Abstract
Purpose
This study aimed to develop and examine the acceptability, feasibility, and usability of a text messaging, or Short Message Service (SMS), system for improving the receipt of survivorship care for adolescent and young adult (AYA) survivors of childhood cancer.
Methods
Researchers developed and refined the text messaging system based on qualitative data from AYA survivors in an iterative three-stage process. In stage 1, a focus group (n = 4) addressed acceptability; in stage 2, key informant interviews (n = 10) following a 6-week trial addressed feasibility; and in stage 3, key informant interviews (n = 23) following a 6-week trial addressed usability. Qualitative data were analyzed using a constant comparative analytic approach exploring in-depth themes.
Results
The final system includes programmed reminders to schedule and attend late effect screening appointments, tailored suggestions for community resources for cancer survivors, and messages prompting participant feedback regarding the appointments and resources. Participants found the text messaging system an acceptable form of communication, the screening reminders and feedback prompts feasible for improving the receipt of survivorship care, and the tailored suggestions for community resources usable for connecting survivors to relevant services. Participants suggested supplementing survivorship care visits and forming AYA survivor social networks as future implementations for the text messaging system.
Conclusions
The text messaging system may assist AYA survivors by coordinating late effect screening appointments, facilitating a partnership with the survivorship care team, and connecting survivors with relevant community resources.
Implications for Cancer Survivors
The text messaging system has the potential to improve the receipt of survivorship care.
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References
Howlader N, Noone AM, Krapcho M, Garshell J, Neyman N, Altekruse SF, et al. SEER Cancer Statistics Review, 1975–2010. In: Bethesda, MD, editor. National Cancer Institute. 2013. http://seer.cancer.gov/csr/1975_2010/. Accessed July 14, 2015
Oeffinger KC, Hudson MM. Long-term complications following childhood and adolescent cancer: foundations for providing risk-based health care for survivors. CA Cancer J Clin. 2004;54(4):208–36.
Zebrack BJ, Zeltzer LK, Whitton J, Mertens AC, Odom L, Berkow R, et al. Psychological outcomes in long-term survivors of childhood leukemia, Hodgkin’s disease, and non-Hodgkin’s lymphoma: a report from the childhood cancer survivor study. Pediatrics. 2002;110(1 Pt 1):42–52.
Wenzel L, DeAlba I, Habbal R, Kluhsman BC, Fairclough D, Krebs LU, et al. Quality of life in long-term cervical cancer survivors. Gynecol Oncol. 2005;97(2):310–7. doi:10.1016/j.ygyno.2005.01.010.
Gurney JG, Krull KR, Kadan-Lottick N, Nicholson HS, Nathan PC, Zebrack B, et al. Social outcomes in the childhood cancer survivor study cohort. J Clin Oncol. 2009;27(14):2390–5. doi:10.1200/JCO.2008.21.1458.
Meadows AT, Friedman DL, Neglia JP, Mertens AC, Donaldson SS, Stovall M, et al. Second neoplasms in survivors of childhood cancer: findings from the childhood cancer survivor study cohort. J Clin Oncol. 2009;27(14):2356–62. doi:10.1200/JCO.2008.21.1920.
Friedman DL, Whitton J, Leisenring W, Mertens AC, Hammond S, Stovall M, et al. Subsequent neoplasms in 5-year survivors of childhood cancer: the childhood cancer survivor study. J Natl Cancer Inst. 2010;102(14):1083–95. doi:10.1093/jnci/djq238.
MWSL H, Simone JV, editors. Childhood cancer survivorship: improving care and quality of life. Washington, D.C.: The National Academies Press; 2003.
Oeffinger KC, Mertens AC, Hudson MM, Gurney JG, Casillas J, Chen H, et al. Health care of young adult survivors of childhood cancer: a report from the childhood cancer survivor study. Ann Fam Med. 2004;2(1):61–70.
Nathan PC, Greenberg ML, Ness KK, Hudson MM, Mertens AC, Mahoney MC, et al. Medical care in long-term survivors of childhood cancer: a report from the childhood cancer survivor study. J Clin Oncol. 2008;26(27):4401–9. doi:10.1200/JCO.2008.16.9607.
Armstrong GT, Chen Y, Yasui Y, Leisenring W, Gibson TM, Mertens AC, Stovall M, Oeffinger KC, Bhatia S, Krull KR, Nathan PC, Neglia JP, Green DM, Hudson MM, Robison LL. Reduction in late mortality among 5-year survivors of childhood cancer. N Engl J Med. 2016;374(9):833–42. doi:10.1056/NEJMoa1510795.
Hudson MM, Mulrooney DA, Bowers DC, Sklar CA, Green DM, Donaldson SS, Oeffinger KC, Neglia JP, Meadows AT, Robison LL. High-risk populations identified in childhood cancer survivor study investigations: implications for risk-based surveillance. J Clin Oncol. 2009;27(14):2405–14. doi:10.1200/JCO.2008.21.1516.
