Arm Lymphedema Prevention Adherence Questionnaire: Validation and HAPA Model Application in Breast Cancer Postoperative Patients
Keywords:
Adherence to arm lymphedema prevention behaviors, HAPA model, Structural equation modelling, Validation questionnaire sustainabilityAbstract
Objective: Arm lymphedema is a common, lifelong postoperative complication in breast cancer survivors, and adherence to prevention behaviors may help reduce its occurrence. This study aimed to validate the modified questionnaire on adherence to arm lymphedema prevention behaviors and examine the strength of the relationship between constructs of the Health Action Process Approach (HAPA) model and adherence to arm lymphedema prevention behaviors among breast cancer postoperative patients. Methods: A cross-sectional study was conducted from August to November 2024. Exploratory factor analysis (EFA) assessed construct validity, and Cronbach’ s α evaluated reliability. Path analysis using Structural Equation Modelling (SEM) tested the HAPA model and relationships among variables. Results: EFA supported a three-factor structure for the modified questionnaire with an overall Cronbach’ s α of 0.92. In the pre-intentional motivational phase, the path coefficients demonstrated a statistically significant effect of risk perception, outcome expectancy and action self-efficacy on behavioral intention. In the post-intentional volition phase, the path from behavioral intention and coping planning to adherence to arm lymphedema prevention behaviors showed significant effects. However, the effect of coping self-efficacy and action planning on adherence to arm lymphedema prevention behaviors was not significant. Conclusion: The modified questionnaire demonstrated good construct validity and reliability. Risk perception, outcome expectancy and action self-efficacy were key determinants of behavioral intention; behavioral intention and coping planning (excluding coping self-efficacy and action planning) influenced adherence. The results provide a basis for interventions to improve adherence to arm lymphedema prevention behaviors in postoperative breast cancer patients, potentially reducing lymphedema incidence and improving postoperative quality of life.
References
Liu YF, Liu JE, Mak YW, et al. Prevalence and predictors of breast cancer-related arm lymphedema over a 10-year period in postoperative breast cancer patients: A cross-sectional study. Eur J Oncol Nurs. 2021; 51: 101909. DOI: 10.1016/j.ejon.2021.101909
Zhuang L, Chen Q, Chen H, et al. Breast cancer-related lymphedema and recurrence of breast cancer: Protocol for a prospective cohort study in China. PLoS One. 2023; 18(5): e0285772. Published 2023 May 16. DOI: 10.1371/journal.pone.0285772
Togawa K, Ma H, Smith AW, et al. Self-reported symptoms of arm lymphedema and health-related quality of life among female breast cancer survivors. Sci Rep. 2021; 11(1): 10701. Published 2021 May 21. DOI: 10.1038/s41598-021-89055-0
Babasaheb SS, Rajesh KK, Yeshwant KS, Patil S. Analysis of Spinal Dysfunction in Breast Cancer Survivors with Lymphedema. Asian Pac J Cancer Prev. 2021; 22(6): 1869-73. Published 2021 Jun 1. DOI: 10.31557/APJCP.2021.22.6.1869
McLaughlin SA, Brunelle CL, Taghian A. Breast Cancer-Related Lymphedema: Risk Factors, Screening, Management, and the Impact of Locoregional Treatment. J Clin Oncol. 2020; 38(20): 2341-50. DOI: 10.1200/JCO.19.02896
Jørgensen MG, Toyserkani NM, Hansen FG, Bygum A, Sørensen JA. The impact of lymphedema on health-related quality of life up to 10 years after breast cancer treatment. NPJ Breast Cancer. 2021; 7(1): 70. Published 2021 Jun 1. DOI: 10.1038/s41523-021-00276-y
McWayne J, Heiney SP. Psychologic and social sequelae of secondary lymphedema: a review. Cancer. 2005; 104(3): 457-66. DOI: 10.1002/cncr.21195
Fu MR. Breast cancer-related lymphedema: Symptoms, diagnosis, risk reduction, and management. World J Clin Oncol. 2014; 5(3): 241-47. DOI: 10.5306/wjco.v5.i3.241
Fabro EAN, Macedo FO, Costa RM, et al. Guidelines for the prevention of secondary lymphedema following breast cancer treatment: adhesion and associated factors. Mastology. 2021; 31:1-9.
