Consensus-Based Model for Adolescent Breast Cancer Prevention Education in Indonesia: A Three-Round Delphi Study Informed by Self-Care Theory and Social Cognitive Theory Adolescent Breast Cancer Prevention in Indonesia

Nurpadila (1), Amran Razak (2), A. Arsunan Arsin (3), Elly Lilianty Sjattar (4), Muhammad Syafar (5), Stang (6), Balqis Nazaruddin (7), Eka Suprapti (8)
(1) Department of Public Health, Hasanuddin University, Makassar, Indonesia, Indonesia,
(2) Department of Public Health, Hasanuddin University, Makassar, Indonesia, Indonesia,
(3) Department of Epidemiology, Faculty of Public Health, Hasanuddin University, Indonesia, Indonesia,
(4) Department of Nursing, Faculty of Nursing , Hasanuddin University, Indonesia, Indonesia,
(5) Department of Health Promotion, Faculty of Public Health, Hasanuddin University, Indonesia, Indonesia,
(6) Department of Biostatistics, Faculty of Public Health, Hasanuddin University, Indonesia, Indonesia,
(7) Department of Health Administration and Policy , Faculty of Public Health, Hasanuddin University, Indonesia, Indonesia,
(8) Department of Public Health, Hasanuddin University, Makassar, Indonesia, Indonesia

Abstract

Background: The burden of breast cancer has increased among younger age groups, while literacy and preventive behaviors among adolescent girls remain low. Existing educational interventions are often unidirectional and do not explicitly integrate behavior change theories. This study aimed to develop a theory-based breast cancer prevention educational model for adolescent girls using Self-Care Theory and Social Cognitive Theory (SCT) through a Delphi consensus process.


 


Methods: A three-round Delphi study was conducted in Majene Regency, Indonesia. Round 1 used a semi-structured questionnaire to generate candidate items. Rounds 2 and 3 evaluated item relevance using a 4-point Likert scale. Consensus was defined a priori as I-CVI ≥0.80 in Round 3, with strict consensus requiring modified kappa (k) ≥0.74*. Stability was assessed using median and interquartile range (IQR) across rounds.


Results: Fifteen experts participated in Round 1, and 11 experts completed Rounds 2 and 3. Of 67 initial items, 59 achieved final consensus, indicating excellent content validity (S-CVI/Ave = 0.952; 94% of items had IQR ≤1.0). Six core themes emerged: preventive self-care behaviors; adolescent breast cancer literacy; interactive, skill-based education supported by schools and digital media; cultural and psychological barriers; SCT-based reinforcement and social support; and multi-stakeholder involvement.


Conclusion: The content-validated model emphasizes skill development, self-efficacy, and social contextual support. It provides a practical framework for school and primary health care–based breast cancer prevention programs for adolescents, although effectiveness testing andcross-context validation are required.

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References

Mytton OT, Donaldson L, Goddings AL, Mathews G, Ward JL, Greaves F, et al. Changing patterns of health risk in adolescence: implications for health policy. The Lancet Public Health. 2024 Aug;9(8):e629–34.

Saraipour F, Panahi S, Nemati-Anaraki L, Shahraki-Mohammadi A. Adolescents’ Health Information–Seeking Behavior: A Scoping Review. Journal of Adolescent Health. 2025 Oct;77(4):592–601.

Sha R, Kong X meng, Li X yu, Wang Y bing. Global burden of breast cancer and attributable risk factors in 204 countries and territories, from 1990 to 2021: results from the Global Burden of Disease Study 2021. Biomark Res. 2024 Aug 26;12(1):87.

Bray F, Laversanne M, Sung H, Ferlay J, Siegel RL, Soerjomataram I, et al. Global cancer statistics 2022: GLOBOCAN estimates of incidence and mortality worldwide for 36 cancers in 185 countries. CA A Cancer J Clinicians. 2024 May;74(3):229–63.

