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Systematic Review and Meta-Analyses

The state of the art and future opportunities for using longitudinal n-of-1 methods in health behaviour research: a systematic literature overview

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Pages 307-323 | Received 26 Sep 2016, Accepted 02 Apr 2017, Published online: 25 Apr 2017

References

  • Ajzen, I. (1991). The theory of planned behavior. Organizational Behavior and Human Decision Processes, 50(2), 179–211. doi: 10.1016/0749-5978(91)90020-T
  • Araujo, A., Julious, S., & Senn, S. (2016). Understanding variation in sets of n-of-1 trials. Plos One, 11(12). doi: 10.1371/journal.pone.0167167
  • Banducci, A. N., Long, K. E., & MacPherson, L. (2015). A case series of a behavioral activation-enhanced smoking cessation program for inpatient substance users with elevated depressive symptoms. Clinical Case Studies, 14(1), 61–77. doi: 10.1177/1534650114538699
  • Barlow, D. H., Nock, M., & Hersen, M. (2009). Single case experimental designs: Strategies for studying behavior for change (3rd ed.). Boston, MA: Pearson/Allyn and Bacon.
  • Bernard, R. S., Cohen, L. L., & Moffett, K. (2009). A token economy for exercise adherence in pediatric cystic fibrosis: A single-subject analysis. Journal of Pediatric Psychology, 34(4), 354–365. doi: 10.1093/jpepsy/jsn101
  • Bolger, N., & Laurenceau, J.-P. (2013). Intensive longitudinal methods: An introduction to diary and experience sampling research. New York, NY: Guilford Press.
  • Carver, C. S., & Scheier, M. F. (1982). Control theory: A useful conceptual framework for personality-social, clinical, and health psychology. Psychological Bulletin, 92(1), 111–135. doi:10.1037//0033-2909.92.1.111 doi: 10.1037/0033-2909.92.1.111
  • Casey, A. F., Mackay-Lyons, M., Connolly, E. M., Jennings, C., & Rasmussen, R. (2014). A comprehensive exercise program for a young adult male with Down’s syndrome who experienced a stroke. Disability and Rehabilitation, 36(17), 1402–1408. doi: 10.3109/09638288.2013.833304
  • Cervantes, C. M., & Porretta, D. L. (2013). Impact of after school programming on physical activity among adolescents with visual impairments. Adapted Physical Activity Quarterly, 30(2), 127–146. doi: 10.1123/apaq.30.2.127
  • Chen, L. T., Peng, C. Y., & Chen, M. E. (2015). Computing tools for implementing standards for single-case designs. Behavior Modification, 39(6), 835–869. doi: 10.1177/0145445515603706
  • Cohen, S., Chelland, Ball, K., & LeMura, L. (2002). Effects of fixed ratio schedules of reinforcement on exercise by college students. Perceptual and Motor Skills, 94(3 Pt 2), 1177–1186. doi: 10.2466/pms.2002.94.3c.1177
  • Cortina, S., Somers, M., Rohan, J. M., & Drotar, D. (2013). Clinical effectiveness of comprehensive psychological intervention for nonadherence to medical treatment: A case series. Journal of Pediatric Psychology, 38(6), 649–663. doi: 10.1093/jpepsy/jss175
  • Dallery, J., Cassidy, R. N., & Raiff, B. R. (2013). Single-case experimental designs to evaluate novel technology-based health interventions. Journal of Medical Internet Research, 15(2), doi: 10.2196/jmir.2227
  • Dallery, J., Kurti, A., & Erb, P. (2015). A new frontier: Integrating behavioral and digital technology to promote health behavior. Behavior Analyst, 38(1), 19–49. doi: 10.1007/s40614-014-0017-y
  • Daughters, S. B., Magidson, J. F., Schuster, R. M., & Safren, S. A. (2010). Act Healthy: A combined cognitive-behavioral depression and medication adherence treatment for HIV-infected substance users. Cognitive and Behavioral Practice, 17(3), 309–321. Retrieved from http://www.ncbi.nlm.nih.gov/pmc/articles/PMC3122920/ doi: 10.1016/j.cbpra.2009.12.003
  • Davidson, K. W., Peacock, J., Kronish, I. M., & Edmondson, D. (2014). Personalizing behavioral interventions through single-patient (N-of-1) trials. Social and Personality Psychology Compass, 8(8), 408–421. doi: 10.1111/spc3.12121
