Digital Life Coaching During Stem Cell Transplantation: Development and Usability Study

Rahul Banerjee, Chiung-Yu Huang, Lisa Dunn, Jennifer Knoche, Chloe Ryan, Kelly Brassil, Lindsey Jackson, Dhiren Patel, Mimi Lo, Shagun Arora, Sandy W Wong, Jeffrey Wolf, Thomas Martin Iii, Anand Dhruva, Nina Shah, Rahul Banerjee, Chiung-Yu Huang, Lisa Dunn, Jennifer Knoche, Chloe Ryan, Kelly Brassil, Lindsey Jackson, Dhiren Patel, Mimi Lo, Shagun Arora, Sandy W Wong, Jeffrey Wolf, Thomas Martin Iii, Anand Dhruva, Nina Shah

Abstract

Background: For patients with multiple myeloma receiving high-dose chemotherapy followed by autologous stem cell transplantation (SCT), acute life disruptions and symptom burden may lead to worsened quality of life (QOL) and increased emotional distress. Digital life coaching (DLC), whereby trained coaches deliver personalized well-being-related support via phone calls and SMS text messaging, has been shown to improve QOL among SCT survivors. However, DLC has not been investigated during the acute peri-SCT period, which is generally characterized by symptomatic exacerbations and 2-week hospitalizations.

Objective: We launched a single-arm pilot study to investigate the feasibility of patient engagement with DLC during this intensive period.

Methods: We approached English-speaking adult patients with multiple myeloma undergoing autologous SCT at our center. Enrolled patients received 16 weeks of virtual access to a life coach beginning on day -5 before SCT. Coaches used structured frameworks to help patients identify and overcome personal barriers to well-being. Patients chose the coaching topics and preferred communication styles. Our primary endpoint was ongoing DLC engagement, defined as bidirectional conversations occurring at least once every 4 weeks during the study period. Secondary endpoints were electronic patient-reported outcome assessments of QOL, distress, and sleep disturbances.

Results: Of the 20 patients who were screened, 17 (85%) chose to enroll and 15 (75%) underwent SCT as planned. Of these 15 patients (median age 65 years, range 50-81 years), 11 (73%) demonstrated ongoing DLC engagement. The median frequency of bidirectional conversations during the 3-month study period was once every 6.2 days (range 3.9-28 days). During index hospitalizations with median lengths of stay of 16 days (range 14-31 days), the median frequency of conversations was once every 5.3 days (range 2.7-15 days). Electronic patient-reported outcome assessments (94% adherence) demonstrated an expected QOL nadir during the second week after SCT. The prevalence of elevated distress was highest immediately before and after SCT, with 69% of patients exhibiting elevated distress on day -5 and on day +2.

Conclusions: DLC may be feasible for older patients during intensive hospital-based cancer treatments such as autologous SCT for multiple myeloma. The limitations of our study include small sample size, selection bias among enrolled patients, and heterogeneity in DLC use. Based on the positive results of this pilot study, a larger phase 2 randomized study of DLC during SCT is underway to investigate the efficacy of DLC with regard to patient well-being.

Trial registration: ClinicalTrials.gov NCT04432818; https://ichgcp.net/clinical-trials-registry/NCT04432818.

Keywords: cancer; digital health; digital life coaching; feasibility; high-dose chemotherapy; life coaching; mobile phone; multiple myeloma; patient engagement; stem cell therapy; stem cell transplantation.

Conflict of interest statement

Conflicts of Interest: RB reports the following disclosures: Curio Science (honoraria), Guidepoint Global (consulting), Sanofi (consulting), SparkCures (consulting), and Pack Health (institutional research funding, not for this study). KB reports the following disclosures: Pack Health (employment), AbbVie (research), Astellas (research), BMS (research), Daiichi Sankyo (research), Genentech (research), GSK (research), and Sanofi (research). LJ reports the following disclosures: Pack Health (employment). DP reports the following disclosures: Pack Health (employment). ML reports the following disclosures: EUSA Pharma (consulting) and Oncopeptides (consulting). SWW reports the following disclosures: Amgen (consulting), BMS (research), Caelum (research), Genentech (research), Fortis (research), GSK (research), Janssen (research), and Sanofi (consulting). JW reports the following disclosures: Amgen (consulting), Celgene (consulting), Janssen (consulting), Novartis (consulting), and Takeda (consulting). TGM reports the following disclosures: Amgen (research), GSK (consulting), Janssen (research), Juno (consulting), Roche (consulting), Sanofi (research), and Seattle Genetics (research). NS reports the following disclosures: Amgen (consulting), Bluebird Bio (research), BMS/Celgene (consulting/research), CareDx (consulting), GSK (consulting), Indapta Therapeutics (consulting), Janssen (research), Karyopharm (consulting), Kite (consulting), Nektar (research), Poseida (research), Sanofi (consulting), Sutro Biopharma (research), and Teneobio (research). The remaining authors report no relevant disclosures.

