et al. (2013), when referring to phenomenological studies, saturation was shown to correspond with approximately 30 studies reviewed, and Charmaz (2014, p. 214) has recommended at least 25 interviews to claim saturation.”
BackgroundBwambale, N. (2015) · doi:10.31274/etd-180810-4844 · Cited by 27
“4 A point during data collection when no new or relevant information emerges from respondents during the data collection process (Marshall et al. 2013).”
BackgroundMethodInfluentialFathizadeh, H., Mousavi, S., Gharibi, Z., Rezaeipour, H., & Biojmajd, A. (2024) · BMC Nursing · doi:10.1186/s12912-024-01836-w · Cited by 26
“In other words, with an increase in sample size, individuals from different age groups, genders, and occupational groups are present [54].”
BackgroundThe evaluation of tourists' virtual reality experiences in the transition process to Metaverse
Çolakoğlu, Ü., Anış, E., Esen, Ö., & Tuncay, C. S. (2023) · Journal of Hospitality and Tourism Insights · doi:10.1108/jhti-09-2022-0426 · Cited by 26
Dankiw, K. A., Kumar, S., Baldock, K. L., & Tsiros, M. D. (2023) · PLoS ONE · doi:10.1371/journal.pone.0286468 · Cited by 30
“Sample size in qualitative research can be difficult to estimate as there are no definitive guidelines [30].”
Backgroundde Moraes, C. C., Claro, P. B. D. O., & Rodrigues, V. P. (2022) · Sustainable Production and Consumption · doi:10.1016/j.spc.2022.11.008 · Cited by 27
Data practices during COVID: Everyday sensemaking in a high‐stakes information ecology
Radinsky, J., & Tabak, I. (2022) · British Journal of Educational Technology · doi:10.1111/bjet.13252 · Cited by 26
“Although six lies on the lower end of qualitative sample size conventions for maximum variation strategies, it is not rare (Marshall et al., 2013; Vasileiou et al., 2018), and is considered sufficient for studying highly specific experiences (Malterud et al., 2015).”
BackgroundGoh, E., Okumus, B., Jie, F., Djajadikerta, H., & Lemy, D. M. (2022) · British Food Journal · doi:10.1108/bfj-05-2021-0513 · Cited by 26
Success factors of process digitalization projects – insights from an exploratory study
Baier, M.-S., Lockl, J., Röglinger, M., & Weidlich, R. (2022) · Business Process Management Journal · doi:10.1108/bpmj-07-2021-0484 · Cited by 38
Taştan, H., Tüker, Ç., & Tong, T. (2021) · Computer Applications in Engineering Education · doi:10.1002/cae.22463 · Cited by 24
“Previous studies have shown that 10 – 15 participants for software ‐ related studies [15,32], and 20 – 30 participants for computer information systems [34] are valid for reliable results.”
BackgroundEnergy conservation in large-sized hotels: Insights from a developing country
Salehi, M., Filimonau, V., Ghaderi, Z., & Hamzehzadeh, J. (2021) · International Journal of Hospitality Management · doi:10.1016/j.ijhm.2021.103061 · Cited by 26
Restaurants’ Response to COVID-19 Pandemic: The Realm of Egyptian Independent Restaurants
Elshaer, A. M. (2021) · Journal of Quality Assurance in Hospitality & Tourism · doi:10.1080/1528008x.2021.1911732 · Cited by 26
“However, an indication of sample sizes in qualitative interview-based studies ranging from 20 to 30 and usually less than 50 has been reported by some researchers (e.g., Marshall et al., 2013; Van Rijnsoever, 2017).”
BackgroundWiderström-Noga, E. G., Anderson, K. D., Perez, S., Martinez‐Arizala, A., Calle-Coule, L., & Fleming, L. (2020) · Pain Medicine · doi:10.1093/pm/pnaa058 · Cited by 26
Connell, A., Black, G., Montgomery, H., Martin, P., Nightingale, C., King, D., Karthikesalingam, A., Hughes, C., Back, T., Ayoub, K., et al. (2019) · Journal of Medical Internet Research · doi:10.2196/13143 · Cited by 26
“A sample size of 20 is typical for a case study such as this, in line with both international consensus guidance and common practice in qualitative research [27-29].”