Filho AM, Laversanne M, Ferlay J, Colombet M, Piñeros M, Znaor A, et al. The GLOBOCAN 2022 cancer estimates: Data sources, methods, and a snapshot of the cancer burden worldwide. Intl Journal of Cancer. 2025 Apr;156(7):1336–46.

Kim J, Harper A, McCormack V, Sung H, Houssami N, Morgan E, et al. Global patterns and trends in breast cancer incidence and mortality across 185 countries. Nat Med. 2025 Apr;31(4):115462.

Malfatto CU, Calaf GM. A Systematic Review of Breast Cancer Knowledge Among School Level Students Worldwide. J Canc Educ [Internet]. 2025 Mar 19 [cited 2026 Feb 3]; Available from: https://link.springer.com/10.1007/s13187-025-02602-5

Nsaful J, Dedey F, Nartey E, Labi J, Adu-Aryee NA, Clegg-Lamptey JN. The impact of a breast cancer educational intervention in Ghanaian high schools. BMC Cancer. 2022 Aug 15;22(1):893.

Mohebi Z, Heidari Sarvestani M, Moradi Z, Naghizadeh MM. Female high school students’ knowledge and attitude toward breast cancer. BMC Women’s Health. 2023 Jan 30;23(1):41.

Ifediora CO, Azuike E. Tackling breast cancer in developing countries: insights from the Knowledge, Attitudes and Practices on breast cancer and its prevention among Nigerian teenagers in secondary schools. Journal of Preventive Medicine and Hygiene. 2018 Dec 14;Vol 59:E282 Pages.

Ibitoye OF, Thupayegale-Tshwenegae G. The Impact of Education on Knowledge Attitude and Practice of Breast Self-Examination Among Adolescents Girls at the Fiwasaye Girls Grammar School Akure, Nigeria. J Canc Educ. 2021 Feb;36(1):39–46.

Pangestuti RD, Armini NKA, Dewi LC. Self-Structured Breast Cancer Awareness among Female Adolescent. Pediomaternal Nurs J. 2021 Jul 18;7(1):1.

Azhar Y, Hanafi RV, Lestari BW, Halim FS. Breast Self-Examination Practice and Its

Determinants among Women in Indonesia: A Systematic Review, Meta-Analysis, and Meta Regression. Diagnostics. 2023 Aug 2;13(15):2577.

Dewi TK, Ruiter RAC, Diering M, Ardi R, Massar K. Breast self-examination as a route to early detection in a lower-middle-income country: assessing psychosocial determinants among women in Surabaya, Indonesia. BMC Women’s Health. 2022 Dec;22(1):179.

Torun T, Çavuşoğlu H, Doğru D. The application of the self-care deficit nursing theory in adolescents with cystic fibrosis: A randomized controlled study. Journal of Pediatric Nursing. 2024 Jul;77:96–105.

Liu T, Pang PCI, Lam CK. Public health education using social learning theory: a systematic scoping review. BMC Public Health. 2024 Jul 16;24(1):1906.

Spranger J, Homberg A, Sonnberger M, Niederberger M. Reporting guidelines for Delphi techniques in health sciences: A methodological review. Zeitschrift für Evidenz, Fortbildung und Qualität im Gesundheitswesen. 2022 Aug;172:1–11.

Niederberger M, Spranger J. Delphi Technique in Health Sciences: A Map. Front Public Health. 2020 Sep 22;8:457.

Shang Z. Use of Delphi in health sciences research: A narrative review. Medicine. 2023 Feb 17;102(7):e32829.

Jünger S. Delphi Studies in the Health Sciences: Epistemic Potentials and Challenges. In: Niederberger M, Renn O, editors. Delphi Methods In The Social And Health Sciences [Internet]. Wiesbaden: Springer Fachmedien Wiesbaden; 2023 [cited 2026 Feb 3]. p. 51–74. Available from: https://link.springer.com/10.1007/978-3-658-38862-1_3

Jünger S, Payne SA, Brine J, Radbruch L, Brearley SG. Guidance on Conducting andREporting DElphi Studies (CREDES) in palliative care: Recommendations based on a methodological systematic review. Palliat Med. 2017 Sep;31(8):684–706.