©Rahul Banerjee, Chiung-Yu Huang, Lisa Dunn, Jennifer Knoche, Chloe Ryan, Kelly Brassil, Lindsey Jackson, Dhiren Patel, Mimi Lo, Shagun Arora, Sandy W Wong, Jeffrey Wolf, Thomas Martin III, Anand Dhruva, Nina Shah. Originally published in JMIR Formative Research (https://formative.jmir.org), 04.03.2022.

Figures

Figure 1
Figure 1
Flow diagram of enrolled patients. Abbreviations: DLC, digital life coaching; MM, multiple myeloma; SCT, stem cell transplantation.
Figure 2
Figure 2
Timeplot of bidirectional conversations. Days relative to SCT during which at least one bidirectional conversation took place are marked either by unboxed X icons (for outpatient) or boxed X icons (for inpatient). The 16-week study subperiod is divided into four 28-day subperiods as shown. *These patients underwent SCT but dropped out of the study prior to digital life coaching initiation. SCT: stem cell transplantation.
Figure 3
Figure 3
Repeated ePRO assessments over time. For QOL (physical), QOL (mental), and sleep disturbances, values represent population-adjusted T-scores with a mean of 50 and SD of 10. Higher values represent better physical/mental QOL and worsened sleep, respectively. For % elevated distress, values represent the percentage of patients at each timepoint who reported elevated distress (defined as a Distress Thermometer score of 4 or higher) [58]. ePRO: electronic patient-reported outcome; PROMIS: Patient-Reported Outcome Measurement Information System; QOL: quality of life; SCT: stem cell transplantation.