Informal learning of women small business owners
Sharafizad, J. (2017) · Education + Training · doi:10.1108/et-01-2017-0006 · Cited by 55
Priporas, C., Hussain, S., Khaneja, S., & Rahman, H. (2024) · International Journal of Information Management · doi:10.1016/j.ijinfomgt.2023.102751 · Cited by 39
Barcelos, A. M., Kargas, N., Packham, C., & Mills, D. S. (2021) · Scientific Reports · doi:10.1038/s41598-021-02504-8 · Cited by 30
Mpofu, F. S., Mashiri, E., & Korera, P. (2021) · Accounting, Economics, and Law ? A Convivium · doi:10.1515/ael-2021-0026 · Cited by 25
Sebele-Mpofu, F. Y. (2021) · International Journal of Social Science Studies · doi:10.11114/ijsss.v9i5.5294 · Cited by 35
“(Marshall et al., 2013).”
BackgroundRogal, S. S., Yakovchenko, V., Morgan, T. R. M., Bajaj, J. S., Gonzalez, R. I., Park, A., Beste, L. A., Miech, E. J., Lamorte, C., Neely, B., et al. (2020) · Implementation Science · doi:10.1186/s13012-020-01050-7 · Cited by 30
The Survivor Network: The Role of Shared Experiences in Mass Shootings Recovery
Schildkraut, J., Sokolowski, E. S., & Nicoletti, J. A. (2020) · Victims & Offenders · doi:10.1080/15564886.2020.1764426 · Cited by 43
The effect of immersion towards place presence in virtual heritage environments
Ghani, I., Rafi, A., & Woods, P. (2019) · Personal and Ubiquitous Computing · doi:10.1007/s00779-019-01352-8 · Cited by 25
“As predicted, some participants complained about the motion sickness-like effects or known as “ cybersickness ” [38] when using the HMD (Oculus Rift) in the fully immersive level which restricts the flow of the navigational activities inside the VHE.”
BackgroundMethodDeveloping a generic retail business model – a qualitative comparative study
Haas, Y. (2019) · International Journal of Retail & Distribution Management · doi:10.1108/ijrdm-10-2018-0234 · Cited by 34
Jones, B. L., Santos, R. O., James, W. R., Costa, S. V., Adams, A. J., Boucek, R. E., Coals, L., Cullen-Unsworth, L. C., Shephard, S., & Rehage, J. S. (2024) · Fish and Fisheries · doi:10.1111/faf.12831 · Cited by 26
Employee ecological behavior among academicians at the workplace
Farooq, K., Yusliza, M., Muhammad, Z., Omar, M. K., & Mat, N. H. N. (2022) · Social Responsibility Journal · doi:10.1108/srj-04-2021-0147 · Cited by 24
Cheng, M.-T., & Agyeiwaah, E. (2021) · Journal of Hospitality, Leisure, Sport & Tourism Education · doi:10.1016/j.jhlste.2021.100349 · Cited by 24
Evaluating privacy - determining user privacy expectations on the web
Pilton, C., Faily, S., & Henriksen-Bulmer, J. (2021) · Computers & Security · doi:10.1016/j.cose.2021.102241 · Cited by 25
Yam, C. H., Griffiths, S., & Yeoh, E. (2020) · PLoS ONE · doi:10.1371/journal.pone.0237632 · Cited by 24
“Qualitative studies generally requires 20–30 interviews to reach saturation of data [17].”