Myneni S, Amith M, Geng Y, Tao C. Towards an ontology-driven framework to enable development of personalized mHealth solutions for cancer Survivors’ engagement in healthy living. Stud Health Technol Inform. 2015;216:113–7.
Pratt-Chapman M, Simon MA, Patterson A, Risendal BC, Patierno S. Survivorship navigation outcome measures: a report from the ACS patient navigation working group on survivorship navigation. Cancer. 2011;117(15 0):3575–84. doi:10.1002/cncr.26261.
Hewitt ME, Greenfield S, Stovall E, National Cancer Policy Board (U.S.). Committee on Cancer Survivorship: Improving Care and Quality of Life. From cancer patient to cancer survivor lost in transition. Washington, DC: National Academies Press; 2005.
Kirchhoff AC, Lyles CR, Fluchel M, Wright J, Leisenring W. Limitations in health care access and utilization among long-term survivors of adolescent and young adult cancer. Cancer. 2012;118(23):5964–72. doi:10.1002/cncr.27537.
Suh E, Daugherty CK, Wroblewski K, Lee H, Kigin ML, Rasinski KA, et al. General internists’ preferences and knowledge about the care of adult survivors of childhood cancer: a cross-sectional survey. Ann Intern Med. 2014;160(1):11–7. doi:10.7326/M13-1941.
Zebrack BJ, Eshelman DA, Hudson MM, Mertens AC, Cotter KL, Foster BM, et al. Health care for childhood cancer survivors: insights and perspectives from a Delphi panel of young adult survivors of childhood cancer. Cancer. 2004;100(4):843–50. doi:10.1002/cncr.20033.
Smits-Seemann RR, Kaul S, Zamora ER, Wu YP, Kirchhoff AC.Barriers to follow-up care among survivors of adolescent and young adult cancer. J Cancer Surviv. 2017;11(1):126–32. doi:10.1007/s11764-016-0570-3.
Moskowitz DS, Young SN. Ecological momentary assessment: what it is and why it is a method of the future in clinical psychopharmacology. J Psychiatry Neurosci. 2006;31(1):13–20.
Smyth JMSA. Ecological momentary assessment research in behavior medicine. J Happiness Stud. 2003;4:35–52.
Stone AA, Shiffman S. Capturing momentary, self-report data: a proposal for reporting guidelines. Ann Behav Med. 2002;24(3):236–43.
Fjeldsoe BS, Marshall AL, Miller YD. Behavior change interventions delivered by mobile telephone short-message service. Am J Prev Med. 2009;36(2):165–73. doi:10.1016/j.amepre.2008.09.040.
Lester R, Karanja S. Mobile phones: exceptional tools for HIV/AIDS, health, and crisis management. Lancet Infect Dis. 2008;8(12):738–9. doi:10.1016/S1473-3099(08)70265-2.
Mbuagbaw L, Bonono-Momnougui RC, Thabane L. Considerations in using text messages to improve adherence to highly active antiretroviral therapy: a qualitative study among clients in Yaounde, Cameroon. HIV AIDS (Auckl). 2012;4:45–50. doi:10.2147/HIV.S29954.
Lester RT, Ritvo P, Mills EJ, Kariri A, Karanja S, Chung MH, Jack W, Habyarimana J, Sadatsafavi M, Najafzadeh M, Marra CA, Estambale B, Ngugi E, Ball TB, Thabane L, Gelmon LJ, Kimani J, Ackers M, Plummer FA. Effects of a mobile phone short message service on antiretroviral treatment adherence in Kenya (WelTel Kenya1): a randomised trial. Lancet. 2010;376(9755):1838–45. doi:10.1016/S0140-6736(10)61997-6.9.
Niederhauser V, Johnson M, Tavakoli AS. Vaccines4Kids: assessing the impact of text message reminders on immunization rates in infants. Vaccine. 2015;33(26):2984–9. doi:10.1016/j.vaccine.2015.04.069.
Stockwell MS, Kharbanda EO, Martinez RA, Vargas CY, Vawdrey DK, Camargo S. Effect of a text messaging intervention on influenza vaccination in an urban, low-income pediatric and adolescent population: a randomized controlled trial. JAMA. 2012;307(16):1702–8. doi:10.1001/jama.2012.502.
McCann L, Maguire R, Miller M, Kearney N. Patients’ perceptions and experiences of using a mobile phone-based advanced symptom management system (ASyMS) to monitor and manage chemotherapy related toxicity. Eur J Cancer Care (Engl). 2009;18(2):156–64. doi:10.1111/j.1365-2354.2008.00938.x.
Madden M, Lenhart A, Duggan M, Cortesi S, Gasser U. Teens and Technology 2013. Pew Internet & American Life Project, March 13, 2013. http://www.pewinternet.org/2013/03/13/teens-and-technology-2013/. Accessed 10 Oct 2016.
Smith A. U.S. Smartphone Use in 2015. 2015. http://www.pewinternet.org/2015/04/01/us-smartphone-use-in-2015/.