References

    1. Mikhael J, Ismaila N, Cheung MC, Costello C, Dhodapkar MV, Kumar S, Lacy M, Lipe B, Little RF, Nikonova A, Omel J, Peswani N, Prica A, Raje N, Seth R, Vesole DH, Walker I, Whitley A, Wildes TM, Wong SW, Martin T. Treatment of multiple myeloma: ASCO and CCO Joint Clinical Practice Guideline. J Clin Oncol. 2019 May 10;37(14):1228–1263. doi: 10.1200/JCO.18.02096.
    1. Dimopoulos M, Moreau P, Terpos E, Mateos M, Zweegman S, Cook G, Delforge M, Hájek R, Schjesvold F, Cavo M, Goldschmidt H, Facon T, Einsele H, Boccadoro M, San-Miguel J, Sonneveld P, Mey U, EHA Guidelines Committee. Electronic address: guidelines@ehaweb.org. ESMO Guidelines Committee. Electronic address: clinicalguidelines@esmo.org Multiple myeloma: EHA-ESMO Clinical Practice Guidelines for diagnosis, treatment and follow-up. Ann Oncol. 2021 Mar;32(3):309–322. doi: 10.1016/j.annonc.2020.11.014.S0923-7534(20)43169-2
    1. Anderson KO, Giralt SA, Mendoza TR, Brown JO, Neumann JL, Mobley GM, Wang XS, Cleeland CS. Symptom burden in patients undergoing autologous stem-cell transplantation. Bone Marrow Transplant. 2007 Jun;39(12):759–66. doi: 10.1038/sj.bmt.1705664.1705664
    1. Wang XS, Shi Q, Shah ND, Heijnen CJ, Cohen EN, Reuben JM, Orlowski RZ, Qazilbash MH, Johnson VE, Williams LA, Mendoza TR, Cleeland CS. Inflammatory markers and development of symptom burden in patients with multiple myeloma during autologous stem cell transplantation. Clin Cancer Res. 2014 Mar 01;20(5):1366–74. doi: 10.1158/1078-0432.CCR-13-2442. 1078-0432.CCR-13-2442
    1. Naegele M, Kirsch M, Ihorst G, Fierz K, Engelhardt M, De Geest S. Symptom experience of multiple myeloma (syMMex) patients treated with autologous stem cell transplantation following high-dose melphalan: a descriptive longitudinal study. Support Care Cancer. 2018 Mar;26(3):833–841. doi: 10.1007/s00520-017-3897-z.10.1007/s00520-017-3897-z
    1. Stamm SL, Spichiger E, Pabst T, Bachnick S, Jeitziner M. Symptom prevalence and health-related quality of life in patients undergoing autologous stem cell transplantation - A longitudinal observational study. Eur J Oncol Nurs. 2021 Aug;53:101997. doi: 10.1016/j.ejon.2021.101997. S1462-3889(21)00103-4
    1. Majhail NS, Mau LW, Denzen EM, Arneson TJ. Costs of autologous and allogeneic hematopoietic cell transplantation in the United States: a study using a large national private claims database. Bone Marrow Transplant. 2013 Feb;48(2):294–300. doi: 10.1038/bmt.2012.133. bmt2012133
    1. Dunavin N, Mau L, Meyer CL, Divine C, Abdallah A, Leppke S, D'Souza A, Denzen E, Saber W, Burns LJ, Ganguly S. Health care reimbursement, service utilization, and outcomes among Medicare beneficiaries with multiple myeloma receiving autologous hematopoietic cell transplantation in inpatient and outpatient settings. Biol Blood Marrow Transplant. 2020 Apr;26(4):805–813. doi: 10.1016/j.bbmt.2019.12.772. S1083-8791(20)30004-5
    1. Granell M, Senín Alicia, Barata A, Cibeira M, Gironella M, López-Pardo Jordi, Motlló Cristina, Garcia-Guiñón Antoni, Ben-Azaiz R, Abella E, Soler A, Canet M, Martí Josep Ma, Martino R, Sierra J, de Larrea CF, Oriol A, Rosiñol Laura, Group for the Study of MyelomaAmyloidosis of Catalonia (GEMMAC) Predictors of return to work after autologous stem cell transplantation in patients with multiple myeloma. Bone Marrow Transplant. 2021 Dec 17;56(12):2904–2910. doi: 10.1038/s41409-021-01429-0.10.1038/s41409-021-01429-0
    1. Kent EE, Ambs A, Mitchell SA, Clauser SB, Smith AW, Hays RD. Health-related quality of life in older adult survivors of selected cancers: data from the SEER-MHOS linkage. Cancer. 2015 Mar 01;121(5):758–65. doi: 10.1002/cncr.29119. doi: 10.1002/cncr.29119.