BackgroundDespoudi, S., Papaioannou, G., & Dani, S. (2020) · Production Planning & Control · doi:10.1080/09537287.2020.1796138 · Cited by 24
Kindsiko, E., & Poltimäe, H. (2018) · Forum qualitative Sozialforschung · doi:10.17169/fqs-20.3.3200 · Cited by 19
“…of interviews conducted), year (showing the dynamics in sample size), and the country of origin of the journal of publication (BLUHM et al., 2011; MARSHALL et al., 2013), we also looked at the composition of the sample (GUEST, BUNCE & JOHNSON, 2006), whether an article claimed to have reached…”
BackgroundResultInfluentialΠαπαδάτου-Παστού, Μ., Campbell-Thompson, L., Barley, E. A., Haddad, M., Lafarge, C., McKeown, E., Simeonov, L., & Tzotzoli, P. (2019) · International Journal of Mental Health Systems · doi:10.1186/s13033-019-0308-5 · Cited by 28
Jee, M., Murphy, E., Umana, E., O'Connor, P. E., Khamoudes, D., McNicholl, B., O’Donnell, J. J., & James, B. (2023) · BMJ Open · doi:10.1136/bmjopen-2023-073099 · Cited by 26
Pradhan, M. R., Unisa, S., Rawat, R., Surabhi, S., Saraswat, A., S., R., & Sethi, V. (2023) · PLoS ONE · doi:10.1371/journal.pone.0284521 · Cited by 23
Becot, F., Inwood, S. M., & Rissing, A. (2022) · Frontiers in Public Health · doi:10.3389/fpubh.2022.1043774 · Cited by 23
Smith, C. J., Barron, K. R., Shope, R. J., Beam, E., & Piro, K. (2022) · BMC Medical Education · doi:10.1186/s12909-022-03225-w · Cited by 23
“The authors chose an initial sample size of 18 participants (6 from each site) based upon the relative homogenous sample, focused research questions [24], and sample size recommendations for qualitative studies [25].”
BackgroundCoopetition strategies for competitive intelligence practices-evidence from full-service hotels
Köseoğlu, M. A., Yick, M. Y. Y., & Okumuş, F. (2021) · International Journal of Hospitality Management · doi:10.1016/j.ijhm.2021.103049 · Cited by 33
Researching entrepreneurship: an approach to develop subjective understanding
Rajasinghe, D., Aluthgama-Baduge, C., & Mulholland, G. (2021) · International Journal of Entrepreneurial Behavior & Research · doi:10.1108/ijebr-10-2019-0601 · Cited by 23
Leveraging Technology for Talent Management
Sivathanu, B., & Pillai, R. (2019) · International Journal of Sociotechnology and Knowledge Development · doi:10.4018/ijskd.2019040102 · Cited by 33
Reinforcing data bias in crisis information management: The case of the Yemen humanitarian response
Paulus, D., de Vries, G., Janssen, M., & de Walle, B. V. (2023) · International Journal of Information Management · doi:10.1016/j.ijinfomgt.2023.102663 · Cited by 28
A thematic analysis of the personal factors influencing mental health help-seeking in farmers.
Vayro, C., Brownlow, C., Ireland, M., & March, S. (2022) · Journal of Rural Health · doi:10.1111/jrh.12705 · Cited by 22
Haist, J., & Novotný, L. (2022) · Journal of Common Market Studies · doi:10.1111/jcms.13362 · Cited by 22
“Given that this research evaluates the individual experiences of CBWs, a sample of 35 participants is adequate to answer the proposed research questions (Marshall et al., 2013; Reissner and Whittle, 2022; Saunders and Townsend, 2016).”
BackgroundSubialka, J. A., Smith, K. M., Signorino, J. A., Young, J. L., Rhon, D. I., & Rentmeester, C. (2022) · Musculoskeletal Science and Practice · doi:10.1016/j.msksp.2022.102543 · Cited by 29
Urban Informal Food Traders: A Rapid Qualitative Study of COVID-19 Lockdown Measures in South Africa
Rwafa-Ponela, T., Goldstein, S., Kruger, P., Erzse, A., Karim, S. A., & Hofman, K. (2022) · Sustainability · doi:10.3390/su14042294 · Cited by 22
Susanty, L., Sholihah, H. I., Pramesworo, I. S., Telaumbanua, S., & Basir, A. (2021) · Linguistics and Culture Review · doi:10.37028/lingcure.v5n1.1310 · Cited by 22
“All of our approaches apply qualitative methods under the guidance Marshall et al. (2013), in their study "Does sample size matter in qualitative research?”
