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Treatment burden and treatment fatigue as barriers to health.
Open accessAbstract
Effective management of chronic diseases involves sustained changes in health behavior, which often requires substantial effort and patient burden. As treatment burden is associated with reduced adherence across several chronic conditions, its assessment and treatment are important clinical priorities. The balance between patient demands and capacity (e.g., coping resources) may be indexed by patients' subjective experience of treatment fatigue. We present a modified workload-capacity model that incorporates evidence that treatment fatigue may 1) be caused by increased workload due to treatment burden (e.g., intensity, complications) and 2) undermine adherence. Emerging technology-based interventions may be well-suited to reduce treatment burden, prevent treatment fatigue, and increase treatment adherence.
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“The term “treatment fatigue” has been researched in the context of HIV and type 1 diabetes, but it has not yet received attention in psychiatry.21”
From Establishing irremediable psychiatric suffering in the context of medical assistance in dying in the Netherlands: a qualitative study (2022) · cites this paper as [21]
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“Larger-than-expected reductions in resting and nonresting energy expenditure that occur with weight loss (ie, metabolic adaptation), compensatory changes in other homeostatic regulators of body weight, and patients' behavioral fatigue in adhering to diet and activity recommendations may contribute to the 5% to 10% weight reduction plateau observed with behavioral therapy.[23][24][25]”
From Effect of Subcutaneous Semaglutide vs Placebo as an Adjunct to Intensive Behavioral Therapy on Body Weight in Adults With Overweight or Obesity: The STEP 3 Randomized Clinical Trial (2021) · cites this paper as [24]
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“To date, research on treatment burden and treatment fatigue has largely centered on health behaviors such as medication adherence (Claborn et al., 2015) and exercise compliance in patients with chronic disease (Dobkin et al., 2005, 2006; Heckman et al., 2015).”
From Perception of Physical Demand, Mental Demand, and Performance: A Comparison of Two Voice Interventions for Parkinson's Disease (2022) · cites this paper as Heckman et al., 2015
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“Moreover, more is not always better, as patients may experience negative effects of overburden and treatment fatigue.30”
From Requests for Medical Assistance in Dying by Young Dutch People With Psychiatric Disorders (2025) · cites this paper as [30]
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Cites
Kirk, J. M. W., MacDonald, A., Lavender, P., Dean, J. M., & Rubin, G. (2017) · Biomedicine Hub · doi:10.1159/000480347 · Cited by 3,902
Interventions for enhancing medication adherence
Nieuwlaat, R., Wilczynski, N., Navarro, T., Hobson, N., Jeffery, R., Keepanasseril, A., Agoritsas, T., Mistry, N., Iorio, A., Jack, S., et al. (2014) · Cochrane Database of Systematic Reviews · doi:10.1002/14651858.cd000011.pub4 · Cited by 2,945 · cited 1×
“Despite 182 randomized controlled trials (RCTs) of interventions designed to increase medication adherence, there is no clear solution [2].”
BackgroundFree, C., Phillips, G., Galli, L., Watson, L., Felix, L., Edwards, P., Patel, V., & Haines, A. (2013) · PLoS Medicine · doi:10.1371/journal.pmed.1001362 · Cited by 1,766
Assessing Psychosocial Distress in Diabetes
Polonsky, W. H., Fisher, L., Earles, J., Dudl, R. J., Lees, J., Mullan, J., & Jackson, R. A. (2005) · Diabetes Care · doi:10.2337/diacare.28.3.626 · Cited by 1,575
An opportunity cost model of subjective effort and task performance