    1. Wood WA, Deal AM, Abernethy A, Basch E, Battaglini C, Kim YH, Whitley J, Shatten C, Serody J, Shea T, Reeve BB. Feasibility of frequent patient-reported outcome surveillance in patients undergoing hematopoietic cell transplantation. Biol Blood Marrow Transplant. 2013 Mar;19(3):450–9. doi: 10.1016/j.bbmt.2012.11.014. S1083-8791(12)00522-8
    1. Frödin U, Börjeson S, Lyth J, Lotfi K. A prospective evaluation of patients' health-related quality of life during auto-SCT: a 3-year follow-up. Bone Marrow Transplant. 2011 Oct;46(10):1345–52. doi: 10.1038/bmt.2010.304.bmt2010304
    1. Cohen MZ, Rozmus CL, Mendoza TR, Padhye NS, Neumann J, Gning I, Aleman A, Giralt S, Cleeland CS. Symptoms and quality of life in diverse patients undergoing hematopoietic stem cell transplantation. J Pain Symptom Manage. 2012 Aug;44(2):168–80. doi: 10.1016/j.jpainsymman.2011.08.011. S0885-3924(12)00141-8
    1. El-Jawahri A, LeBlanc T, VanDusen H, Traeger L, Greer JA, Pirl WF, Jackson VA, Telles J, Rhodes A, Spitzer TR, McAfee S, Chen YA, Lee SS, Temel JS. Effect of inpatient palliative care on quality of life 2 weeks after hematopoietic stem cell transplantation: a randomized clinical trial. JAMA. 2016 Nov 22;316(20):2094–2103. doi: 10.1001/jama.2016.16786. 2585978
    1. McQuellon R, Duckworth K, Campbell C, Russell G, Miskewicz K, Alsobrooks A. Fear of cancer recurrence, distress, depressive symptoms, and quality of life in hematopoietic stem cell transplantation patients. J Psychosoc Oncol Res Pract. 2019;1(2):e12. doi: 10.1097/OR9.0000000000000012.
    1. Asrar MM, Lad DP, Bansal D, Prinja S, Khadwal A, Prakash G, Jain A, Jandial A, Malhotra P. Health-related quality of life in transplant eligible multiple myeloma patients with or without early ASCT in the real-world setting. Leuk Lymphoma. 2021 Dec;62(13):3271–3277. doi: 10.1080/10428194.2021.1953011.
    1. Lee SJ, Loberiza FR, Antin JH, Kirkpatrick T, Prokop L, Alyea EP, Cutler C, Ho VT, Richardson PG, Schlossman RL, Fisher DC, Logan B, Soiffer RJ. Routine screening for psychosocial distress following hematopoietic stem cell transplantation. Bone Marrow Transplant. 2005 Jan 25;35(1):77–83. doi: 10.1038/sj.bmt.1704709.1704709
    1. El-Jawahri AR, Vandusen HB, Traeger LN, Fishbein JN, Keenan T, Gallagher ER, Greer JA, Pirl WF, Jackson VA, Spitzer TR, Chen YA, Temel JS. Quality of life and mood predict posttraumatic stress disorder after hematopoietic stem cell transplantation. Cancer. 2016 Mar 01;122(5):806–12. doi: 10.1002/cncr.29818. doi: 10.1002/cncr.29818.
    1. Griffith S, Fenech AL, Nelson A, Greer JA, Temel JS, El-Jawahri A. Post-traumatic stress symptoms in hematopoietic stem cell transplant (HCT) recipients. JCO. 2020 May 20;38(15_suppl):7505–7505. doi: 10.1200/jco.2020.38.15_suppl.7505.
    1. Banerjee R, Lazar AA, Dunn L, Knoche J, Lo M, Arora S, Wong SW, Wolf JL, Martin TG, Dhruva A, Shah N. Benzodiazepine and zolpidem prescriptions during autologous stem cell transplantation. eJHaem. 2021 Feb 06;2(2):276–279. doi: 10.1002/jha2.148.
    1. Mishkin AD, Shapiro PA, Reshef R, Lopez-Pintado S, Mapara MY. Standardized semi-structured psychosocial evaluation before hematopoietic stem cell transplantation predicts patient adherence to post-transplant regimen. Biol Blood Marrow Transplant. 2019 Nov;25(11):2222–2227. doi: 10.1016/j.bbmt.2019.06.019. S1083-8791(19)30402-1
    1. VanDusen H, Traeger L, Fishbein JN, Keenan T, Greer JA, Pirl WF, Jackson VA, Eusebio J, Gallagher ER, Graubert TA, Peppercorn JM, Spitzer TR, Ballen KK, McAfee SL, Dey B, Chen YA, Temel JS, El-Jawahri A. Psychological distress during hospitalization for hematopoietic stem cell transplantation to predict lower quality of life and high post-traumatic stress disorder symptoms at 6 months post-transplant. JCO. 2015 May 20;33(15_suppl):9557–9557. doi: 10.1200/jco.2015.33.15_suppl.9557.