MethodMerrill, J. E., Boyle, H. K., López, G., Miller, M. B., Barnett, N. P., Jackson, K. M., & Carey, K. B. (2021) · Alcoholism Clinical and Experimental Research · doi:10.1111/acer.14623 · Cited by 25
Giesinger, J., Aaronson, N., Arraras, J., Efficace, F., Groenvold, M., Kieffer, J., Loth, F., Petersen, M., Ramage, J., Tomaszewski, K., et al. (2018) · Psycho-Oncology · doi:10.1002/pon.4548 · Cited by 22
“Instead, we used a predetermined sample size of 150 participants, which exceeds the numbers typically found in the literature.(20,21) Patient recruitment was consecutive, with the exception of one centre where parallel recruitment for other clinical studies did not allow for consecutive inclusion.”
MethodSoil management practices adopted by farmers and how they perceive conservation agriculture
Telles, T. S., de Melo, T. R., Righetto, A. J., Didoné, E., & Barbosa, G. M. D. C. (2022) · Revista Brasileira de Ciência do Solo · doi:10.36783/18069657rbcs20210151 · Cited by 22
“Some qualitative research methodologists present general guidelines for the sample size of interviews and recommend a minimum of 30 to 50 interviewees for this type of research (Marshall et al., 2013).”
BackgroundShek, D. T. L. (2024) · Applied Research in Quality of Life · doi:10.1007/s11482-024-10350-9 · Cited by 22
“Finally, there are studies arguing that there are many issues involved in determining sample size in an a priori manner in qualitative research (Fugard & Potts, 2015a & b, 2016; Fusch & Ness, 2015; Marshall et al., 2013; van Rijnsoever, 2017).”
A diary study investigating the differential impacts of Instagram content on youths’ body image
Glaser, H. C., Jansma, S. R., & Scholten, H. (2024) · Humanities and Social Sciences Communications · doi:10.1057/s41599-024-02960-3 · Cited by 24
“Our target sample size was 30 participants, as previous research has found that in more standard qualitative research (i.e., interviews), saturation was reached around 30 participants (Marshall et al., 2013).”
ResultAfifa, M. M. A., & Nguyen, N. M. (2022) · VINE Journal of Information and Knowledge Management Systems · doi:10.1108/vjikms-05-2022-0186 · Cited by 39
In/Out of the Closet: Perceived Social Support and Outness Among LGB Youth
Reyes, M. E., Bautista, N. B., Betos, G. R. A., Martin, K., Sapio, S., Pacquing, M. C. T., & Kliatchko, J. M. R. (2022) · Sexuality & Culture · doi:10.1007/s12119-022-10013-7 · Cited by 21
“A qualitative study review revealed that approximately six to 10 participants are usually recommended for phenomenological studies (Marshall et al., 2013).”
BackgroundWennman, I., Jacobson, C., Carlström, E., Hyltander, A., & Khorram-Manesh, A. (2022) · International Journal of Disaster Risk Science · doi:10.1007/s13753-022-00423-4 · Cited by 21
Agri-tech: experiential learning from the Agri-tech growth leaders
Chaudhary, S., & Suri, P. (2022) · Technology Analysis & Strategic Management · doi:10.1080/09537325.2022.2100755 · Cited by 21
“Overall, the total number of seventeen interview respondents and fi ve expert opinions on the fi ndings is within the suggested range of 15 – 30 in qualitative information systems research (Astalin 2013; Creswell 2009; Marshall et al. 2013; Morse 2000).”
BackgroundLiu, T.-K., Ye, J.-A., & Sheu, H. (2022) · Desalination · doi:10.1016/j.desal.2022.115757 · Cited by 21
An analysis of business students’ stressors and their coping strategies in the post-pandemic era
Akram, H., Bhutto, M. H., & Chughtai, M. S. (2022) · DECISION · doi:10.1007/s40622-022-00319-8 · Cited by 24
“Since a qualitative sample size of ten participants is considered adequate for a homogenous population (Marshall et al., 2013), 20 (ten faculty members and ten undergraduate students”
BackgroundNushi, M., Momeni, A., & Roshanbin, M. (2022) · Frontiers in Education · doi:10.3389/feduc.2022.842640 · Cited by 19
Journal of Computer Information Systems: Intellectual and Conceptual Structure
Sharma, A., Koohang, A., Rana, N. P., Abed, S. S., & Dwivedi, Y. K. (2022) · Journal of Computational Information Systems · doi:10.1080/08874417.2021.2021114 · Cited by 21
What Recovery Means to Postpartum Women in Treatment for Opioid Use Disorder
Shadowen, C., Jallo, N., Parlier-Ahmad, A., Brown, L., Kinser, P., Svikis, D., & Martin, C. (2022) · Women's Health Reports · doi:10.1089/whr.2021.0064 · Cited by 21
“Our small sample of participants provided rich, powerful data.(19,20) Specifically, our sample provided sufficient information power for the aims of the study according to Malterud et al.”