Kurzban, R., Duckworth, A., Kable, J. W., & Myers, J. (2013) · Behavioral and Brain Sciences · doi:10.1017/s0140525x12003196 · Cited by 1,381
Why self-control seems (but may not be) limited
Inzlicht, M., Schmeichel, B. J., & Macrae, C. N. (2014) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2013.12.009 · Cited by 1,026
Mobile Health Technology Evaluation
Kumar, S., Nilsen, W. J., Abernethy, A., Atienza, A., Patrick, K., Pavel, M., Riley, W. T., Shar, A., Spring, B., Spruijt-Metz, D., et al. (2013) · American Journal of Preventive Medicine · doi:10.1016/j.amepre.2013.03.017 · Cited by 900
Shippee, N. D., Shah, N. D., May, C. R., Mair, F. S., & Montori, V. M. (2012) · Journal of Clinical Epidemiology · doi:10.1016/j.jclinepi.2012.05.005 · Cited by 728
Mohr, D. C., Burns, M. N., Schueller, S. M., Clarke, G., & Klinkman, M. (2013) · General Hospital Psychiatry · doi:10.1016/j.genhosppsych.2013.03.008 · Cited by 693
A Smartphone Application to Support Recovery From Alcoholism: A Randomized Clinical Trial
Gustafson, D. H., McTavish, F. M., Chih, M.-Y., Atwood, A. K., Johnson, R. A., Boyle, M. G., Levy, M. S., Driscoll, H., Chisholm, S. M., Dillenburg, L., et al. (2014) · JAMA Psychiatry · doi:10.1001/jamapsychiatry.2013.4642 · Cited by 692
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Items 101–179 of 179
Hawthorne, J., Katsaros, D., Rinaldi, A., Brigham, K., D’Auria, M., Bajars, E., Franzese, C., & Coyne, M. (2022) · Expert Opinion on Drug Delivery · doi:10.1080/17425247.2022.2078300 · Cited by 5
Killey, J., Simons, M., Kimble, R. M., & Tyack, Z. F. (2019) · BMJ Open · doi:10.1136/bmjopen-2018-023904 · Cited by 4
“25 Treatment regimens used to manage scarring may be complex and time consuming for patients and their families to follow, which may influence whether treatment is carried out as recommended by the health professional.(26) A range of non-invasive treatment modalities including moisturisers, silicone products (such as…”
BackgroundJaiswal, J., Francis, M. D., Singer, S. N., Dunlap, K., Cox, A. B., & Greene, R. E. (2020) · Journal of HIV/AIDS & Social Services · doi:10.1080/15381501.2020.1767749 · Cited by 7
“While the ART adherence literature frequently mentions treatment fatigue (Claborn et al., 2015; Heckman et al., 2015; Mohd Salleh et al., 2018) as a potential barrier alongside side effects (Buehler et al.”
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Hahn, P., Eichenbaum, D. A., Dhoot, D. S., Wykoff, C. C., Klufas, M. A., Intorcia, M., Jones, D. L., Sarda, S. P., Bobbili, P. J., Chang, R., et al. (2025) · Journal of VitreoRetinal Diseases · doi:10.1177/24741264251379842 · Cited by 3
Armanious, A. J., Hunter, R.-M., Griffiths, K. R., Bowrey, H. E., Brown, R. M., & James, M. H. (2025) · Journal of Medical Internet Research · doi:10.2196/78391 · Cited by 3
The role of monoclonal antibodies against IL-6 or IL-6R in the treatment of thyroid eye disease
Ezra, D. G., Azumi, A., Briceño, C. A., Rajaii, F., Salvi, M., Sales‐Sanz, M., Brockwell, L., & Idowu, O. O. (2026) · Reviews in Endocrine and Metabolic Disorders · doi:10.1007/s11154-025-10014-5 · Cited by 3
“…dosing frequency can be important because therapies with longer intervals between doses, and therefore with reduced treatment burden on patients, are often associated with better durability of therapeutic benefits and improved outcomes due to higher rates of treatment adherence/persistence [102].”
Drug-related problems among transfusion-dependent thalassemia patients: A real-world evidence study
Chun, G. Y., Tahir, N. A. M., Islahudin, F. H., Selvaratnam, V., & Li, S. C. (2023) · Frontiers in Pharmacology · doi:10.3389/fphar.2023.1128887 · Cited by 3
“The problem of treatment burden can lead to patient treatment fatigue, which has been associated with negative treatment behavior in other chronic diseases (Heckman et al., 2015).”
