GBD 2016 Headache Collaborators. Global, regional, and national burden of migraine and tension-type headache, 1990-2016: a systematic analysis for the Global Burden of Disease Study 2016. Lancet Neurol. 2018;17:954–76.
Google Scholar
Burch RC, Buse DC, Lipton RB. Migraine: epidemiology, burden, and comorbidity. Neurol Clin. 2019;37:631–49.
Google Scholar
Burch RC, Loder S, Loder E, Smitherman TA. The prevalence and burden of migraine and severe headache in the United States: updated statistics from government health surveillance studies. Headache. 2015;55:21–34.
Google Scholar
Begasse de Dhaem O, Burch R, Rosen N, Shubin Stein K, Loder E, Shapiro RE. Workforce gap analysis in the field of headache medicine in the united states. Headache J Head Face Pain. 2020;60:478–81.
Google Scholar
Campbell K, Penzien D, Wall E. Evidenced-based guidelines for migraine headache: Behavioral and physical treatments [Internet]. American Academy of Neurology; 2000. Available from: https://www.researchgate.net/profile/Donald-Penzien/publication/254479333_Evidenced-Based_Guidelines_For_Migraine_Headache_Behavioral_and_Physical_Treatments/links/546c3cbd0cf20dedafd540f5/Evidenced-Based-Guidelines-For-Migraine-Headache-Behavioral-and-Physical-Treatments.pdf
Silberstein SD, Holland S, Freitag F, Dodick DW, Argoff C, Ashman E. Evidence-based guideline update: Pharmacologic treatment for episodic migraine prevention in adults. Neurology. 2012;78:1337–45.
Google Scholar
Puledda F, Sacco S, Diener HC, Ashina M, Al-Khazali HM, Ashina S, et al. International headache society global practice recommendations for preventive pharmacological treatment of migraine. Cephalalgia Int J Headache. 2024;44:3331024241269735.
Google Scholar
Delussi M, Vecchio E, Libro G, Quitadamo S, Tommaso M de. Failure of preventive treatments in migraine: an observational retrospective study in a tertiary headache center. BMC Neurol. 2020;20:1–256.
Google Scholar
Langenbahn D, Matsuzawa Y, Lee YSC, Fraser F, Penzien DB, Simon NM, et al. Underuse of behavioral treatments for headache: a narrative review examining societal and cultural factors. J Gen Intern Med JGIM. 2021;36:3103–12.
Google Scholar
Matsuzawa Y, Lee YSC, Fraser F, Langenbahn D, Shallcross A, Powers S, et al. Barriers to behavioral treatment adherence for headache: an examination of attitudes, beliefs, and psychiatric factors. Headache J Head Face Pain. 2019;59:19–31.
Google Scholar
Minen MT, Azarchi S, Sobolev R, Shallcross A, Halpern A, Berk T, et al. Factors related to migraine patients’ decisions to initiate behavioral migraine treatment following a headache specialist’s recommendation: a prospective observational study. Pain Med Off J Am Acad Pain Med. 2018;19:2274–82.
Minen MT, Sahyoun G, Gopal A, Levitan V, Pirraglia E, Simon NM, et al. A pilot randomized controlled trial to assess the impact of motivational interviewing on initiating behavioral therapy for migraine. Headache. 2020;60:441–56.
Google Scholar
Ernst MM, O’Brien HL, Powers SW. Cognitive-behavioral therapy: how medical providers can increase patient and family openness and access to evidence-based multimodal therapy for pediatric migraine. Headache J Head Face Pain. 2015;55:1382–96.
Google Scholar
Andrasik F. Behavioral treatment of headaches: Extending the reach. Neurol Sci. 2012;33:127–30.
Google Scholar
Baumel A, Muench F, Edan S, Kane JM. Objective user engagement with mental health apps: systematic search and panel-based usage analysis. J Med Internet Res. 2019;21:e14567.
Google Scholar
Seng EK, Prieto P, Boucher G, Vives‐Mestres M. Anxiety, incentives, and adherence to self-monitoring on a mobile health platform: a naturalistic longitudinal cohort study in people with headache. Headache. 2018;58:1541–55.
Google Scholar
Minen MT, Corner S, Berk T, Levitan V, Friedman S, Adhikari S, et al. Heartrate variability biofeedback for migraine using a smartphone application and sensor: A randomized controlled trial. Gen Hosp Psychiatry. 2021;69:41–9.
Google Scholar
Minen M, Adhikari S, Seng EK, Berk T, Jinich S, Powers SW, et al. Smartphone-based migraine behavioral therapy: a single-arm study with assessment of mental health predictors. NPJ Digit Med. 2019;2:46.
Google Scholar
Minen MT, Adhikari S, Padikkala J, Tasneem S, Bagheri A, Goldberg E, et al. Smartphone-delivered progressive muscle relaxation for the treatment of migraine in primary care: a randomized controlled trial. Headache. 2020;60:2232–46.