  • De Marco, A. C., Zeisel, S., & Odom, S. L. (2015). An evaluation of a program to increase physical activity for young children in child care. Early Education and Development, 26(1), 1–21. doi: 10.1080/10409289.2014.932237
  • Gabler, N. B., Duan, N., Vohra, S., & Kravitz, R. L. (2011). N-of-1 trials in the medical literature: A systematic review. Medical Care, 49(8), 761–768. doi: 10.1097/MLR.0b013e318215d90d
  • Gonzalez, J. S., McCarl, L. A., Wexler, D. J., Cagliero, E., Delahanty, L., Soper, T. D., … Safren, S. A. (2010). Cognitive-behavioral therapy for adherence and depression (CBT-AD) in type 2 diabetes. Journal of Cognitive Psychotherapy, 24(4), 329–343. doi: 10.1891/0889-8391.24.4.329
  • Gorczynski, P., Morrow, D., & Irwin, J. D. (2008). The impact of co-active coaching on physically inactive 12 to 14 year olds in Ontario. International Journal of Evidence Based Coaching and Mentoring, 6(2), 13–26. Retrieved from http://ijebcm.brookes.ac.uk/documents/vol06issue2-paper-02.pdf
  • Gorski, J. A., Slifer, K. J., Townsend, V., Kelly-Suttka, J., & Amari, A. (2005). Behavioural treatment of non-compliance in adolescents with newly acquired spinal cord injuries. Pediatric Rehabilitation, 8(3), 187–198. doi: 10.1080/13638490400021438
  • Gray, W. N., Janicke, D. M., Fennell, E. B., Driscoll, D. C., & Lawrence, R. M. (2011). Piloting behavioral family systems therapy to improve adherence among adolescents with HIV: A case series intervention study. Journal of Health Psychology, 16(5), 828–842. doi: 10.1177/1359105310394230
  • Hill, M. L., Masuda, A., Moore, M., & Twohig, M. P. (2015). Acceptance and commitment therapy for individuals with problematic emotional eating: A case-series study. Clinical Case Studies, 14(2), 141–154. doi: 10.1177/1534650114547429
  • Hobbs, N., Dixon, D., Johnston, M., & Howie, K. (2013). Can the theory of planned behaviour predict the physical activity behaviour of individuals? Psychology and Health, 28(3), 234–249. doi: 10.1080/08870446.2012.716838
  • Howick, J., Chalmers, I., Glasziou, P., Greenhaigh, T., Heneghan, C., Liberati, A., & Thornton, H. (2011). The 2011 oxford CEBM evidence table. Oxford Centre for evidence-based medicine. Retrieved from http://www.cebm.net/wp-content/uploads/2014/06/CEBM-Levels-of-Evidence-2.1.pdf
  • Hox, J. J., Moerbeek, M., & van de Schoot, R. (2010). Multilevel analysis: Techniques and applications (2nd ed.). New York: Routledge.
  • Johnston, D. W., & Johnston, M. (2013). Useful theories should apply to individuals. British Journal of Health Psychology, 18(3), 469–473. doi: 10.1111/bjhp.12049
  • Johnston, M., & Dixon, D. (2014). Developing an integrated biomedical and behavioural theory of functioning and disability: Adding models of behaviour to the ICF framework. Health Psychology Review, 8(4), 381–403. doi: 10.1080/17437199.2013.855592
  • Joy, T. R., Monjed, A., Zou, G. Y., Hegele, R. A., McDonald, C. G., & Mahon, J. L. (2014). N-of-1 (single-patient) trials for statin-related myalgia. Annals of Internal Medicine, 160(5), 301–310. doi: 10.7326/M13-1921
  • Lane-Brown, A., & Tate, R. (2010). Evaluation of an intervention for apathy after traumatic brain injury: A multiple-baseline, single-case experimental design. Journal of Head Trauma Rehabilitation, 25(6), 459–469. doi: 10.1097/HTR.0b013e3181d98e1d
  • Lee, D. C., Budney, A. J., Brunette, M. F., Hughes, J. R., Etter, J. F., & Stanger, C. (2014). Treatment models for targeting tobacco use during treatment for cannabis use disorder: Case series. Addictive Behaviors, 39(8), 1224–1230. doi: 10.1016/j.addbeh.2014.04.010
  • Lemoncello, R. R. (2009). A within-subjects experimental evaluation of the television assisted prompting (TAP) system to maximize completion of home-delivered swallow strengthening exercises among individuals with co-occurring acquired swallowing and cognitive impairments (Unpublished PhD dissertation). University of Oregon, Oregon.
