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Sample sizes for saturation in qualitative research: A systematic review of empirical tests

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  1. Hall, Julie & Hawkins, Olivia & Montgomery, Amy & Singh, Saniya & Mullan, Judy & Degeling, Chris, 2022. "Dismantling antibiotic infrastructures in residential aged care: The invisible work of antimicrobial stewardship (AMS)," Social Science & Medicine, Elsevier, vol. 305(C).
  2. Zhang, Jinsui & Hu, Min & Jia, Yusheng & Gu, Yuanyuan & Chen, Wen, 2024. "How should regulatory schemes be optimized to enhance deterrence against medical insurance fraud by enrollees? Evidence from a discrete choice experiment in China," Social Science & Medicine, Elsevier, vol. 354(C).
  3. Gülüm Özer & İdil Işık & Jordi Escartín, 2024. "Is There Somebody Looking out for Me? A Qualitative Analysis of Bullying Experiences of Individuals Diagnosed with Bipolar Disorder," IJERPH, MDPI, vol. 21(2), pages 1-22, January.
  4. Rhiannon Thompson & Lucy Brown & Rakhi Biswas Evans & Rayhan Mahbub & Amelia Rees & Molly Wilson & Lindsay H. Dewa & Helen Ward & Mireille B. Toledano, 2024. "Change, Adversity, and Adaptation: Young People’s Experience of the COVID-19 Pandemic Expressed through Artwork and Semi-Structured Interviews," IJERPH, MDPI, vol. 21(5), pages 1-26, May.
  5. Ana Guimarães & Armanda Pereira & André Oliveira & Sílvia Lopes & Ana Rita Nunes & Cleia Zanatta & Pedro Rosário, 2023. "Parenting in Cerebral Palsy: Understanding the Perceived Challenges and Needs Faced by Parents of Elementary School Children," IJERPH, MDPI, vol. 20(5), pages 1-16, February.
  6. Shazya Karmali & Marie Denise Beaton & Shelina Babul, 2022. "Outlining the Invisible: Experiences and Perspectives Regarding Concussion Recovery, Return-to-Work, and Resource Gaps," IJERPH, MDPI, vol. 19(13), pages 1-14, July.
  7. Hossam Mohamed Elhamy & Maha Abdulmajeed, 2023. "Arab Media Researchers’ Perceptions of Factors Affecting Their Research Problem Selection," SAGE Open, , vol. 13(3), pages 21582440231, September.
  8. Jennifer S. Linvill & Gloria O. Onosu, 2023. "Stories of Leadership: Leading with Empathy through the COVID-19 Pandemic," Sustainability, MDPI, vol. 15(9), pages 1-22, May.
  9. Beáta Andrea Dan & Karolina Eszter Kovács & Katinka Bacskai & Tímea Ceglédi & Gabriella Pusztai, 2023. "Family–SEN School Collaboration and Its Importance in Guiding Educational and Health-Related Policies and Practices in the Hungarian Minority Community in Romania," IJERPH, MDPI, vol. 20(3), pages 1-14, January.
  10. Rosen, Joseph G. & Nakyanjo, Neema & Ddaaki, William G. & Zhao, Tongying & Van Vo, Anh & Nakubulwa, Rosette & Ssekyewa, Charles & Isabirye, Dauda & Katono, Ruth L. & Nabakka, Proscovia & Ssemwanga, Ri, 2023. "Identifying longitudinal patterns of HIV treatment (dis)engagement and re-engagement from oral histories of virologically unsuppressed persons in Uganda: A thematic trajectory analysis," Social Science & Medicine, Elsevier, vol. 339(C).
  11. Dario Krpan & Jonathan E. Booth & Andreea Damien, 2023. "The positive–negative–competence (PNC) model of psychological responses to representations of robots," Nature Human Behaviour, Nature, vol. 7(11), pages 1933-1954, November.