Almanasreh E, Moles R, Chen TF. Evaluation of methods used for estimating content validity. Research in Social and Administrative Pharmacy. 2019 Feb;15(2):214–21.

Beiderbeck D, Frevel N, Von Der Gracht HA, Schmidt SL, Schweitzer VM. Preparing, conducting, and analyzing Delphi surveys: Cross-disciplinary practices, new directions, and advancements. MethodsX. 2021;8:101401.

Von Der Gracht HA. Consensus measurement in Delphi studies. Technological Forecasting and Social Change. 2012 Oct;79(8):1525–36.

Keeney S, Hasson F, McKenna HP. The Delphi technique in nursing and health research. Chichester, West Sussex: Wiley-Blackwell; 2011. 1 p.

Lawrence S, FitzGerald S, Hegarty J, Saab MM. Cancer awareness among adolescents in second-level education: a mixed methods systematic review. Health Education Research. 2025 May 12;40(3):cyaf014.

Omrani A, Wakefield-Scurr J, Smith J, Wadey R, Brown N. Breast Education Improves Adolescent Girls’ Breast Knowledge, Attitudes to Breasts and Engagement With Positive Breast Habits. Front Public Health. 2020 Oct 30;8:591927.

Noman S, Shahar HK, Abdul Rahman H, Ismail S, Abdulwahid Al-Jaberi M, Azzani M. The Effectiveness of Educational Interventions on Breast Cancer Screening Uptake, Knowledge, and Beliefs among Women: A Systematic Review. IJERPH. 2020 Dec 31;18(1):263.

Özdemir A, Ünal E. The effect of breast self-examination training on nursing students by using hybrid-based simulation on knowledge, skills, and ability to correctly evaluate pathological findings: Randomized Controlled Study. Nurse Education in Practice. 2023 Jan;66:103530.

İncesu O, Kara Ö, Şenyuva E. The effect of web based and traditional self breast examination education on nursing students’ knowledge, skills and self-directed learning skills: A randomised controlled study. Nurse Education in Practice. 2024 Nov;81:104167.

Islam RM, Bell RJ, Billah B, Hossain MB, Davis SR. Awareness of breast cancer and barriers to breast screening uptake in Bangladesh: A population based survey. Maturitas. 2016 Feb;84:68–74.

Mahar B, Osman MB, Ahmad Fauzi FB. Effectiveness of theory-based breast self-examination intervention for breast cancer prevention among female college teachers in Pakistan: A cluster randomized controlled trial study protocol. Vallespin MRD, editor. PLoS ONE. 2025 Apr 17;20(4):e0321634.

Drury A, De Los Rios La Serna CD, Bağçivan G, Dowling M, Kotronoulas G, Shewbridge A, et al. Consensus views on an advanced breast cancer education curriculum for cancer nurses: A Delphi study. Nurse Education Today. 2023 May;124:105757.

Authors

Nurpadila
nurpadilamunir@gmail.com (Primary Contact)
Amran Razak
A. Arsunan Arsin
Elly Lilianty Sjattar
Muhammad Syafar
Stang
Balqis Nazaruddin
Eka Suprapti
1.
Nurpadila, Razak A, Arsin AA, Sjattar EL, Syafar M, Stang, et al. Consensus-Based Model for Adolescent Breast Cancer Prevention Education in Indonesia: A Three-Round Delphi Study Informed by Self-Care Theory and Social Cognitive Theory: Adolescent Breast Cancer Prevention in Indonesia. Arch Breast Cancer [Internet]. [cited 2026 Feb. 14];13(2). Available from: https://www.archbreastcancer.com/index.php/abc/article/view/1254

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