BackgroundAdapting and Implementing Evidence-Based Interventions on Inpatient Psychiatric Units
Gurtovenko, K., Waitz, C., & Tebbett-Mock, A. A. (2024) · Issues in clinical child psychology · doi:10.1007/978-3-031-62749-1_12 · Cited by 3
Petrillo, L. A., Hsu, K. E., Pintro, K., Rabideau, D. J., Zhou, A. Z., Sarathy, R., Tran, A., Sullivan, R. J., Reynolds, K. L., El-Jawahri, A. R., et al. (2025) · Journal of the National Comprehensive Cancer Network · doi:10.6004/jnccn.2024.7079 · Cited by 3
Pišl, V., Hodkova, A., Hudeček, J., Páv, M., & Vevera, J. (2025) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2025.1592912 · Cited by 3
Gupta, S., Biswas, G., Suresh Babu, M. C., Maksud, T., Lakshmaiah, K. C., Patel, J. G., Raja, G., Boya, R. R., Patil, P., Choudhury, K., et al. (2021) · The Breast · doi:10.1016/j.breast.2021.09.012 · Cited by 3
“In chronic diseases such as cancer, patients face issues with treatment adherence due to treatment fatigue resulting from longterm treatment [24,25].”
BackgroundReddy, V. Y., Zhong, Y., McGovern, A. M., Amorosi, S. L., Gavaghan, M. B., Hertz, D. S., Low, K., Freeman, S. V., & Holmes, D. R. (2024) · ClinicoEconomics and Outcomes Research · doi:10.2147/ceor.s440556 · Cited by 3
“52,53 These costs were not included in the model, which likely underestimates the cost of warfarin to patients.”
BackgroundPredictors of insulin adherence among patients with type 2 diabetes: a cross-sectional study
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“In qualitative work, relatives of long-standing patients often report “treatment fatigue”— prolonged exposure to complex regimens that eventually erodes motivation and perceived benefit 34 .”
Attitudes towards adherence and deprescribing among polypharmacy patients: a cross-sectional study
Nusair, M. B., Khasawneh, R. A., Al-Azzam, S. I., Al-Shuqairat, T., Khair, Z. M., & Arabyat, R. M. (2022) · Journal of Pharmaceutical Health Services Research · doi:10.1093/jphsr/rmac028 · Cited by 3
Development and clinical feasibility testing of the Pain Treatment Planning Questionnaire
Tupper, S. M., Nilson, J., King, J. A., Downe, P. J., Hodgson, N., Schlosser, T., & Brose, K. (2020) · The Journal of Haemophilia Practice · doi:10.17225/jhp00155 · Cited by 3
“Without explicit efforts to comprehensively assess and discuss pain management options, people living with frequent pain may neglect to raise issues about pain with their bleeding disorder clinicians, thinking that nothing can be done to change long-standing pain, and the care team may fail to fully understand the pat…”
BackgroundThe JITAI Code: A Primer on Just‐In‐Time‐Adaptive Interventions
El‐Toukhy, S., & Nahum-Shani, I. B. (2020) · Wiley eBooks · doi:10.1002/9781118445112.stat08192 · Cited by 3
Liu, B., Yang, Y., Zhou, H., Liu, H., & Xu, Z. (2025) · Patient Preference and Adherence · doi:10.2147/ppa.s495212 · Cited by 2
“11 Addressing the problems associated with TRF can prevent or minimize the potential negative health consequences for PLWHA, benefitting both the healthcare system and society at large.”
Adherence to hypertension management at a rural hospital in Limpopo: A cross-sectional study
Sikhau, M. F., Makhubu, M. J., Marincowitz, G. J. O., & Marincowitz, C. (2025) · South African Family Practice · doi:10.4102/safp.v67i1.6136 · Cited by 2
“36 It could also be that poor insight and limited knowledge about their condition, or the sheer hardship of daily living, contribute to this finding, as suggested by Hamrahian et al. 18 We found no significant association between adherence and age, gender, place of residence, marital status,…”
Zukeran, H., Ikegawa, K., Numakura, C., & Hasegawa, Y. (2023) · Endocrines · doi:10.3390/endocrines4010010 · Cited by 2
Purported Bladder Irritant Intake in Women With Urgency Urinary Incontinence
Ha, B., Yanek, L. R., Harrington, B. J., Blomquist, J. L., Chen, C. C. G., Patterson, D., & Handa, V. L. (2025) · Urogynecology · doi:10.1097/spv.0000000000001652 · Cited by 2
Guan, M., & Guan, H. (2023) · Cost Effectiveness and Resource Allocation · doi:10.1186/s12962-023-00434-y · Cited by 2
“Several studies reported ART traveling was associated with higher perceived treatment burden [18], clinical outcomes [19], and treatment fatigue [20].”