Google Scholar
Reed DD, Niileksela CR, Kaplan BA. Behavioral lconomics. Behav Anal Pract. 2013;6:34–54.
Google Scholar
Kahneman D. A psychological perspective on economics. Am Econ Rev. 2003;93:162–8.
Google Scholar
Kurtzman GW, Day SC, Small DS, Lynch M, Zhu J, Wang W, et al. Social incentives and gamification to promote weight loss: the lose it randomized, controlled trial. J Gen Intern Med JGIM. 2018;33:1669–75.
Google Scholar
Guinart D, Sobolev M, Patil B, Walsh M, Kane JM. A digital intervention using daily financial incentives to increase medication adherence in severe mental illness: single-arm longitudinal pilot study. JMIR Ment Health. 2022;9:e37184.
Google Scholar
Riegel B, Stephens-Shields A, Jaskowiak-Barr A, Daus M, Kimmel SE. A behavioral economics-based telehealth intervention to improve aspirin adherence following hospitalization for acute coronary syndrome. Pharmacoepidemiol Drug Saf. 2020;29:513–7.
Google Scholar
Husain SA, Diaz K, Schwartz JE, Parsons FE, Burg MM, Davidson KW, et al. Behavioral economics implementation: Regret lottery improves mHealth patient study adherence. Contemp Clin Trials Commun. 2019;15:100387.
Google Scholar
Perret S, Alon N, Carpenter-Song E, Myrick K, Thompson K, Li S, et al. Standardising the role of a digital navigator in behavioural health: a systematic review. Lancet Digit Health. 2023;5:e925–32.
Google Scholar
Alon N, Perret S, Cohen A, Partiquin M, LeMelle S, Boyd C, et al. Digital navigator training to increase access to mental health care in community-based organizations. Psychiatr Serv. 2024;75:608–11.
Google Scholar
Wisniewski H, Gorrindo T, Rauseo-Ricupero N, Hilty D, Torous J. The role of digital navigators in promoting clinical care and technology integration into practice. Digit Biomark. 2020;4:119–35.
Google Scholar
Rodriguez-Villa E, Rauseo-Ricupero N, Camacho E, Wisniewski H, Keshavan M, Torous J. The digital clinic: Implementing technology and augmenting care for mental health. Gen Hosp Psychiatry. 2020;66:59–66.
Google Scholar
M-Health Digital Navigation Training for Integrated Behavioral Health [Internet]. [cited 2024 Jul 24]. Available from: https://www.unmc.edu/bhecn/education-training/online-training/mhealth-training.html
Kopka M, Camacho E, Kwon S, Torous J. Exploring how informed mental health app selection may impact user engagement and satisfaction. PLOS Digit Health. 2023;2:e0000219.
Google Scholar
Rauseo-Ricupero N, Henson P, Agate-Mays M, Torous J. Case studies from the digital clinic: integrating digital phenotyping and clinical practice into today’s world. Int Rev Psychiatry Abingdon Engl. 2021;33:394–403.
Google Scholar
Chen K, Lane E, Burns J, Macrynikola N, Chang S, Torous J. The digital navigator: standardizing human technology support in app-integrated clinical care. Telemed J E-Health Off J Am Telemed Assoc. 2024;30:e1963–70.
Minen MT, Kaplan K, Akter S, Espinosa-Polanco M, Guiracocha J, Khanns D, et al. Neuroscience education as therapy for migraine and overlapping pain conditions: a scoping review. Pain Med. 2021;22:2366–83.
Google Scholar
Rothrock JF, Parada VA, Sims C, Key K, Walters NS, Zweifler RM. The impact of intensive patient education on clinical outcome in a clinic-based migraine population. Headache. 2006;46:726–31.
Google Scholar
Meise R, Carvalho GF, Thiel C, Luedtke K. Additional effects of pain neuroscience education combined with physiotherapy on the headache frequency of adult patients with migraine: A randomized controlled trial. Cephalalgia Int J Headache. 2023;43:3331024221144781.
Google Scholar
Chokshi NP, Adusumalli S, Small DS, Morris A, Feingold J, Ha YP, et al. Loss‐framed financial incentives and personalized goal‐setting to increase physical activity among ischemic heart disease patients using wearable devices: the active reward randomized trial. J Am Heart Assoc [Internet]. 2018;7. Available from: https://www.ncbi.nlm.nih.gov/pubmed/29899015
Rogers T, Milkman KL, Volpp KG. Commitment devices: using initiatives to change behavior. Jama. 2014;311:2065–6.
Google Scholar
Patel MS, Asch DA, Rosin R, Small DS, Bellamy SL, Heuer J, et al. Framing financial incentives to increase physical activity among overweight and obese adults: a randomized, controlled trial. Ann Intern Med. 2016;164:385–94.