  12. Randi Singer & Sarah Abboud & Amy K. Johnson & Jessica L. Zemlak & Natasha Crooks & Sangeun Lee & Johannes Wilson & Della Gorvine & Jahari Stamps & Douglas Bruce & Susan G. Sherman & Alicia K. Matthew, 2023. "Experiences of Sex Workers in Chicago during COVID-19: A Qualitative Study," IJERPH, MDPI, vol. 20(11), pages 1-15, May.
  13. Elena Commodari & Valentina Lucia La Rosa & Giuseppina Susanna Nania, 2022. "Pregnancy, Motherhood and Partner Support in Visually Impaired Women: A Qualitative Study," IJERPH, MDPI, vol. 19(7), pages 1-13, April.
  14. Whitesell, Callie & Blount, Thomas H. & Alton Dailey, Susan & Hall, Marissa G. & Ribisl, Kurt M. & Sheeran, Paschal & Kalan, Mohammad Ebrahimi & Brewer, Noel T., 2024. "Uncontrolled vaping and restraint strategies: A qualitative study," Social Science & Medicine, Elsevier, vol. 349(C).
  15. Iulia Sorina Dan & Ionel Mugurel Jitea, 2023. "Barriers and Levers in the Development of the Value Chain of Organic Vegetables in Romania," Sustainability, MDPI, vol. 15(16), pages 1-17, August.
  16. Moreau, Nicolas & Larocque, Emmanuelle & Jaimes, Annie & Vinit, Florence & Quidu, Matthieu & Favier-Ambrosini, Brice, 2023. "Embodying or resisting social normativity? A carnal inquiry into exercise addiction experiences," Social Science & Medicine, Elsevier, vol. 327(C).
  17. Gabriella Francesca Amalia Pernice & Valeria Orso & Luciano Gamberini, 2023. "Is This Right for You?: The Key Role of Shop Assistants in Promoting Energy-Efficient Household Appliances," Sustainability, MDPI, vol. 15(24), pages 1-20, December.
  18. Júlio Belo Fernandes & Diana Vareta & Sónia Fernandes & Ana Silva Almeida & Dina Peças & Noélia Ferreira & Liliana Roldão, 2022. "Rehabilitation Workforce Challenges to Implement Person-Centered Care," IJERPH, MDPI, vol. 19(6), pages 1-9, March.
  19. Chikako Ishizuka & Kei Aoki, 2024. "Drivers of sustained brand engagement: cases of long-term customers of hedonic and utilitarian brands in Japan," Journal of Marketing Analytics, Palgrave Macmillan, vol. 12(4), pages 979-989, December.
  20. Sumaiya Islam & Cordelia Elaiho & Guedy Arniella & Sheydgi Rivera & Nita Vangeepuram, 2022. "A Pilot Study to Examine the Feasibility and Acceptability of a Virtual Adaptation of an In-Person Adolescent Diabetes Prevention Program," IJERPH, MDPI, vol. 19(19), pages 1-18, September.
  21. Alexis Dewaele & Eva Koppen & Sandra Van den Eynde, 2024. "Contextualized Experiences and Predictors of Condom Use in a Flemish Population: A Mixed Methods Study," IJERPH, MDPI, vol. 21(12), pages 1-16, November.
  22. Malik, Sushant & Kajale, Dilip, 2024. "Empowering Small and Marginal Farmers: Unveiling the Potential and Addressing Obstacles of Farmer Producer Organizations in India," Research on World Agricultural Economy, Nan Yang Academy of Sciences Pte Ltd (NASS), vol. 5(1), March.
  23. Sandven, Amanda Hauso & Jørgensen, Matias Thuen & Wassler, Philipp, 2024. "Residents' coping with cruise tourism," Annals of Tourism Research, Elsevier, vol. 105(C).
  24. Emily E. Chasco & Kimberly Dukes & DeShauna Jones & Alejandro P. Comellas & Richard M. Hoffman & Alpana Garg, 2022. "Brain Fog and Fatigue following COVID-19 Infection: An Exploratory Study of Patient Experiences of Long COVID," IJERPH, MDPI, vol. 19(23), pages 1-12, November.