Sherman KA, Miller SM, Roussi P, Taylor A. Factors predicting adherence to risk management behaviors of women at increased risk for developing lymphedema. Support Care Cancer. 2015; 23(1): 61-69. DOI: 10.1007/s00520-014-2321-1
Li M, Huang W, Zhang X, et al. Illness perceptions and adherence to breast cancer-related lymphedema risk management behaviours among breast cancer survivors. Eur J Oncol Nurs. 2022; 58: 102144. DOI: 10.1016/j.ejon.2022.102144
Tsuchiya M, Masujima M, Kato T, et al. Knowledge, fatigue, and cognitive factors as predictors of lymphoedema risk-reduction behaviours in women with cancer. Support Care Cancer. 2019; 27(2): 547-55. DOI: 10.1007/s00520-018-4349-0
Tsuchiya M, Masujima M, Kato T, et al. Knowledge, fatigue, and cognitive factors as predictors of lymphoedema risk-reduction behaviours in women with cancer. Support Care Cancer. 2019; 27(2): 547-55. DOI: 10.1007/s00520-018-4349-0
Deveci Z, Karayurt Ö, Eyigör S. Self-care practices, patient education in women with breast cancer-related lymphedema. Turk J Phys Med Rehabil. 2021; 67(2): 187-95. Published 2021 May 25. DOI: 10.5606/tftrd.2021.5022
Torgbenu E, Luckett T, Buhagiar MA, Phillips JL. Guidelines Relevant to Diagnosis, Assessment, and Management of Lymphedema: A Systematic Review. Adv Wound Care (New Rochelle). 2023; 12(1): 15-27. DOI: 10.1089/wound.2021.0149
Davies C, Levenhagen K, Ryans K, Perdomo M, Gilchrist L. Interventions for Breast Cancer-Related Lymphedema: Clinical Practice Guideline From the Academy of Oncologic Physical Therapy of APTA. Phys Ther. 2020; 100(7): 1163-79. DOI: 10.1093/ptj/pzaa087
Ridner SH, Dietrich MS, Kidd N. Breast cancer treatment-related lymphedema self-care: education, practices, symptoms, and quality of life. Support Care Cancer. 2011; 19(5): 631-37. DOI: 10.1007/s00520-010-0870-5
Boris M, Weindorf S, Lasinkski S. Persistence of lymphedema reduction after noninvasive complex lymphedema therapy. Oncology (Williston Park). 1997; 11(1): 99-114.
Vignes S, Porcher R, Arrault M, Dupuy A. Factors influencing breast cancer-related lymphedema volume after intensive decongestive physiotherapy. Support Care Cancer. 2011; 19(7): 935-40. DOI: 10.1007/s00520-010-0906-x
Sackett DL, Haynes RB. Compliance with therapeutic regimen. 1976.
Horne R, Weinman J, Barber N, et al. Concordance, adherence and compliance in medicine taking. London: NCCSDO; 2005:6.
Bassett SF. Bridging the intention–behavior gap with behavior change strategies for physiotherapy rehabilitation non-adherence. N Z J Physiother. 2015; 43(3): 105-11.
Bailey DL, Holden MA, Foster NE, Quicke JG, Haywood KL, Bishop A. Defining adherence to therapeutic exercise for musculoskeletal pain: a systematic review. Br J Sports Med. 2020; 54(6): 326-31. DOI: 10.1136/bjsports-2017-098742
Mir T. Adherence versus compliance. HCA Healthc J Med. 2023;4. DOI: 10.36518/2689-0216.1513.