Strategic adaptation: leadership lessons for small business survival and success
Quansah, E., & Hartz, D. E. (2021) · American Journal of Business · doi:10.1108/ajb-07-2020-0096 · Cited by 58
The business financial inclusion benefits from an Islamic point of view: a qualitative inquiry
Umar, U. H. (2020) · Islamic Economic Studies · doi:10.1108/ies-09-2019-0030 · Cited by 21
A qualitative analysis of cannabis vaporization among medical users.
Aston, E. R., Scott, B., & Farris, S. G. (2019) · Experimental and Clinical Psychopharmacology · doi:10.1037/pha0000279 · Cited by 21
Supporting the discoverability of open educational resources
Cortinovis, R., Mikroyannidis, A., Domingue, J., Mulholland, P., & Farrow, R. (2019) · Education and Information Technologies · doi:10.1007/s10639-019-09921-3 · Cited by 29
“This sample size was considered adequate to the qualitative/exploratory oriented character of this research, in line with the recommendations from Marshall et al. (2013), of a sample size between 15 and 30 for qualitative oriented studies.”
BackgroundMethodThe Sustainability of Ohanami Cherry Blossom Festivals as a Cultural Icon
Moriuchi, E., & Basil, M. (2019) · Sustainability · doi:10.3390/su11061820 · Cited by 21
Exploring antenatal education content for couples in Blantyre, Malawi
Chikalipo, M., Chirwa, E., & Muula, A. (2018) · BMC Pregnancy and Childbirth · doi:10.1186/s12884-018-2137-y · Cited by 21
Chang, K. A., Norazlin, A. A., Lim, J. P. S., & Zaidi, M. Z. M. (2025) · International Journal of Hospitality Management · doi:10.1016/j.ijhm.2025.104113 · Cited by 25
Başer, M. Y., Kozak, M., & Büyükbeşe, T. (2025) · Journal of Hospitality, Leisure, Sport & Tourism Education · doi:10.1016/j.jhlste.2025.100546 · Cited by 20
‘Wasting food is normal!’: How food waste can become the (new) norm in casual dining restaurants
Koiwanit, J., & Filimonau, V. (2024) · Journal of Hospitality and Tourism Management · doi:10.1016/j.jhtm.2024.12.006 · Cited by 21
Islamic marketing of conventional banks: bridging managers’ and clients’ perceived gaps
Islam, M. M., & Hasan, M. M. (2024) · Journal of Islamic Accounting and Business Research · doi:10.1108/jiabr-11-2023-0379 · Cited by 20
Williamson, A. K., Antonio, M. G., Davis, S., Kameswaran, V., Dillahunt, T. R., Buis, L. R., & Veinot, T. C. (2024) · Journal of the American Medical Informatics Association · doi:10.1093/jamia/ocad257 · Cited by 20
“73 A strength of our study is that our sample size aligns with qualitative study guidelines for 15-30 overall participants, 74 the need for fewer individuals when the population is homogenous 75,76 (as reflected by the staff participants), and the quality of our data by conducting inter-views with…”
Castillo, C. (2022) · Journal of Manufacturing Technology Management · doi:10.1108/jmtm-06-2021-0212 · Cited by 20
Transformative service research: a conceptual framework based on consumer's perspective
Ungaro, V., Pietro, L. D., Renzi, M. F., Mugion, R. G., & Pasca, M. G. (2021) · International Journal of Retail & Distribution Management · doi:10.1108/ijrdm-04-2021-0163 · Cited by 25
“The sample size is appropriate for qualitative analysis where the analysis of a wider sample (more than 30) may become too complex to manage (Boddy, 2016), and indeed Marshall et al. (2013) suggest a range of 15–30 for qualitative interviews (Arasli and Arici, 2019).”