  25. Hamza Garashi & Douglas Steinke & Ellen Schafheutle, 2022. "Strengths and Weaknesses of the Pharmacovigilance Systems in Three Arab Countries: A Mixed-Methods Study Using the WHO Pharmacovigilance Indicators," IJERPH, MDPI, vol. 19(5), pages 1-19, February.
  26. Wesley Darling & Jacquelyn Broader & Adam Cohen & Susan Shaheen, 2023. "Going My Way? Understanding Curb Management and Incentive Policies to Increase Pooling Service Use and Public Transit Linkages in the San Francisco Bay Area," Sustainability, MDPI, vol. 15(18), pages 1-20, September.
  27. Elizabeth L. Adams & Amanda Edgar & Peyton Mosher & Bridget Armstrong & Sarah Burkart & R. Glenn Weaver & Michael W. Beets & E. Rebekah Siceloff & Ronald J. Prinz, 2023. "Barriers to Optimal Child Sleep among Families with Low Income: A Mixed-Methods Study to Inform Intervention Development," IJERPH, MDPI, vol. 20(1), pages 1-15, January.
  28. Syarah Syazwani Arifin & Izran Sarrazin Mohammad & Rohaya Abdul Jalil, 2024. "Characteristics of Effective Investment Evaluation Methods for Servicescape Intangible Value Quantification," International Journal of Research and Innovation in Social Science, International Journal of Research and Innovation in Social Science (IJRISS), vol. 8(11), pages 656-681, November.
  29. Daniel Muir & Cristiana Orlando & Becci Newton, 2024. "Impact of summer programmes on the outcomes of disadvantaged or ‘at risk’ young people: A systematic review," Campbell Systematic Reviews, John Wiley & Sons, vol. 20(2), June.
  30. Kelly Lynn Bouchard & Diana S. Grigsby-Toussaint & Katelyn Fox & Sarah Amin & Maya Vadiveloo & Mary L. Greaney & Alison Tovar, 2022. "Maternal Experiences with Discussing Complementary Feeding in Primary Care," IJERPH, MDPI, vol. 19(19), pages 1-15, September.
  31. Tafel Maximilian & Szolnoki Gergely & Jedicke Eckhard, 2023. "Do German winegrowers see a connection between biodiversity and wine tourism?," Zeitschrift für Tourismuswissenschaft, De Gruyter, vol. 15(3), pages 321-333, October.
  32. Albert Amoakwa & George Asante & Samuel Bentil & Simon Nipah, 2024. "Climate Change Education in Basic Schools: The Educators’ Lens on Techniques and Challenges," International Journal of Research and Innovation in Social Science, International Journal of Research and Innovation in Social Science (IJRISS), vol. 8(2), pages 1012-1024, February.
  33. Michal Beňo, 2023. "Re-Establishing Home and Work Boundaries by Pseudo-Commuting Whilst Working from Home," Central European Business Review, Prague University of Economics and Business, vol. 2023(4), pages 123-134.
  34. Kelvin Mwita, 2022. "Factors influencing data saturation in qualitative studies," International Journal of Research in Business and Social Science (2147-4478), Center for the Strategic Studies in Business and Finance, vol. 11(4), pages 414-420, June.
  35. Sanvir Sandhu & Emma Wilson & Kaushik Chattopadhyay, 2023. "Perceptions and Experiences of Undergraduate Students Regarding Social Media as a Tool for Government COVID-19-Related Messages: A Qualitative Study in Nottingham, UK," IJERPH, MDPI, vol. 20(20), pages 1-14, October.
  36. Nguyen, Minh Hieu & Pojani, Dorina, 2024. "The effect of fuel price fluctuations on utilitarian cycling rates: A survey of cyclists in Vietnam," Journal of Transport Geography, Elsevier, vol. 115(C).