  • Lowe, S. S., Watanabe, S. M., Baracos, V. E., & Courneya, K. S. (2013). Home-based functional walking program for advanced cancer patients receiving palliative care: A case series. BMC Palliative Care, 12(1). doi: 10.1186/1472-684X-12-22
  • Kazdin, A. E. (2011). Single-case research designs: Methods for clinical and applied settings (2nd ed.). New York: Oxford University Press.
  • Kratochwill, T. R., Hitchcock, J. H., Horner, R. H., Levin, J. R., Odom, S. L., Rindskopf, D. M., & Shadish, W. R. (2013). Single-case intervention research design standards. Remedial and Special Education, 34(1), 26–38. doi: 10.1177/0741932512452794
  • Kwasnicka, D., Dombrowski, S. U., White, M., & Sniehotta, F. F. (2015). Data-prompted interviews: Using individual ecological data to stimulate narratives and explore meanings. Health Psychology, 34(12), 1191–1194. doi: 10.1037/hea0000234
  • Lillie, E. O., Patay, B., Diamant, J., Issell, B., Topol, E. J., & Schork, N. J. (2011). The n-of-1 clinical trial: The ultimate strategy for individualizing medicine? Personalized Medicine, 8(2), 161–173. doi: 10.2217/pme.11.7
  • Lin, S. X., Morrison, L., Smith, P. W., Hargood, C., Weal, M., & Yardley, L. (2016). Properties of bootstrap tests for N-of-1 studies. British Journal of Mathematical and Statistical Psychology. doi: 10.1111/bmsp.12071
  • MacPherson, L., Collado, A., Ninnemann, A., & Hoffman, E. (in press). Development of a behavioral activation-based intervention for cigarette-smoking young adults. Cognitive and Behavioral Practice. doi: 10.1016/j.cbpra.2016.03.004
  • Manolov, R., Gast, D. L., Perdices, M., & Evans, J. J. (2014). Single-case experimental designs: Reflections on conduct and analysis. Neuropsychological Rehabilitation, 24(3), 634–660. doi: 10.1080/09602011.2014.903199
  • McCrae, C. S., Tierney, C. G., & McNamara, J. P. H. (2005). Behavioral intervention for insomnia: Future directions for nontraditional caregivers at various stages of care. Clinical Gerontologist, 29(2), 95–114. doi: 10.1300/J018v29n02_10
  • McDonald, S., Araujo-Soares, V., & Sniehotta, F. F. (2016a). N-of-1 randomised controlled trials in health psychology and behavioural medicine. Psychology & Health, 31(3), 331–333. doi: 10.1080/08870446.2016.1145221
  • McDonald, S., & Davidson, K. W. (2016). Using N-of-1 methods to study or change health-related behaviour and outcomes: A symposium summary. European Health Psychologist, 18, 38–42. Retrieved from http://www.ehps.net/ehp/index.php/contents/article/view/1415/
  • McDonald, S., Quinn, F., Hobbs, N., White, M., & Sniehotta, F. F. (2014). A systematic review of n-of-1 observational and experimental studies with health-related behavioural outcomes. Retrieved from http://www.crd.york.ac.uk/PROSPERO/display_record.asp?ID=CRD42014007258
  • McDonald, S., Vieira, R., O’Brien, N., White, M., & Sniehotta, F. F. (2016b). Does physical activity and sedentary behavior change during the retirement transition? Findings from a series of novel n-of-1 natural experiments. International Journal of Behavioral Medicine, 23, S261–S261. doi: 10.1007/s12529-016-9586-3
  • McEachan, R. R. C., Conner, M., Taylor, N. J., & Lawton, R. J. (2011). Prospective prediction of health-related behaviours with the theory of planned behaviour: A meta-analysis. Health Psychology Review, 5(2), 97–144. doi: 10.1080/17437199.2010.521684
  • Medical Research Council. (2008). Developing and evaluating complex interventions: New guidance. Retrieved from https://www.mrc.ac.uk/documents/pdf/complex-interventions-guidance/
  • Moeller, J. D., Dattilo, J., & Rusch, F. (2015). Applying quality indicators to single-case research designs used in special education: A systematic review. Psychology in the Schools, 52(2), 139–153. doi: 10.1002/pits.21801
  • Molenaar, P. C. M., & Campbell, C. G. (2009). The new person-specific paradigm in psychology. Current Directions in Psychological Science, 18(2), 112–117. doi: 10.1111/j.1467-8721.2009.01619.x