Traditional foodstuffs and household food security in a time of crisis.
Muhialdin, B., Filimonau, V., Qasem, J., & Algboory, H. L. (2021) · Appetite · doi:10.1016/j.appet.2021.105298 · Cited by 20
“This is known as ‘saturation’ 281 and, although it becomes of less relevance for social science research (Braun and Clarke 282 2021), Thomson (2010 cited by Marshall et al. 2013) posits that saturation can be reached 283 with 10-30 interviews, the range which this study falls into.”
Bell, S. A., Krienke, L. K., Dickey, S., & Vries, R. G. D. (2021) · BMC Geriatrics · doi:10.1186/s12877-021-02159-0 · Cited by 22
“A sample size of 25 was targeted as we expected this number would provide adequate saturation of major themes [20, 21].”
BackgroundRegional small businesses’ personal and inter-firm networks
Sharafizad, J., & Brown, K. A. (2020) · Journal of Business and Industrial Marketing · doi:10.1108/jbim-09-2019-0432 · Cited by 23
Exercise experiences in patients with metastatic lung cancer: A qualitative approach
Chang, P., Lin, C.-R., Lee, Y.-H., Liu, Y.-L., Chang, G., Hoogland, A., & Lai, Y. (2020) · PLoS ONE · doi:10.1371/journal.pone.0230188 · Cited by 20
“This sample size of 24 was considered appropriate for constructing specific information about a specific phenomenon in a qualitative study [49].”
BackgroundAlexander, B., Nobbs, K., & Varley, R. (2018) · doi:10.1108/ijrdm-09-2017-0217 · Cited by 20
“Moreover, case-study research is often criticized because of their context-specific nature and thus lack of representativeness (Gerring, 2007; Marshall et al., 2013).”
BackgroundProject Manager Insights: An Analysis of Career Progression
Marion, J. W., Richardson, T. M., & Earnhardt, M. P. (2014) · doi:10.5130/opm.v1i1.3949 · Cited by 20
Theoretical Saturation in Grounded Theory Studies: An Evaluative Tool
Ünlü, Z., & Qureshi, H. A. (2023) · Anadolu Üniversitesi Sosyal Bilimler Dergisi · doi:10.18037/ausbd.1272631 · Cited by 15
Tortorella, G., Anzanello, M., Fogliatto, F. S., Antony, J., & Nascimento, D. (2022) · International Journal of Production Research · doi:10.1080/00207543.2022.2153943 · Cited by 19
“This sample size is also aligned with indication from Mason (2010) and Marshall et al. (2013).”
BackgroundPriebe, J., Reimerson, E., Hallberg‐Sramek, I., Sténs, A., Sandström, C., & Mårald, E. (2022) · Sustainability Science · doi:10.1007/s11625-022-01090-6 · Cited by 29
“This sample size (30, and 29, respectively) has been shown to allow for the identification of key terms and concepts through content-driven qualitative analysis (Marshall et al. 2013).”
BackgroundEise, J., Lambert, N. J., & Wiemer, E. (2021) · Climatic Change · doi:10.1007/s10584-021-03206-w · Cited by 19
“After 42 interviews, we reached theoretical saturation (Marshall et al. 2013), which complies with standards for interviews in qualitative research that suggest more than 30 interviews and less than 50 (van Rijnsoever 2017).”
Uncovering the relationship between revenue management and hotel loyalty programs
Lentz, M. A., Berezan, O., & Raab, C. (2021) · Journal of Revenue and Pricing Management · doi:10.1057/s41272-021-00331-0 · Cited by 34
Expert Views on Therapeutic Climbing—A Multi-Perspective, Qualitative Study
Frühauf, A., Heußner, J., Niedermeier, M., & Kopp, M. (2021) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph18073535 · Cited by 21
“Since data saturation is expected after 20–30 interviews [21], 30 experts from three different professional groups (medicine, education, psychology) were interviewed.”