Wei X, Lu Q, Shen A, et al. Development and psychometric evaluation of a lymphoedema self-management behaviour questionnaire for breast cancer patients. Eur J Cancer Care (Engl). 2022; 31(6): e13743. DOI: 10.1111/ecc.13743
Gunawan J, Marzilli C, Aungsuroch Y. Establishing appropriate sample size for developing and validating a questionnaire in nursing research. Belitung Nurs J. 2021;7(5):356-360. Published 2021 Oct 28. DOI: 10.33546/bnj.1927
Schwarzer R. Self-efficacy in the adoption and maintenance of health behaviors: theoretical approaches and a new model. In: Schwarzer R, ed. Self-Efficacy: Thought Control of Action. Washington, DC: Hemisphere Publishing Corporation; 1992: 217-42.
Schwarzer R, Luszczynska A. How to overcome health-compromising behaviors: the Health Action Process Approach. Eur Psychol. 2008; 13(2): 141-51.
Schwarzer R, Lippke S, Luszczynska A. Mechanisms of health behavior change in persons with chronic illness or disability: the Health Action Process Approach (HAPA). Rehabil Psychol. 2011; 56(3): 161-70. DOI: 10.1037/a0024509
Scholz U, Keller R, Perren S. Predicting behavioral intentions and physical exercise: a test of the health action process approach at the intrapersonal level. Health Psychol. 2009; 28(6): 702-8. DOI: 10.1037/a0016088
Ranjbaran S, Shojaeizadeh D, Dehdari T, Yaseri M, Shakibazadeh E. Using health action process approach to determine diet adherence among patients with Type 2 diabetes. J Educ Health Promot. 2020; 9:170. Published 2020 Jul 28. DOI: 10.4103/jehp.jehp_175_20
Sadeghi S, Kaveh MH, Jahromi SE, et al. Development, reliability and validity of Health Action Process Approach questionnaire for predicting treatment adherence among Iranian hemodialysis patients. J Nephropathol. 2021; 10(1).
Malik K, Amir N, Kusumawardhani AAAA, et al. Health Action Process Approach (HAPA) as a Framework to Understand Compliance Issues With Health Protocols Among People Undergoing Isolation at Emergency Hospital for COVID-19 Wisma Atlet Kemayoran and RSCM Kiara Ultimate Jakarta Indonesia. Front Psychiatry. 2022; 13:871448. Published 2022 May 26. DOI: 10.3389/fpsyt.2022.871448
Ma ZY, Yao SS, Shi YY, et al. Development of a risk perception questionnaire for women with breast-cancer-related lymphedema and its reliability and validity (in Chinese). J Nurs. 2023; 30(4): 1-5.
Klusmann V, Musculus L, Sproesser G, Renner B. Fulfilled Emotional Outcome Expectancies Enable Successful Adoption and Maintenance of Physical Activity. Front Psychol. 2016; 6: 1990. Published 2016 Jan 6. DOI: 10.3389/fpsyg.2015.01990
Büssing A, Poier D, Lauche R, Dobos G, Cramer H. Validation of an Instrument to Measure Patients' Intentions and Ability to Change Attitudes and Behavior. Complement Med Res. 2017; 24(4): 246-54. DOI: 10.1159/000477720
Ruhe S, Orawa H, Hübner J, Büntzel J; Working Group “Prevention and Integrative Oncology” (PRIO) within the German Cancer Society DKG. Hidden resources for cancer patients: interactions between spirituality, religiosity, and selected factors influencing patient self-care. Oncology. 2025:1-14. DOI: 10.1159/000543312.
Schwarzer R, Jerusalem M. Generalized Self-Efficacy Scale. In: Weinman J, Wright S, Johnston M, eds. Measures in Health Psychology: A User’s Portfolio. Causal and Control Beliefs. Windsor, UK: NFER-NELSON; 1995: 35-7.
Zeng G, Fung SF, Li J, et al. Evaluating the psychometric properties and factor structure of the General Self-Efficacy Scale in China. Curr Psychol. 2020:1-11.
Wee ZQC, Dillon D. Increasing Physical Exercise through Action and Coping Planning. Int J Environ Res Public Health. 2022; 19(7): 3883. Published 2022 Mar 24. DOI: 10.3390/ijerph19073883
Simkus J. Convenience sampling: definition, method and examples. Published October 6, 2022.