    1. Johnson PC, Bhatt S, Reynolds MJ, Dhawale TM, Ufere N, Jagielo AD, Lavoie MW, Topping CE, Clay MA, Rice J, Yi A, DeFilipp Z, Chen Y, El-Jawahri A. Association between baseline patient-reported outcomes and complications of hematopoietic stem cell transplantation. Transplant Cell Ther. 2021 Jun;27(6):496.e1–496.e5. doi: 10.1016/j.jtct.2021.02.029.S2666-6367(21)00716-8
    1. El-Jawahri A, Traeger L, Greer JA, VanDusen H, Fishman SR, LeBlanc TW, Pirl WF, Jackson VA, Telles J, Rhodes A, Li Z, Spitzer TR, McAfee S, Chen YA, Temel JS. Effect of inpatient palliative care during hematopoietic stem-cell transplant on psychological distress 6 months after transplant: results of a randomized clinical trial. J Clin Oncol. 2017 Nov 10;35(32):3714–3721. doi: 10.1200/JCO.2017.73.2800.
    1. Jarden M, Nelausen K, Hovgaard D, Boesen E, Adamsen L. The effect of a multimodal intervention on treatment-related symptoms in patients undergoing hematopoietic stem cell transplantation: a randomized controlled trial. J Pain Symptom Manage. 2009 Aug;38(2):174–90. doi: 10.1016/j.jpainsymman.2008.09.005. S0885-3924(09)00061-X
    1. Deng G, Giralt S, Chung DJ, Landau H, Siman J, Search B, Coleton M, Vertosick E, Shapiro N, Chien C, Wang XS, Cassileth B, Mao JJ. Acupuncture for reduction of symptom burden in multiple myeloma patients undergoing autologous hematopoietic stem cell transplantation: a randomized sham-controlled trial. Support Care Cancer. 2018 Feb;26(2):657–665. doi: 10.1007/s00520-017-3881-7. 10.1007/s00520-017-3881-7
    1. Bates D, Bolwell B, Majhail NS, Rybicki L, Yurch M, Abounader D, Kohuth J, Jarancik S, Koniarczyk H, McLellan L, Dabney J, Lawrence C, Gallagher L, Kalaycio M, Sobecks R, Dean R, Hill B, Pohlman B, Hamilton BK, Gerds AT, Jagadeesh D, Liu HD. Music therapy for symptom management after autologous stem cell transplantation: results from a randomized study. Biol Blood Marrow Transplant. 2017 Sep;23(9):1567–1572. doi: 10.1016/j.bbmt.2017.05.015. S1083-8791(17)30462-7
    1. Cassileth BR, Vickers AJ, Magill LA. Music therapy for mood disturbance during hospitalization for autologous stem cell transplantation: a randomized controlled trial. Cancer. 2003 Dec 15;98(12):2723–9. doi: 10.1002/cncr.11842. doi: 10.1002/cncr.11842.
    1. Valdimarsdottir HB, Figueiro MG, Holden W, Lutgendorf S, Wu LM, Ancoli-Israel S, Chen J, Hoffman-Peterson A, Granski J, Prescott N, Vega A, Stern N, Winkel G, Redd WH. Programmed environmental illumination during autologous stem cell transplantation hospitalization for the treatment of multiple myeloma reduces severity of depression: a preliminary randomized controlled trial. Cancer Med. 2018 Sep;7(9):4345–4353. doi: 10.1002/cam4.1690. doi: 10.1002/cam4.1690.
    1. Wagland R, Fenlon D, Tarrant R, Howard-Jones G, Richardson A. Rebuilding self-confidence after cancer: a feasibility study of life-coaching. Support Care Cancer. 2015 Mar;23(3):651–9. doi: 10.1007/s00520-014-2399-5.
    1. Yun YH, Kim YA, Lee MK, Sim JA, Nam B, Kim S, Lee ES, Noh D, Lim J, Kim S, Kim S, Cho C, Jung KH, Chun M, Lee SN, Park KH, Park S. A randomized controlled trial of physical activity, dietary habit, and distress management with the Leadership and Coaching for Health (LEACH) program for disease-free cancer survivors. BMC Cancer. 2017 May 02;17(1):298. doi: 10.1186/s12885-017-3290-9. 10.1186/s12885-017-3290-9
    1. Gell NM, Grover KW, Humble M, Sexton M, Dittus K. Efficacy, feasibility, and acceptability of a novel technology-based intervention to support physical activity in cancer survivors. Support Care Cancer. 2017 Apr;25(4):1291–1300. doi: 10.1007/s00520-016-3523-5.10.1007/s00520-016-3523-5