  37. Priska S. Schneider & Michelle Pantis & Christine Preiser & Daniela Hagmann & Gottfried M. Barth & Tobias J. Renner & Katharina Allgaier, 2024. "SARS-CoV-2 and Adolescent Psychiatric Emergencies at the Tübingen University Hospital: Analyzing Trends, Diagnoses, and Contributing Factors," IJERPH, MDPI, vol. 21(2), pages 1-27, February.
  38. Fried, Talia & Plotkin-Amrami, Galia, 2023. "Not all diagnoses are created equal: Mothers’ narratives of children, ADHD, and comorbid diagnoses," Social Science & Medicine, Elsevier, vol. 323(C).
  39. Massazza, Alessandro & May, Carl R. & Roberts, Bayard & Tol, Wietse A. & Bogdanov, Sergiy & Nadkarni, Abhijit & Fuhr, Daniela C., 2022. "Process evaluations of mental health and psychosocial support interventions for populations affected by humanitarian crises," Social Science & Medicine, Elsevier, vol. 303(C).
  40. Oliffe, John L. & Kelly, Mary T. & Gao, Nina & Mootz, Jennifer & Seidler, Zac E. & Rice, Simon M., 2023. "Neo-traditionalist, egalitarian and progressive masculinities in men's heterosexual intimate partner relationships," Social Science & Medicine, Elsevier, vol. 333(C).
  41. Amol Baxi, 2023. "Interim Finance in Creditor-Oriented Bankruptcy Codes: A Study in the Context of Insolvency & Bankruptcy Code, India," Vikalpa: The Journal for Decision Makers, , vol. 48(3), pages 189-205, September.
  42. Zahara Batool & Samantha Jamson & Sonja Forward, 2024. "Revealing How Much Drivers Understand about Vehicle Pollutants: Towards Development of Information Campaigns," Sustainability, MDPI, vol. 16(16), pages 1-17, August.
  43. Silvia Novelli & Francesca Moino & Patrizia Borsotto, 2022. "External Benefits of Irrigation in Mountain Areas: Stakeholder Perceptions and Water Policy Implications," Land, MDPI, vol. 11(9), pages 1-14, August.
  44. Kumar, Anand & Bala, Pradip Kumar & Chakraborty, Shibashish & Behera, Rajat Kumar, 2024. "Exploring antecedents impacting user satisfaction with voice assistant app: A text mining-based analysis on Alexa services," Journal of Retailing and Consumer Services, Elsevier, vol. 76(C).
  45. Christopher Morris & Richard E. Scott & Maurice Mars, 2024. "Towards ‘Formalising’ WhatsApp Teledermatology Practice in KZ-N District Hospitals: Key Informant Interviews," IJERPH, MDPI, vol. 21(10), pages 1-17, October.
  46. Daniel T. L. Shek, 2024. "Enhancement of Psychosocial Competence and Well-Being of Chinese High School Students under the COVID-19 Pandemic: Tin Ka Ping P.A.T.H.S. Project in Mainland China," Applied Research in Quality of Life, Springer;International Society for Quality-of-Life Studies, vol. 19(5), pages 2727-2748, October.
  47. Mäder, Sarah J. & Thoma, Myriam V. & Salas Castillo, Aileen N. & Dorigo, Melanie & Rohner, Shauna L., 2024. "Intra- and interpersonal influences on child adjustment and resilience in welfare care: A qualitative study with former caregivers in Switzerland," Children and Youth Services Review, Elsevier, vol. 161(C).
  48. Daniela Stelzmann & Sara Jahnke & Laura F. Kuhle, 2022. "Media Coverage of Pedophilia and Its Impact on Help-Seeking Persons with Pedophilia in Germany—A Focus Group Study," IJERPH, MDPI, vol. 19(15), pages 1-19, July.
  49. Simon Manda & Caroline Miti, 2024. "Does value chain inclusiveness increase smallholder resilience during pandemics? Lessons from the Zambia's sugar‐belt," Journal of International Development, John Wiley & Sons, Ltd., vol. 36(2), pages 773-794, March.