Google Scholar
Dai H, Milkman KL, Riis J. The fresh start effect: temporal landmarks motivate aspirational behavior. Manag Sci. 2014;60:2563–82.
Google Scholar
Minen MT, Friedman BW, Adhikari S, Corner S, Powers SW, Seng EK, et al. Introduction of a smartphone based behavioral intervention for migraine in the emergency department. Gen Hosp Psychiatry. 2021;69:12–9.
Google Scholar
Jonker L, Fitzgerald L, Vanderpol J, Fisher S. Digital diary App use for migraine in primary care: Prospective cohort study. Clin Neurol Neurosurg. 2022;216:107225.
Google Scholar
Schrier E, Xiong N, Thompson E, Poort H, Schumer S, Liu JF, et al. Stepping into survivorship pilot study: Harnessing mobile health and principles of behavioral economics to increase physical activity in ovarian cancer survivors. Gynecol Oncol. 2021;161:581–6.
Google Scholar
Camacho E, Chang SM, Currey D, Torous J. The impact of guided versus supportive coaching on mental health app engagement and clinical outcomes. Health Informatics J. 2023;29:14604582231215872.
Google Scholar
Cotton V, Patel MS. Gamification use and design in popular health and fitness mobile applications. Am J Health Promot AJHP. 2019;33:448–51.
Google Scholar
Long JA, Jahnle EC, Richardson DM, Loewenstein G, Volpp KG. Peer mentoring and financial incentives to improve glucose control in African American veterans: a randomized trial. Ann Intern Med. 2012;156:416–24.
Google Scholar
Kimmel SE, Troxel AB, Loewenstein G, Brensinger CM, Jaskowiak J, Doshi JA, et al. Randomized trial of lottery-based incentives to improve warfarin adherence. Am Heart J. 2012;164:268–74.
Google Scholar
Pope L, Harvey-Berino J. Burn and earn: a randomized controlled trial incentivizing exercise during fall semester for college first-year students. Prev Med. 2013;56:197.
Google Scholar
Ng MM, Firth J, Minen M, Torous J. User engagement in mental health apps: a review of measurement, reporting, and validity. Psychiatr Serv Wash DC. 2019;70:538–44.
Google Scholar
Minen MT, Jaran J, Boyers T, Corner S. Understanding what people with migraine consider to be important features of migraine tracking: an analysis of the utilization of smartphone‐based migraine tracking with a free‐text feature. Headache. 2020;60:1402.
Google Scholar
Torous J, Wisniewski H, Liu G, Keshavan M. Mental health mobile phone app usage, concerns, and benefits among psychiatric outpatients: comparative survey study. JMIR Ment Health. 2018;5:e11715.
Google Scholar
Torous J, Huffman J. Mobile mental health: bridging psychiatry and neurology through engaging innovations. Gen Hosp Psychiatry. 2021;75:90–1.
Google Scholar
Louw A, Diener I, Butler DS, Puentedura EJ. The effect of neuroscience education on pain, disability, anxiety, and stress in chronic musculoskeletal pain. Arch Phys Med Rehabil. 2011;92:2041–56.
Google Scholar
Moseley L. Unraveling the barriers to reconceptualization of the problem in chronic pain: the actual and perceived ability of patients and health professionals to understand the neurophysiology. J Pain Off J Am Pain Soc. 2003;4:184–9.
Google Scholar
Beltran-Alacreu H, Lopez-de-Uralde-Villanueva I, Fernandez-Carnero J, Touche RL. Manual therapy, therapeutic patient education, and therapeutic exercise, an effective multimodal treatment of nonspecific chronic neck pain: a randomized controlled trial. Am J Phys Med Rehabil. 2015;94:887–97.
Google Scholar
Minen MT, Morio K, Schaubhut KB, Powers SW, Lipton RB, Seng E. Focus group findings on the migraine patient experience during research studies and ideas for future investigations. Cephalalgia. 2020;40:712–34.
Google Scholar
Ben-Zeev D, Drake R, Marsch L. Clinical technology specialists. BMJ [Internet]. 2015;350. Available from: https://pubmed.ncbi.nlm.nih.gov/25697164/
Wisniewski H, Torous J. Digital navigators to implement smartphone and digital tools in care. Acta Psychiatr Scand. 2020;141:350–5.
Google Scholar
Noel VA, Carpenter-Song E, Acquilano SC, Torous J, Drake RE. The technology specialist: a 21st century support role in clinical care. NPJ Digit Med. 2019;2:61–6. eCollection 2019
Google Scholar
Rodriguez-Villa E, Naslund J, Keshavan M, Patel V, Torous J. Making mental health more accessible in light of COVID-19: Scalable digital health with digital navigators in low and middle-income countries. Asian J Psychiatry. 2020;54:102433.
Google Scholar
link