BackgroundGender and Age Bias in the Evaluation of Suicide Attempt Behavior in an Emergency Department
Han, N., Jeong, S., Lee, S., & Kong, S. Y. (2023) · Community Mental Health Journal · doi:10.1007/s10597-023-01139-5 · Cited by 2
“A higher workload-capacity ratio in program participation can lead to ‘treatment fatigue’ and poor compliance (Heckman et al., 2015).”
BackgroundMobile Mental Health for Depression Assistance
Rodrigues, J. M., Oliveira, F., Ribeiro, C. P., & Santos, R. C. (2021) · Advances in psychology, mental health, and behavioral studies (APMHBS) book series · doi:10.4018/978-1-7998-8634-1.ch002 · Cited by 2
Wortham, W. K., Ancharski, K., Sullivan, K. S., Kaplan, D., Timmer, S. G., Cloître, M., Chemtob, C. M., & Lindsey, M. A. (2024) · SSRN Electronic Journal · doi:10.2139/ssrn.4803720 · Cited by 2
Cheung, Y. T. D., Mak, T. S. T., Luk, T. T., Ching, K.-W. J., Wong, N. H., Chan, C. H. H., Wang, M. P., & Lam, T. H. (2024) · Scientific Reports · doi:10.1038/s41598-024-83405-4 · Cited by 1
“Moreover, considering health behaviour change is challenging 36 , especially we aimed to change both tobacco and alcohol use, participants in the intervention group might feel more difficulty to cope with 2 behaviours than the control group.”
Cebolla‐Boado, H., Martı́n, J. C., & Rodrigo, M. J. (2025) · Psychosocial Intervention · doi:10.5093/pi2025a5 · Cited by 2
Sönmez, S., & Top, M. (2025) · Geriatric Nursing · doi:10.1016/j.gerinurse.2025.103686 · Cited by 2
Jeon, S. G., & Kim, E.-J. (2025) · Healthcare · doi:10.3390/healthcare13212803 · Cited by 1
Price Transparency and Patient Empowerment
Hall, A. (2025) · Health Care Analysis · doi:10.1007/s10728-025-00550-1 · Cited by 2
Taiwo, O. T., Sam-Wobo, S. O., Ademolu, K. O., Talabi, A. O., Mogaji, H. O., & Taiwo, A. M. (2025) · Acta Parasitologica · doi:10.1007/s11686-025-01159-z · Cited by 1
Gastel, A. V., Graner, M., de Koning, E. J. P., Montori, V. M., Tran, V.-T., Dinneen, S. F., Mesman, J., Swaak, J., Aanstoot, H., Stiggelbout, A. M., et al. (2026) · Diabetic Medicine · doi:10.1111/dme.70246 · Cited by 1
Assessment of Missed Appointments at a Tertiary Referral Ocular Immunology Clinic
Kim, A. H., Manikandan, D., & Berkenstock, M. (2026) · Ocular Immunology and Inflammation · doi:10.1080/09273948.2026.2639002 · Cited by 1
“Recent research 17,18 has identified multiple barriers to treatment adherence among uveitis patients, including transportation challenges, work conflicts, and medication side effects.”
Shi, L., Zheng, C., Chai, X., Wu, X., Lin, H. J., Yan, R., Qi, X. H., & Zhou, Y. (2026) · BMC Public Health · doi:10.1186/s12889-026-27438-6 · Cited by 1
“In the management of chronic conditions requiring long-term therapy, such as diabetes and HIV, treatment fatigue has been recognized as a consequence of long-term regimens, often leading to a decline in adherence over time [47–49].”
Bandari, D. S., Adamson, M., Bowman, M., Gutierrez, A., Athavale, A. S., Oak, B., Hadker, N., Branco, F., Geremakis, C. M., Lewin, J. B., et al. (2023) · Journal of Medical Economics · doi:10.1080/13696998.2023.2279883 · Cited by 1
“Treatment burden, or the workload and effect on patient functioning and wellbeing for patients with chronic diseases, can cause a decrease in adherence to treatments 49,50 .”