  50. Barbara Gordon & Jenifer Reader & Benjamin G. Larsen & Kelsey Cooper, 2024. "Utilization of Participatory Research Theory and a National Framework to Advance a State Food Security Research Agenda: A Mixed-Methods Study," IJERPH, MDPI, vol. 21(12), pages 1-16, December.
  51. Tyson McCrea, Katherine & Wilkins, Kaleigh V. & Richards, Maryse & “Cynthia” Onyeka, Ogechi & Miller, Kevin M. & DiClemente, Cara & Moore, Amzie & Watson, Heather L. & Gillis-Harry, Kassie & Jenkins, , 2024. "“We got to stand up and speak”: Youth in high-poverty, high-crime urban communities of color reflect on their cross-age mentoring program," Children and Youth Services Review, Elsevier, vol. 163(C).
  52. Dextre, Rosa María & Eschenhagen, María Luisa & Camacho Hernández, Mirtha & Rangecroft, Sally & Clason, Caroline & Couldrick, Laurence & Morera, Sergio, 2022. "Payment for ecosystem services in Peru: Assessing the socio-ecological dimension of water services in the upper Santa River basin," Ecosystem Services, Elsevier, vol. 56(C).
  53. Zhao, Guoqing & Xie, Xiaotian & Wang, Yi & Liu, Shaofeng & Jones, Paul & Lopez, Carmen, 2024. "Barrier analysis to improve big data analytics capability of the maritime industry: A mixed-method approach," Technological Forecasting and Social Change, Elsevier, vol. 203(C).
  54. Izudi, Jonathan & Cattamanchi, Adithya & Castelnuovo, Barbara & King, Rachel, 2024. "Barriers and facilitators to viral load suppression among people living with HIV following intensive adherence counseling in Kampala, Uganda: A qualitative study," Social Science & Medicine, Elsevier, vol. 343(C).
  55. Daniel Muir & Becci Newton & Cristiana Orlando, 2023. "PROTOCOL: Impact of summer programmes on the outcomes of disadvantaged or at risk young people: A systematic review," Campbell Systematic Reviews, John Wiley & Sons, vol. 19(3), September.
  56. Abdul‐Rahim Mohammed, 2024. "The hidden costs of austerity for social programmes in the Global South: Qualitative insights from two complementary services in Ghana's Livelihood Empowerment Against Poverty Programme," Journal of International Development, John Wiley & Sons, Ltd., vol. 36(4), pages 1965-1981, May.
  57. Irja Rzepka & Catharina Zehetmair & Emma Roether & David Kindermann & Anna Cranz & Florian Junne & Hans-Christoph Friederich & Christoph Nikendei, 2022. "Impact of and Coping with Post-Traumatic Symptoms of Refugees in Temporary Accommodations in Germany: A Qualitative Analysis," IJERPH, MDPI, vol. 19(17), pages 1-17, September.
  58. Naila Mushtaq & Shama Suleman & Abdul Qayyum, 2023. "Addressing User Concerns: A Qualitative Study on Data Privacy in Mobile Banking," Bulletin of Business and Economics (BBE), Research Foundation for Humanity (RFH), vol. 12(4), pages 135-140.
  59. Firoza Haffejee & Rivesh Maharajh & Maureen Nokuthula Sibiya, 2023. "Exploring the Lived Experiences of Vulnerable Females from a Low-Resource Setting during the COVID-19 Pandemic," IJERPH, MDPI, vol. 20(22), pages 1-12, November.
  60. Tesfaye T. Lemma & Minga Negash & Ayalew Lulseged & Warren Maroun, 2024. "Sustainability assurance and corporate environmental accountability," Business Strategy and the Environment, Wiley Blackwell, vol. 33(4), pages 3167-3183, May.