    1. Srivastava U, Burton S, Lewis M, Patel D, Rasulnia M. Assessing the impact of a digital coaching program for patients with cancer. JCO. 2018 Oct 20;36(30_suppl):274–274. doi: 10.1200/jco.2018.36.30_suppl.274.
    1. Smith SK, Kuhn E, O'Donnell J, Koontz BF, Nelson N, Molloy K, Chang J, Hoffman J. Cancer distress coach: pilot study of a mobile app for managing posttraumatic stress. Psychooncology. 2018 Jan;27(1):350–353. doi: 10.1002/pon.4363.
    1. Post L, Liefbroer AI. Reducing distress in cancer patients-a preliminary evaluation of short-term coaching by expert volunteers. Psychooncology. 2019 Aug 18;28(8):1762–1766. doi: 10.1002/pon.5111.
    1. Gomersall SR, Skinner TL, Winkler E, Healy GN, Eakin E, Fjeldsoe B. Feasibility, acceptability and efficacy of a text message-enhanced clinical exercise rehabilitation intervention for increasing 'whole-of-day' activity in people living with and beyond cancer. BMC Public Health. 2019 Jun 03;19(Suppl 2):542. doi: 10.1186/s12889-019-6767-4. 10.1186/s12889-019-6767-4
    1. Gell NM, Grover KW, Savard L, Dittus K. Outcomes of a text message, Fitbit, and coaching intervention on physical activity maintenance among cancer survivors: a randomized control pilot trial. J Cancer Surviv. 2020 Feb;14(1):80–88. doi: 10.1007/s11764-019-00831-4.10.1007/s11764-019-00831-4
    1. Im E, Kim S, Yang YL, Chee W. The efficacy of a technology-based information and coaching/support program on pain and symptoms in Asian American survivors of breast cancer. Cancer. 2020 Feb 01;126(3):670–680. doi: 10.1002/cncr.32579. doi: 10.1002/cncr.32579.
    1. Lo J, Ballurkar K, Fox S, Tynan K, Luu N, Boyer M, Murali-Ganesh R. A digital coaching intervention for cancer survivors with job loss: retrospective study. JMIR Cancer. 2021 Nov 23;7(4):e31966. doi: 10.2196/31966. v7i4e31966
    1. Chaar D, Shin JY, Mazzoli A, Vue R, Kedroske J, Chappell G, Hanauer DA, Barton D, Hassett AL, Choi SW. A mobile health app (Roadmap 2.0) for patients undergoing hematopoietic stem cell transplant: qualitative study on family caregivers' perspectives and design considerations. JMIR Mhealth Uhealth. 2019 Oct 24;7(10):e15775. doi: 10.2196/15775. v7i10e15775
    1. Chen C, Mao A, Murray J, Oran B, Qazilbash M, Shah N. Feasibility of a smartphone-based health coaching intervention for patient self-management of nutrition in the post-chemotherapy setting. Blood | American Society of Hematology; ASH Annual Meeting; December 2, 2016; San Diego, CA. 2016. p. 1.
    1. Amonoo HL, Kurukulasuriya C, Chilson K, Onstad L, Huffman JC, Lee SJ. Improving quality of life in hematopoietic stem cell transplantation survivors through a positive psychology intervention. Biol Blood Marrow Transplant. 2020 Jun;26(6):1144–1153. doi: 10.1016/j.bbmt.2020.02.013. S1083-8791(20)30098-7
    1. Chen YR, Schulz PJ. The effect of information communication technology interventions on reducing social isolation in the elderly: a systematic review. J Med Internet Res. 2016 Jan 28;18(1):e18. doi: 10.2196/jmir.4596. v18i1e18
    1. For Life Sciences | A Better Way to Better Health. Pack Health. [2022-02-16].
    1. National Board for Health and Wellness Coaching. NBHWC. [2022-02-17].
    1. Prochaska JO, Velicer WF. The transtheoretical model of health behavior change. Am J Health Promot. 1997;12(1):38–48. doi: 10.4278/0890-1171-12.1.38.
    1. Ruggiero L. Transtheoretical model: applications in the prevention and treatment of cancer. Med Pediatr Oncol. 1998;Suppl 1:69–74. doi: 10.1002/(sici)1096-911x(1998)30:1+<69::aid-mpo10>;2-w.
    1. Lee HY, Lee MH, Sharratt M, Lee S, Blaes A. Development of a mobile health intervention to promote Papanicolaou tests and human papillomavirus vaccination in an underserved immigrant population: a culturally targeted and individually tailored text messaging approach. JMIR Mhealth Uhealth. 2019 Jun 06;7(6):e13256. doi: 10.2196/13256. v7i6e13256