BackgroundAlcocer‐Bruno, C., Ferrer‐Cascales, R., Ruiz‐Robledillo, N., & Clement‐Carbonell, V. (2023) · Applied Neuropsychology Adult · doi:10.1080/23279095.2023.2298375 · Cited by 1
“Treatment fatigue is considered to be the decrease in desire and motivation to maintain the monitoring of compliance with the prescribed treatment guidelines (Heckman et al., 2015).”
Taking a Pause: Co‐Designing a Reflection Tool for Meaning Creation in Patients With Type 2 Diabetes
Kim, H. (2025) · Health Expectations · doi:10.1111/hex.70182 · Cited by 1
“Patients often feel tired and overwhelmed by ongoing diabetes management, and this is known as diabetes burnout [6] or treatment fatigue [7].”
Chinweuba, A. U., Anyanwu, I. S., Anetekhai, C. J., & Wasini, K. B. (2020) · International Journal of Medicine and Public Health · doi:10.5530/ijmedph.2020.2.18 · Cited by 1
Glycemic Control in Adolescent Girls with Type 1 Diabetes Mellitus
Shaalan, Y. M., Badawi, N. E., Soliman, A., Kamel, A., & Abdou, M. (2022) · Pediatric Sciences Journal · doi:10.21608/cupsj.2021.99617.1030 · Cited by 1
“We included children with similar T1D duration to exclude differences related to treatment reluctance and fatigue, which can occur due to the pressure posed by the chronic disease (19).”
BackgroundModel Predictive Control approach to adaptive messaging intervention for physical activityPreprint
Bardakci, I. E., Hojjatinia, S., Hojjatinia, S., Lagoa, C. M., & Conroy, D. E. (2021) · arXiv (Cornell University) · doi:10.48550/arxiv.2108.11499 · Cited by 1
“These constraints are aimed at addressing the intervention or treatment burden [19], [20].”
BackgroundeHealth and the burden of cancer survivorship.
Cox, A. (2016) · Surrey Research Insight Open Access (The University of Surrey)
Optimizing and operationalizing engagement with a CBM-I smartphone app: A case series (Preprint)Preprint
Ramadurai, R., Beckham, E. E., McHugh, R. K., Björgvinsson, Þ., & Beard, C. (2021) · doi:10.2196/preprints.33545
Personalization in digital interventions for behavior change (Preprint)Preprint
Tong, H. L., Quiroz, J. C., Kocaballi, A. B., Kennedy, G., Coiera, E. W., & Laranjo, L. (2020) · doi:10.2196/preprints.20562
Silvester, R., Nargahi, R., Woods, J. A., & Schoen, D. E. (2022) · Research Square · doi:10.21203/rs.3.rs-2110498/v1
Cross, S. P. M., & Álvarez‐Jiménez, M. (2024) · doi:10.2196/preprints.57014
Geospatial Analysis and Determinant Factors of Comorbidity Presence in Patients with DiabetesPreprint
Vera-Ponce, V. J., Zuzunaga-Montoya, F. E., Vásquez-Romero, L. E. M., Loayza-Castro, J. A., Sanchez-Tamay, N. M., & Carrillo, C. I. G. D. (2024) · medRxiv · doi:10.1101/2024.06.15.24308978
“Additionally, the psychological burden of living with a chronic disease for an extended period can contribute to mental health problems, which in turn can negatively impact the management of diabetes and other comorbidities (35,36) .”
BackgroundVera-Ponce, V. J., Loayza-Castro, J. A., Tapia‐Limonchi, R., & Vigil-Ventura, E. (2024) · medRxiv · doi:10.1101/2024.06.15.24308977
“This may lead to fewer medical visits as patients become more comfortable managing their disease independently and seek less regular medical support (23) .”
BackgroundLuo, L., Li, G., Tang, W., Wu, D., & Hall, B. J. (2024) · JMIR Formative Research · doi:10.2196/51470
Unpacking the Itch Score: A Critical Examination of Routine Itch Measurement in Dermatology Practice
Majid, S., & Feldman, S. R. (2025) · JID Innovations · doi:10.1016/j.xjidi.2025.100351
Optimal Control for Remote Patient Monitoring with Multidimensional Health States
Chandak, S., Thapa, I., Bambos, N., & Scheinker, D. (2025) · International Conference on Communications · doi:10.1109/icc52391.2025.11161852
“While intensive monitoring can lead to earlier detection and a prompt response, it can also cause patient stress and treatment fatigue due to its invasive nature [7], drain device battery faster [6], and increase other costs.”