  • Newham, J., Presseau, J., Araujo-Soares, V., & Sniehotta, F. F. (2015). Differential responses to interventions targeting physical activity compared to sedentary time: A randomized n-of-1 design. European Health Psychologist, 17, 520. Retrieved from http://www.ehps.net/ehp/index.php/contents/article/view/890
  • Nikles, C. J., Clavarino, A. M., & Del Mar, C. B. (2005). Using n-of-1 trials as a clinical tool to improve prescribing. British Journal of General Practice, 55(512), 175–180. Retrieved from http://www.ncbi.nlm.nih.gov/pubmed/15808031
  • Ninci, J., Vannest, K. J., Willson, V., & Zhang, N. (2015). Interrater agreement between visual analysts of single-case data: A meta-analysis. Behavior Modification, 39(4), 510–541. doi: 10.1177/0145445515581327
  • Norberg, M. M., Perry, U., Mackenzie, J., & Copeland, J. (2014). Met plus CBT for ecstasy use when clients are depressed: A case series. Cognitive and Behavioral Practice, 21(1), 55–63. doi: 10.1016/j.cbpra.2013.06.002
  • Norcross, J. C., & Wampold, B. E. (2011). What works for whom: Tailoring psychotherapy to the person. Journal of Clinical Psychology, 67(2), 127–132. doi: 10.1002/jclp.20764
  • Nyman, S. R., Goodwin, K., Kwasnicka, D., & Callaway, A. (2015). Increasing walking among older people: A test of behaviour change techniques using factorial randomised N-of-1 trials. Psychology & Health, 1–18. doi: 10.1080/08870446.2015.1088014
  • O’Brien, N., Philpott-Morgan, S., & Dixon, D. (2016). Using impairment and cognitions to predict walking in osteoarthritis: A series of n-of-1 studies with an individually tailored, data-driven intervention. British Journal of Health Psychology, 21(1), 52–70. doi: 10.1111/bjhp.12153
  • Pauzano-Slamm, N. M. (2005). Mindfulness meditation for chronic fatigue syndrome: A controlled trial ( Unpublished PhD dissertation). Hofstra University, New York.
  • Payne, M. E., Eaton, C. K., Mee, L. L., & Blount, R. L. (2013). Promoting medication adherence and regimen responsibility in two adolescents on hemodialysis for end stage renal disease: A case study. Clinical Case Studies, 12(2), 95–110. doi: 10.1177/1534650112467079
  • Penica, S., & Williams, K. E. (2008). The use of a psychological intervention to increase adherence during factor administration in a child with haemophilia. Haemophilia, 14(5), 939–944. doi: 10.1111/j.1365-2516.2008.01789.x
  • Perdices, M., & Tate, R. L. (2009). Single-subject designs as a tool for evidence-based clinical practice: Are they unrecognised and undervalued? Neuropsychological Rehabilitation, 19(6), 904–927. doi: 10.1080/09602010903040691
  • Piven, E., & Duran, R. (2014). Reduction of non-adherent behaviour in a Mexican-American adolescent with type 2 diabetes. Occupational Therapy International, 21(1), 42–51. doi: 10.1002/oti.1363
  • Punja, S., Bukutu, C., Shamseer, L., Sampson, M., Hartling, L., Urichuk, L., & Vohra, S. (2016). The design, analysis and meta-analysis of N-of-1 trials: A tapestry of heterogeneity. Journal of Clinical Epidemiology. doi: 10.1016/j.jclinepi.2016.03.023
  • Quinn, F., Johnston, M., & Johnston, D. W. (2013). Testing an integrated behavioural and biomedical model of disability in n-of-1 studies with chronic pain. Psychology & Health, 28(12), 1391–1406. doi: 10.1080/08870446.2013.814773
  • Romero, V. I. (2010). Parental substance abuse and child neglect: A controlled trial of a developed treatment manual (Unpublished PhD dissertation). University of Nevada, Las Vegas.
  • Sather, B. C., Forbes, J. J., Starck, D. J., & Rovers, J. P. (2007). Effect of a personal automated dose-dispensing system on adherence: A case series. Journal of the American Pharmacists Association, 47(1), 82–85. Retrieved from http://www.ncbi.nlm.nih.gov/pubmed/17338479 doi: 10.1331/1544-3191.47.1.82.Sather
  • Schafer, J. L., & Graham, J. W. (2002). Missing data: Our view of the state of the art. Psychological Methods, 7(2), 147–177. doi:10.1037/1082-989X.7.2.147 12090408 doi: 10.1037/1082-989X.7.2.147
  • Scholes, S., & Mindell, J. (2013). Health survey for England 2012. Chapter 2: Physical activity in adults. London: The Health and Social Care Information Centre.