    1. Cheek C, Piercy KW, Grainger S. Leaving home: how older adults prepare for intensive volunteering. J Appl Gerontol. 2015 Mar;34(2):181–98. doi: 10.1177/0733464813480268.0733464813480268
    1. Hagan TL, Arida JA, Hughes SH, Donovan HS. Creating individualized symptom management goals and strategies for cancer-related fatigue for patients with recurrent ovarian cancer. Cancer Nurs. 2017;40(4):305–313. doi: 10.1097/NCC.0000000000000407.
    1. Holt KA, Mogensen O, Jensen PT, Hansen DG. Goal setting in cancer rehabilitation and relation to quality of life among women with gynaecological cancer. Acta Oncol. 2015 Nov;54(10):1814–23. doi: 10.3109/0284186X.2015.1037009.
    1. Chan K, Wong FKY, Lee PH. A brief hope intervention to increase hope level and improve well-being in rehabilitating cancer patients: a feasibility test. SAGE Open Nurs. 2019;5:2377960819844381. doi: 10.1177/2377960819844381. 10.1177_2377960819844381
    1. Steffen LE, Cheavens JS, Vowles KE, Gabbard J, Nguyen H, Gan GN, Edelman MJ, Smith BW. Hope-related goal cognitions and daily experiences of fatigue, pain, and functional concern among lung cancer patients. Support Care Cancer. 2020 Feb 1;28(2):827–835. doi: 10.1007/s00520-019-04878-y. 10.1007/s00520-019-04878-y
    1. Eysenbach G. Improving the quality of Web surveys: the Checklist for Reporting Results of Internet E-Surveys (CHERRIES) J Med Internet Res. 2004 Sep 29;6(3):e34. doi: 10.2196/jmir.6.3.e34. v6e34
    1. Jensen RE, Moinpour CM, Potosky AL, Lobo T, Hahn EA, Hays RD, Cella D, Smith AW, Wu X, Keegan THM, Paddock LE, Stroup AM, Eton DT. Responsiveness of 8 Patient-Reported Outcomes Measurement Information System (PROMIS) measures in a large, community-based cancer study cohort. Cancer. 2017 Jan 01;123(2):327–335. doi: 10.1002/cncr.30354. doi: 10.1002/cncr.30354.
    1. Yost KJ, Eton DT, Garcia SF, Cella D. Minimally important differences were estimated for six Patient-Reported Outcomes Measurement Information System-Cancer scales in advanced-stage cancer patients. J Clin Epidemiol. 2011 May;64(5):507–16. doi: 10.1016/j.jclinepi.2010.11.018. S0895-4356(10)00431-2
    1. Bryant AL, Deal AM, Battaglini CL, Phillips B, Pergolotti M, Coffman E, Foster MC, Wood WA, Bailey C, Hackney AC, Mayer DK, Muss HB, Reeve BB. The effects of exercise on patient-reported outcomes and performance-based physical function in adults with acute leukemia undergoing induction therapy: Exercise and Quality of Life in Acute Leukemia (EQUAL) Integr Cancer Ther. 2018 Jun 24;17(2):263–270. doi: 10.1177/1534735417699881.
    1. Riba MB, Donovan KA, Andersen B, Braun I, Breitbart WS, Brewer BW, Buchmann LO, Clark MM, Collins M, Corbett C, Fleishman S, Garcia S, Greenberg DB, Handzo RGF, Hoofring L, Huang C, Lally R, Martin S, McGuffey L, Mitchell W, Morrison LJ, Pailler M, Palesh O, Parnes F, Pazar JP, Ralston L, Salman J, Shannon-Dudley MM, Valentine AD, McMillian NR, Darlow SD. Distress Management, Version 3.2019, NCCN Clinical Practice Guidelines in Oncology. J Natl Compr Canc Netw. 2019 Oct 01;17(10):1229–1249. doi: 10.6004/jnccn.2019.0048. jnccnGLsDistress1710
    1. Runaas L, Hoodin F, Munaco A, Fauer A, Sankaran R, Churay T, Mohammed S, Seyedsalehi S, Chappell G, Carlozzi N, Fetters MD, Kentor R, McDiarmid L, Brookshire K, Warfield C, Byrd M, Kaziunas S, Maher M, Magenau J, An L, Cohn A, Hanauer DA, Choi SW. Novel health information technology tool use by adult patients undergoing allogeneic hematopoietic cell transplantation: longitudinal quantitative and qualitative patient-reported outcomes. JCO Clin Cancer Inform. 2018 Dec;2(2):1–12. doi: 10.1200/CCI.17.00110.