Cancer fatigue and hair loss experiences among American Indian men
Hodge, F. S., & Itty, T. L. (2025) · Journal of Psychosocial Oncology · doi:10.1080/07347332.2025.2568912
Yıldırım, S., Altunok, M., Yeter, H. H., Bakırdöğen, S., Çankaya, E., & Güz, G. (2025) · Blood Purification · doi:10.1159/000548852
“The emphasis on gradual treatment initiation aligns with studies suggesting that reduced treatment intensity can alleviate physical and psychological burdens [8].”
Gadah-Jeynes, N. S., Annaw, A., Payne, R., McCahon, D., & Round, J. A. (2025) · medRxiv · doi:10.1101/2025.10.23.25338657
Kwon, D. H., & Kwon, Y. D. (2026) · JMIR Public Health and Surveillance · doi:10.2196/86992
“Age-group differences in HL and HISB have been widely documented: older adults generally have lower HL, which may reflect educational, cognitive, and technological factors [13-16], and, despite having greater health needs, are less likely to actively seek information [17-19].”
Ardenny, A., Rusdi, I., Idayanti, I., & Oktariani, F. (2025) · Healthcare in Low-resource Settings · doi:10.4081/hls.2025.13966
“16 This economic hardship, which has been documented to exacerbate non-adherence when treatment costs become unaffordable, 17 underscores the need for financial support mechanisms in TB programs.”
Coningsby, I., Ainsworth, B., & Dack, C. (2022) · Figshare · doi:10.6084/m9.figshare.19695609
Hashiguchi, L. O., Cox, S. E., Edwards, T., Castro, M. C., Khan, M., & Liverani, M. (2024) · Figshare · doi:10.6084/m9.figshare.26619583
Hashiguchi, L. O., Cox, S. E., Edwards, T., Castro, M. C., Khan, M., & Liverani, M. (2024) · Figshare · doi:10.6084/m9.figshare.26619580
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Clarysse, M., Marez, L. D., & Ponnet, K. (2026) · Telematics and Informatics · doi:10.1016/j.tele.2026.102389 · Cited by 1
Flipo, R., Jullien, D., Chillotti, L., Cancalon, C., Goguillot, M., Bugnard, F., Bénard, S., Gard, P., Ducreux, A., Rouard, M., et al. (2026) · EULAR Rheumatology Open · doi:10.1016/j.ero.2026.03.003
“This switch may indicate a period of reduced clinical repercussions during which the MTX dose could have been decreased as part of the treat-to-target approach, or an effort to enhance patient comfort in response to injection fatigue [31,32].”
Hayashi, S., Konaka, K., & HAMADA, R. (2026) · Cureus · doi:10.7759/cureus.107766
Thuen, C., Kenter, R. M. F., Aßmus, J., Steinsvik, E. K., Vikøren, L. A. S., Lied, G. A., & Berentsen, B. (2026) · Internet Interventions · doi:10.1016/j.invent.2026.100949 · Cited by 1
“Treatment burden and treatment fatigue are identified as important barriers to adherence in behavioral medicine, while lack of time is highlighted as a key barrier to engagement in internet-delivered interventions (Nomeikaite et al., 2023; Bryan et al., 2015; Jardine et al., 2024).”
Barakou, I., Seves, B. L., Abonie, U. S., Finch, T. L., Hackett, K. L., & Hettinga, F. J. (2026) · BMJ Open · doi:10.1136/bmjopen-2025-104566
“This reactive approach may result in individuals with less severe fatigue missing out on timely management advice, 77 potentially allowing their fatigue symptoms to worsen over time before they finally receive the necessary support.”