  • Sevick, M. A., Piraino, B., Sereika, S., Starrett, T., Bender, C., Bernardini, J., … Burke, L. E. (2005). A preliminary study of PDA-based dietary self-monitoring in hemodialysis patients. Journal of Renal Nutrition, 15(3), 304–311. Retrieved from http://www.ncbi.nlm.nih.gov/pubmed/16007560 doi: 10.1016/j.jrn.2005.04.003
  • Shiffman, S., Stone, A. A., & Hufford, M. R. (2008). Ecological momentary assessment. Annual Review of Clinical Psychology, 4, 1–32. doi: 10.1146/annurev.clinpsy.3.022806.091415
  • Smith, J. D. (2012a). Single-case experimental designs: A systematic review of published research and current standards. Psychological Methods, 17(4), 510–550. doi: 10.1037/a0029312
  • Smith, R. C. (2012b). Test of a treatment for PTSD and nicotine dependence using intensive, single-case designs (Unpublished PhD dissertation). University of Arkansas, Fayetteville.
  • Sniehotta, F. F., Presseau, J., Hobbs, N., & Araujo-Soares, V. (2012). Testing self-regulation interventions to increase walking using factorial randomized n-of-1 trials. Health Psychology, 31(6), 733–737. doi: 10.1037/a0027337
  • Sonnier, B. L. (2002). Effects of self-monitoring and monetary reward on fluid adherence among adult hemodialysis patients (Unpublished PhD dissertation). University of North Texas.
  • Soroudi, N., Perez, G. K., Gonzalez, J. S., Greer, J. A., Pollack, M. H., Otto, M. W., & Safren, S. A. (2008). CBT for medication adherence and depression (CBT-AD) in HIV-infected patients receiving methadone maintenance therapy. Cognitive and Behavioral Practice, 15(1), 93–106. doi: 10.1016/j.cbpra.2006.11.004
  • Stone, A. A. (2000). The science of self-report: Implications for research and practice. Mahwah, NJ: Lawrence Erlbaum.
  • Tabachnick, B. G., & Fidell, L. S. (2007). Using multivariate statistics (5th ed.). Boston, MA: Pearson/A&B.
  • Tate, R. L., Perdices, M., Rosenkoetter, U., Wakim, D., Godbee, K., Togher, L., & McDonald, S. (2013). Revision of a method quality rating scale for single-case experimental designs and n-of-1 trials: The 15-item risk of bias in n-of-1 trials (RoBiNT) scale. Neuropsychological Rehabilitation, 23(5), 619–638. doi: 10.1080/09602011.2013.824383
  • Tate, R. L., Rosenkoetter, U., Vohra, S., Horner, R., Kratochwill, T., Sampson, M., … Wilson, B. (2016). The single-case reporting guideline in behavioural interventions (SCRIBE) 2016 statement. Journal of Clinical Epidemiology, 73, 142–152. doi: 10.1016/j.jclinepi.2016.04.006
  • Vail-Gandolfo, N. (2009). The effects of a motivational program on glycemic control, physical activity and weight loss in individuals with type 2 diabetes mellitus (Unpublished PhD dissertation). Hofstra University, New York.
  • Vohra, S., Shamseer, L., Sampson, M., Bukutu, C., Schmid, C. H., Tate, R., … Moher, D. (2015). Consort extension for reporting n-of-1 trials (CENT) 2015 statement. Journal of Clinical Epidemiology. doi: 10.1016/j.jclinepi.2015.05.004
  • Ward, C. M., Brinkman, T., Slifer, K. J., & Paranjape, S. M. (2010). Using behavioral interventions to assist with routine procedures in children with cystic fibrosis. Journal of Cystic Fibrosis, 9(2), 150–153. doi: 10.1016/j.jcf.2009.11.008
  • Wright, N. R., & Thompson, C. (2002). Withdrawal from alcohol using monitored alcohol consumption: A case report. Alcohol and Alcoholism, 37(4), 344–346. doi: 10.1093/alcalc/37.4.344
  • Yngman-Uhlin, P., Fernstrom, A., Borjeson, S., & Edell-Gustafsson, U. (2012). Evaluation of an individual sleep intervention programme in people undergoing peritoneal dialysis treatment. Journal of Clinical Nursing, 21(23–24), 3402–3417. doi: 10.1111/j.1365-2702.2012.04282.x