    1. Racioppi A, Dalton T, Ramalingam S, Romero K, Ren Y, Bohannon L, Arellano C, Jonassaint J, Miller H, Barak I, Fish LJ, Choi T, Gasparetto C, Long GD, Lopez RD, Rizzieri DA, Sarantopoulos S, Horwitz ME, Chao NJ, Shah NR, Sung AD. Assessing the feasibility of a novel mHealth app in hematopoietic stem cell transplant patients. Transplant Cell Ther. 2021 Feb;27(2):181.e1–181.e9. doi: 10.1016/j.jtct.2020.10.017.S2666-6367(20)30025-7
    1. Marthick M, Janssen A, Cheema BS, Alison J, Shaw T, Dhillon H. Feasibility of an interactive patient portal for monitoring physical activity, remote symptom reporting, and patient education in oncology: qualitative study. JMIR Cancer. 2019 Nov 28;5(2):e15539. doi: 10.2196/15539. v5i2e15539
    1. Saleem M, Kühne Lisa, De Santis KK, Christianson L, Brand T, Busse H. Understanding engagement strategies in digital interventions for mental health promotion: scoping review. JMIR Ment Health. 2021 Dec 20;8(12):e30000. doi: 10.2196/30000. v8i12e30000
    1. Carlo AD, Hosseini Ghomi R, Renn BN, Strong MA, Areán Patricia A. Assessment of real-world use of behavioral health mobile applications by a novel stickiness metric. JAMA Netw Open. 2020 Aug 03;3(8):e2011978. doi: 10.1001/jamanetworkopen.2020.11978. 2768940
    1. Hershman DL, Unger JM, Hillyer GC, Moseley A, Arnold KB, Dakhil SR, Esparaz BT, Kuan MC, Graham ML, Lackowski DM, Edenfield WJ, Dayao ZR, Henry NL, Gralow JR, Ramsey SD, Neugut AI. Randomized trial of text messaging to reduce early discontinuation of adjuvant aromatase inhibitor therapy in women with early-stage breast cancer: SWOG S1105. J Clin Oncol. 2020 Jul 01;38(19):2122–2129. doi: 10.1200/JCO.19.02699.
    1. Costa LJ, Huang J, Hari PN. Disparities in utilization of autologous hematopoietic cell transplantation for treatment of multiple myeloma. Biol Blood Marrow Transplant. 2015 Apr;21(4):701–6. doi: 10.1016/j.bbmt.2014.12.024. S1083-8791(14)01468-2
    1. Jayakrishnan TT, Bakalov V, Chahine Z, Lister J, Wegner RE, Sadashiv S. Disparities in the enrollment to systemic therapy and survival for patients with multiple myeloma. Hematol Oncol Stem Cell Ther. 2021 Sep;14(3):218–230. doi: 10.1016/j.hemonc.2020.09.005. S1658-3876(20)30152-7
    1. Duckworth KE, Forti AM, Russell GB, Naik S, Hurd DD, McQuellon RP. Hematopoietic stem cell transplant candidate and designated proxy distress levels prior to hematopoietic stem cell transplantation. Am J Hosp Palliat Care. 2014 Dec;31(8):853–6. doi: 10.1177/1049909113508217. 1049909113508217
    1. Ransom S, Jacobsen PB, Booth-Jones M. Validation of the Distress Thermometer with bone marrow transplant patients. Psychooncology. 2006 Jul;15(7):604–12. doi: 10.1002/pon.993.
    1. Baliousis M, Rennoldson M, Snowden JA. Psychological interventions for distress in adults undergoing haematopoietic stem cell transplantation: a systematic review with meta-analysis. Psychooncology. 2016 Apr;25(4):400–11. doi: 10.1002/pon.3925.
    1. Mitchell M, White L, Oh P, Alter D, Leahey T, Kwan M, Faulkner G. Uptake of an incentive-based mHealth app: process evaluation of the Carrot Rewards App. JMIR Mhealth Uhealth. 2017 May 30;5(5):e70. doi: 10.2196/mhealth.7323. v5i5e70
    1. Shaw BE, Lee SJ, Horowitz MM, Wood WA, Rizzo JD, Flynn KE. Can we agree on patient-reported outcome measures for assessing hematopoietic cell transplantation patients? A study from the CIBMTR and BMT CTN. Bone Marrow Transplant. 2016 Sep;51(9):1173–9. doi: 10.1038/bmt.2016.113.bmt2016113
    1. Sidana S, Thanarajasingam G, Griffin J, Thompson C, Burtis M, Warsame R. Patient experience of chimeric antigen receptor (CAR)-T cell therapy vs stem cell transplant: longitudinal patient reported adverse events, cognition and quality of life. Blood | American Society of Hematology; ASH Annual Meeting; December 13, 2019; Orlando, FL. 2019. p. 794.

Source: PubMed

3
Předplatit