BackgroundThe Analysis of Local Marketplace Business on the Selected Urban Case—Problems and Perspectives
Petrović, M., Ledesma, E., Morales, A., Radovanović, M., & Denda, S. (2021) · doi:10.3390/su13063446 · Cited by 19
Exploring the antecedent resources and capabilities of strategic corporate social responsibility
Donnelly, T., & Wickham, M. (2020) · Social Responsibility Journal · doi:10.1108/srj-12-2018-0334 · Cited by 36
Coaching techniques for sustained individual change during career transitions
Terblanche, N. (2020) · Human Resource Development Quarterly · doi:10.1002/hrdq.21405 · Cited by 19
Chong, K. L., & Stephenson, M. L. (2020) · Tourism and Hospitality Research · doi:10.1177/1467358420926695 · Cited by 20
“Subsequently, large sampling does not essentially decree the overall quality of the study (Marshall et al., 2013) and, indeed, it was Creswell (2013) who suggested that even as low as 3–5 cases for qualitative studies could be viewed as suffice.”
BackgroundAntecedents of graduate student satisfaction through e-portfolio: content analysis
Shea, T. P., & Parayitam, S. (2019) · Education + Training · doi:10.1108/et-04-2019-0064 · Cited by 28
Xenophobic violence and criminality in the KwaZulu-Natal townships
Ngcamu, B., & Mantzaris, E. (2019) · The Journal for Transdisciplinary Research in Southern Africa · doi:10.4102/td.v15i1.606 · Cited by 19
Social construction of the impact of Euro 2012: a Wroclaw case study
Jaskułowski, K., & Surmiak, A. (2016) · doi:10.1080/02614367.2015.1037790 · Cited by 19
Mpofu, F. Y. (2025) · International Journal of Qualitative Methods · doi:10.1177/16094069251348542 · Cited by 20
“…of their research process, data gathering methods, analysis and interpretation of fi ndings (Saunders et al., 2018; Sebele-Mpofu, 2020, 2021), yet researchers lament the failure to clear document saturation point achievement by qualitative researchers (Marshall et al., 2013; Rowlands et al., 2016).”
Golbabaei, F., Paz, A., Yigitcanlar, T., & Bunker, J. M. (2024) · International Journal of Digital Earth · doi:10.1080/17538947.2023.2297848 · Cited by 18
“Typically, most of the interviews per study fall between 11 and 20 (Marshall et al. 2013).”
Lu, Y., Jian, M., Muhamad, N. S., & Hanafiah, M. H. (2024) · Journal of Infrastructure Policy and Development · doi:10.24294/jipd.v8i12.9753 · Cited by 15
“…that the data has reached a saturated state but do not clearly indicate what criteria are used to define saturation or explain rather superficially that the data has reached the saturation point and do not present substantiated proof of saturation (Francis et al., 2010; Marshall et al., 2013).”
BackgroundConsumer-centric electricity markets: Six design principles
Michaelis, A., Hanny, L., Körner, M.-F., Strüker, J., & Weibelzahl, M. (2023) · Renewable and Sustainable Energy Reviews · doi:10.1016/j.rser.2023.113817 · Cited by 22
“After this number, the value of additional interviews decreases [53].”
Background
Metadata
- Authors
- Marshall, B., Cardon, P., Poddar, A., & Fontenot, R.
- Affiliations
- Georgia College & State University (US)
- University of Southern California (US)
- Venue
- Journal of Computer Information Systems
- Publisher
- Informa UK Limited
- Published
- 2013-09
- Volume
- 54
- Issue
- 1
- Pages
- 11-22
- ISSN
- 0887-4417 (ISSN-L)
- 2380-2057
- OpenAlex
- W124963830
- Cited by
- 1,636
- References
- 0
- Citations by year
- 2026: 125 · 2025: 203 · 2024: 204 · 2023: 168 · 2022: 161 · 2021: 192 · 2020: 128 · 2019: 131 · 2018: 105 · 2017: 52 · 2016: 98 · 2015: 62 · 2014: 7
- FWCI
- 268.21
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Journal of Computer Information Systems (publishedVersion)
- Topics
- Social Sciences › Education › Qualitative Research Methods and Applications
- Social Sciences › Sociology and Political Science › Focus Groups and Qualitative Methods
- Social Sciences › Sociology and Political Science › Qualitative Research Methods and Ethics
- Keywords
- sample size justification, qualitative interviews, qualitative research rigor, information systems research, number of authors
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review