Goodman, M. S., Blumberger, D. M., Talebinejad, M., Chan, A. D. C., Tilman, Y., Johnson, D., Costa, R., Chen, R., Sudheimer, K. D., Keller, C. J., et al. (2026) · Neuromodulation Technology at the Neural Interface · doi:10.1016/j.neurom.2026.05.007
Treatment burden and health‐related quality of life in young adults with type 1 diabetes
Gastel, A. V., Graner, M., Stiggelbout, A. M., Tran, V.-T., Giltay, E. J., Dinneen, S. F., Mesman, J., Swaak, J., Aanstoot, H., Montori, V. M., et al. (2026) · Diabetic Medicine · doi:10.1111/dme.70376
Markiewicz, A., Vuillermoz, E., Davis, C., & Riley, M. (2026) · doi:10.2196/preprints.103489
Wortham, W. K., Sullivan, K. S., Ancharski, K., Kaplan, D., Zhang, F., Timmer, S. G., Cloître, M., Chemtob, C. M., & Lindsey, M. A. (2026) · Journal of Child and Family Studies · doi:10.1007/s10826-026-03304-2
“Higher initial symptom severity has been negatively associated with treatment completion and, in part, this may be attributed to treatment burden, defined as time and effort associated with the treatment (Cross et al. 2022; Heckman et al. 2015; Rock and Cross 2020; Tran et al. 2015).”
Alighieri, C., & Lierde, K. M. V. (2026) · International Journal of Pediatric Otorhinolaryngology · doi:10.1016/j.ijporl.2026.112905
Lim, Y. K., & Fernando, O. N. N. (2026) · Research Square · doi:10.21203/rs.3.rs-10052608/v1
Yao, Y., Liao, B., Li, Y., Yang, D., Deng, X., Xie, J., He, J., & Zhang, W. (2026) · AIDS Care · doi:10.1080/09540121.2026.2697989
Nabwire, S., de Oliveira, R. S. C., Merikallio, H., Savolainen, M. J., Hukkanen, J., & B, H. O.-K. A. (2026) · Health Informatics Journal · doi:10.1177/14604582261480535
Farias, A. R., Possidónio, C., Nunes, C. S., Pereira, V., Lopes, R., Cruz, B., Portugal, E., Loureiro, A., Domingos, S., & Luís, S. (2026) · Open Research Europe · doi:10.12688/openreseurope.24124.1
Nagaoka, Y., Suzuki, S., Nakajima, T., Ohtsuka, H., Hayashi, A., Ortiz-Catalan, P. M., & Ohki, Y. (2026) · Frontiers in Rehabilitation Sciences · doi:10.3389/fresc.2026.1946303
“Although the intervention described above produced beneficial outcomes, its high intensity may limit its feasibility for some individuals with chronic stroke (31).”
Dowling, N. A., Merkouris, S., Greenwood, C., Youssef, G. J., Thomas, A. C., Hawker, C. O., Lubman, D. I., & Rodda, S. N. (2025) · Journal of Medical Internet Research · doi:10.1186/s13722-025-00608-4 · Cited by 2
Wang, Z., Wang, K., Zhang, X., Feng, Y., Yang, Y., Cheng, N., Chang, X., Yin, W., Chen, Z., & Ma, D. (2026) · Frontiers in Public Health · doi:10.3389/fpubh.2026.1987212
Metadata
- Authors
- Heckman, B. W., Mathew, A. R., & Carpenter, M. J.
- Affiliations
- Medical University of South Carolina (US)
- Corresponding author
- Heckman, Bryan W
- Venue
- Current Opinion in Psychology
- Publisher
- Elsevier BV
- Published
- 2015-10
- Volume
- 5
- Pages
- 31-36
- ISSN
- 2352-250X (ISSN-L)
- PMC
- PMC4465180
- OpenAlex
- W2069363844
- Cited by
- 179
- References
- 46
- Citations by year
- 2026: 21 · 2025: 32 · 2024: 30 · 2023: 20 · 2022: 18 · 2021: 11 · 2020: 15 · 2019: 10 · 2018: 12 · 2017: 4 · 2016: 6
- FWCI
- 1.22
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Locations
- Current Opinion in Psychology (publishedVersion)
- PubMed (publishedVersion)
- Europe PMC (PubMed Central) (acceptedVersion)
- PubMed Central (acceptedVersion)
- Funders
- National Institute on Drug Abuse (T32 DA007288, F32 DA036947)
- Topics
- Health Sciences › Medicine › Family Practice › Medication Adherence and Compliance
- Health Sciences › Medicine › Epidemiology › Chronic Disease Management Strategies
- Health Sciences › Medicine › Endocrinology, Diabetes and Metabolism › Diabetes Management and Education
- Keywords
- treatment burden, treatment fatigue, medication adherence, chronic disease management, coping resources, health behavior change, patient burden
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