  61. Washington, Tyreasa & Despard, Mathieu, 2024. "Making a way out of no way: The importance of improving financial instability among African American kinship care families," Children and Youth Services Review, Elsevier, vol. 158(C).
  62. Maria Provenzano & Nicola Cillara & Felice Curcio & Maria Orsola Pisu & Cesar Iván Avilés González & Maria Francisca Jiménez-Herrera, 2024. "Electronic Health Record Adoption and Its Effects on Healthcare Staff: A Qualitative Study of Well-Being and Workplace Stress," IJERPH, MDPI, vol. 21(11), pages 1-14, October.
  63. Brittany V. Barber & George Kephart & Michael Vallis & Stephen A. Matthews & Ruth Martin-Misener & Daniel G. Rainham, 2024. "Time-Use Sequences: A Mixed-Methods Study Exploring How, When, and Where Spatiotemporal Patterns of Everyday Routines Can Strengthen Public Health Interventions," IJERPH, MDPI, vol. 21(9), pages 1-23, August.
  64. Liyanaarachchi, Gajendra & Mifsud, Matthieu & Viglia, Giampaolo, 2024. "Virtual influencers and data privacy: Introducing the multi-privacy paradox," Journal of Business Research, Elsevier, vol. 176(C).
  65. Nicole Brown, 2024. "Disclosure Dances in Doctoral Education," Social Sciences, MDPI, vol. 13(12), pages 1-18, December.
  66. Amro Hassan Ibrahim Alhassan & Zainudin Bin Hassan, 2024. "Understanding the Factors Behind Dropout Decisions: A Study of Primary School Students in Red Sea State, Sudan," International Journal of Research and Innovation in Social Science, International Journal of Research and Innovation in Social Science (IJRISS), vol. 8(3s), pages 5023-5034, October.
  67. Megan Eppler & Kayla Brock & Cheyenne Brunkow & Ellyn R. Mulcahy, 2022. "Perceptions of Barriers: An Examination of Public Health Practice in Kansas," IJERPH, MDPI, vol. 19(9), pages 1-9, May.
  68. Zheng, Wei-Quan & Cheung, Sze-Man & Zhu, Bo-Wei & Xiong, Lei & Tzeng, Gwo-Hshiung, 2024. "A hybrid multi-attribute decision-making model for the systematic evaluation of exoticism-themed retail spaces from the perspective of consumer experience," Journal of Retailing and Consumer Services, Elsevier, vol. 79(C).
  69. Mateusz Rozmiarek, 2024. "Applying Environmental Sustainability Practices in Martial Arts Sports Clubs: A Case Study of Poznan," Sustainability, MDPI, vol. 16(22), pages 1-15, November.
  70. Yu, Jiazhou & Dong, Dong & Sumerlin, Timothy S. & Kim, Jean H., 2023. "Feasibility of introducing effective alcohol harms reduction strategies in a low regulation region: A qualitative study from Hong Kong," Health Policy, Elsevier, vol. 138(C).
  71. Jacob A. Walker & Erin M. Staab & Jessica P. Ridgway & Jessica Schmitt & Melissa I. Franco & Scott Hunter & Darnell Motley & Neda Laiteerapong, 2024. "Patient Perspectives on Portal-Based Anxiety and Depression Screening in HIV Care: A Qualitative Study Using the Consolidated Framework for Implementation Research," IJERPH, MDPI, vol. 21(6), pages 1-16, May.
  72. Karina Nielsen & Claire Agate & Joanna Yarker & Rachel Lewis, 2024. "“It’s Business”: A Qualitative Study of Moral Injury in Business Settings; Experiences, Outcomes and Protecting and Exacerbating Factors," Journal of Business Ethics, Springer, vol. 194(2), pages 233-249, October.
  73. Siti Rohana Ahmad Ibrahim & Jamaiah Yahaya & Hasimi Sallehudin, 2022. "Green Software Process Factors: A Qualitative Study," Sustainability, MDPI, vol. 14(18), pages 1-26, September.
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