Mohammadi Zeidi I, Morshedi H, Shokohi A. Predicting psychological factors affecting regular physical activity in hypertensive patients: Application of health action process approach model. Nurs Open. 2020; 8(1): 442-52. Published 2020 Oct 8. DOI: 10.1002/nop2.645
Qona'ah A, Fauziah N, Basuni HL. Correlation between risk perception and outcome expectancies on dietary compliance in diabetes mellitus patients. Babali Nurs Res. 2022; 3(3): 194-201.
Schwarzer R, Renner B. Social-cognitive predictors of health behavior: action self-efficacy and coping self-efficacy. Health Psychol. 2000; 19(5):487-95.
Bae SY, Chang PJ. The effect of coronavirus disease-19 (COVID-19) risk perception on behavioural intention towards ‘untact’ tourism in South Korea during the first wave of the pandemic (March 2020). Curr Issues Tour. 2021; 24(7): 1017-35.
Hardcastle SJ, Maxwell-Smith C, Hagger MS. Predicting physical activity change in cancer survivors: an application of the Health Action Process Approach. J Cancer Surviv. 2022; 16(6): 1176-83. DOI: 10.1007/s11764-021-01107-6
Stefani G, Cavicchi A, Romano D, Lobb AE. Determinants of intention to purchase chicken in Italy: the role of consumer risk perception and trust in different information sources. Agribusiness. 2008; 24(4): 523-37. DOI: 10.1002/agr.20177.
Maddux JE, Sherer M, Rogers RW. Self-efficacy expectancy and outcome expectancy: their relationship and their effects on behavioral intentions. Cognit Ther Res. 1982; 6:207-211.
Gellert P, Ziegelmann JP, Schwarzer R. Affective and health-related outcome expectancies for physical activity in older adults. Psychol Health. 2012; 27(7):816-28. DOI: 10.1080/08870446.2011.607236
Bandura A. Social Foundations of Thought and Action: A Social Cognitive Theory. Englewood Cliffs, NJ: Prentice-Hall; 1986.
Tang C, Raat H, Yan M, et al. Application of the health action process approach model for reducing excessive internet use behaviors among rural adolescents in China: a school-based intervention pilot study. BMC Public Health. 2021; 21(1): 986. Published 2021 May 26. DOI: 10.1186/s12889-021-10999-z
Zhang CQ, Zhang R, Schwarzer R, Hagger MS. A meta-analysis of the health action process approach. Health Psychol. 2019; 38(7): 623-37. DOI: 10.1037/hea0000728
Hattar A, Pal S, Hagger MS. Predicting Physical Activity- Related Outcomes in Overweight and Obese Adults: A Health Action Process Approach. Appl Psychol Health Well Being. 2016; 8(1): 127-151. DOI: 10.1111/aphw.12065
Lin CY, Updegraff JA, Pakpour AH. The relationship between the theory of planned behavior and medication adherence in patients with epilepsy. Epilepsy Behav. 2016; 61: 231-6. DOI: 10.1016/j.yebeh.2016.05.030
Ranjbaran S, Shojaeizadeh D, Dehdari T, Yaseri M, Shakibazadeh E. Determinants of medication adherence among Iranian patients with type 2 diabetes: An application of health action process approach. Heliyon. 2020; 6(7): e04442. Published 2020 Jul 14. DOI: 10.1016/j.heliyon.2020.e04442
Hilberdink S, Lens GL, Lefevre LJ, Peters GJ. OP0101-HPR action planning's parameters for effectiveness in increasing exercise adherence behaviour. Ann Rheum Dis. 2015; 74: 106-7.
Scholz U, Schüz B, Ziegelmann JP, Lippke S, Schwarzer R. Beyond behavioural intentions: planning mediates between intentions and physical activity. Br J Health Psychol. 2008; 13(Pt 3):479-94. DOI: 10.1348/135910707X216062
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