Freyer DR. Transition of care for young adult survivors of childhood and adolescent cancer: rationale and approaches. J Clin Oncol. 2010;28(32):4810–8. doi:10.1200/JCO.2009.23.4278.
Children’s Oncology Group. Long-Term Follow-Up Guidelines for Survivors of Childhood, Adolescent, and Young Adult Cancer. Children's Oncology Group. 2014.http://www.survivorshipguidelines.org/. Accessed 10 Oct 2016.
Strauss ACJ. Basics of qualitative research: grounded theory procedures and techniques. Newbury Park, CA: Sage; 1990.
Bradley EH, Curry LA, Devers KJ. Qualitative data analysis for health services research: developing taxonomy, themes, and theory. Health Serv Res. 2007;42(4):1758–72. doi:10.1111/j.1475-6773.2006.00684.x.
Pope C, Ziebland S, Mays N. Qualitative research in health care. Analysing qualitative data. BMJ. 2000;320(7227):114–6.
QSR NVivo. Computer software. QSR International. Vers. 8. QSR International Pty Ltd, n.d. Web. http://www.qsrinternational.com. Accessed 12 Sept 2016.
Nathan PC, Ford JS, Henderson TO, Hudson MM, Emmons KM, Casillas JN, et al. Health behaviors, medical care, and interventions to promote healthy living in the childhood cancer survivor study cohort. J Clin Oncol. 2009;27(14):2363–73. doi:10.1200/jco.2008.21.1441.
Hudson MM, Ness KK, Gurney JG, et al. Clinical ascertainment of health outcomes among adults treated for childhood cancer. JAMA. 2013;309(22):2371–81. doi:10.1001/jama.2013.6296.
Butow P, Palmer S, Pai A, Goodenough B, Luckett T, King M. Review of adherence-related issues in adolescents and young adults with cancer. J Clin Oncol. 2010;28(32):4800–9. doi:10.1200/jco.2009.22.2802.
Stull VB, Snyder DC, Demark-Wahnefried W. Lifestyle interventions in cancer survivors: designing programs that meet the needs of this vulnerable and growing population. J Nutr. 2007;137(1 Suppl):243S–8S.
Landier W, editor. Establishing and Enhancing Services for Childhood Cancer Survivors: Long-Term Follow-Up Program Resource Guide. Monrovia, CA: Children’s Oncology Group; 2007.
Gardner MH, Barnes MJ, Bopanna S, Davis CS, Cotton PB, Heron BL, et al. Barriers to the use of psychosocial support services among adolescent and young adult survivors of pediatric cancer. Journal of Adolescent and Young Adult Oncology. 2014;3(3):112–6. doi:10.1089/jayao.2013.0036.
Hudson MM, Tyc VL, Srivastava DK, Gattuso J, Quargnenti A, Crom DB, et al. Multi-component behavioral intervention to promote health protective behaviors in childhood cancer survivors: the protect study. Med Pediatr Oncol. 2002;39(1):2–11. doi:10.1002/mpo.10071.
Kadan-Lottick NS, Robison LL, Gurney JG, Neglia JP, Yasui Y, Hayashi R, et al. Childhood cancer survivors’ knowledge about their past diagnosis and treatment: childhood cancer survivor study. JAMA. 2002;287(14):1832–9.
Odo R, Potter C. Understanding the needs of young adult cancer survivors: a clinical perspective. Oncology (Williston Park). 2009;23(11 Suppl Nurse Ed):23–7. 33
Mazzi C, Ganguly P, Kidd M. Healthcare applications based on software agents. Studies in health technology and informatics. 2001;84(Pt 1):136–40.
Miner AS, Milstein A, Schueller S, Hegde R, Mangurian C, Linos E. Smartphone-based conversational agents and responses to questions about mental health, interpersonal violence, and physical health. JAMA Intern Med. 2016;176(5):619–25. doi:10.1001/jamainternmed.2016.0400.
Wesley KM, Fizur PJ. A review of mobile applications to help adolescent and young adult cancer patients. Adolescent Health, Medicine and Therapeutics. 2015;6:141–8. doi:10.2147/AHMT.S69209.
Acknowledgments
Supported by Administrative Supplement NOT-CA-10-026 from the National Cancer Institute and by a seed grant from UCLA’s Jonsson Cancer Center Foundation.
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Ethical approval
The UCLA Institutional Review Board approved the study protocol and informed consent was obtained for each subject. Participants received a $40 gift card to offset potential text messaging costs. All procedures performed in this study involving human participants were in accordance with the ethical standards of the institutional and/or national research committee and with the 1964 Helsinki declaration and its later amendments or comparable ethical standards. All procedures were reviewed and approved by the Institutional Review Board of the University of California, Los Angeles.
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Informed consent was obtained from all individual participants included in the study.
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Casillas, J., Goyal, A., Bryman, J. et al. Development of a text messaging system to improve receipt of survivorship care in adolescent and young adult survivors of childhood cancer. J Cancer Surviv 11, 505–516 (2017). https://doi.org/10.1007/s11764-017-0609-0
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DOI: https://doi.org/10.1007/s11764-017-0609-0