Movement patterns in women at risk for perinatal depression: Use of a mood-monitoring mobile application in pregnancy

Journal of the American Medical Informatics Association

Volumn 24, Issue 4, 2017, Pages 746-753

  Faherty, Laura J ^a   Hantsoo, Liisa ^a   Appleby, Dina ^a   Sammel, Mary D ^a   Bennett, Ian M ^b   Wiebe, Douglas J ^a  

^a UNIVERSITY OF PENNSYLVANIA   (United States)

^b UNIVERSITY OF WASHINGTON SCHOOL OF MEDICINE   (United States)

Author keywords

Ecologic momentary assessment; Mobile application; Perinatal depression; Smartphone application

Indexed keywords

ADULT; AFRICAN AMERICAN; ARTICLE; CLINICAL ARTICLE; COHORT ANALYSIS; CONTROLLED STUDY; DEMOGRAPHY; DISEASE ASSOCIATION; DISEASE SEVERITY; FEMALE; GENERALIZED ANXIETY DISORDER; HEALTH SURVEY; HUMAN; MOBILE APPLICATION; PATIENT HEALTH QUESTIONNAIRE 9; PERINATAL DEPRESSION; PHYSICAL ACTIVITY; PREGNANCY; PREGNANT WOMAN; PRENATAL CARE; AFFECT; DEPRESSION; EXERCISE; PATHOPHYSIOLOGY; PSYCHOLOGY; QUESTIONNAIRE; SELF REPORT; SMARTPHONE;

ADULT; AFFECT; COHORT STUDIES; DEPRESSION; DEPRESSIVE DISORDER; EXERCISE; FEMALE; HUMANS; MOBILE APPLICATIONS; PREGNANCY; SELF REPORT; SMARTPHONE; SURVEYS AND QUESTIONNAIRES;

EID: 85026386452     PISSN: 10675027     EISSN: 1527974X     Source Type: Journal    
DOI: 10.1093/jamia/ocx005     Document Type: Article

References (41)

1. Siu AL. The US Preventive Services Task Force (USPSTF). Screening for depression in adults: US Preventive Services Task Force recommendation statement. JAMA. 2016;315(4):380-87.
2. Gavin NI, Gaynes BN, Lohr KN, Meltzer-Brody S, Gartlehner G, Swinson T. Perinatal depression: a systematic review of prevalence and incidence. Obstet Gynecol. 2005;106:1071-83.
3. O'Hara MW, McCabe JE. Postpartum depression: current status and future directions. Annu Rev Clin Psychol. 2013;9:379-407.
4. Tronick E, Reck C. Infants of depressed mothers. Harv Rev Psychiatry. 2009;17:147-56.
5. Pearson RM, Evans J, Kounali D, et al. Maternal depression during pregnancy and the postnatal period: risks and possible mechanisms for offspring depression at age 18 years. JAMAPsychiatry. 2013;70(12):1312-19.
6. Beck CT. Predictors of postpartum depression. Nursing Res. 2001;50:275-85.
7. O'hara MW, Swain AM. Rates and risk of postpartum depression-a meta-analysis. Int Rev Psychiatry. 1996;8:37-54.
8. Robertson E, Grace S, Wallington T, Stewart DE. Antenatal risk factors for postpartum depression: A synthesis of recent literature. General Hospital Psychiatry. 2004;26:289-95.
9. Burton C, McKinstry B, Szentagotai Tatar A, Serrano-Blanco A, Pagliari C, Wolters M. Activity monitoring in patients with depression: a systematic review. J Affect Disorders. 2013;145(1):21-28.
10. Dunn AL, Trivedi MH, Kampert JB, Clark CG, Chambliss HO. Exercise treatment for depression: efficacy and dose response. Am J Prev Med. 2005;28(1):1-8.
11. Mata J, Thompson RJ, Jaeggi SM, Buschkuehl M, Jonides J, Gotlib IH. Walk on the bright side: Physical activity and affect in major depressive disorder. J Abnorm Psychol. 2012;121(2):297-308.
12. Wichers M. The dynamic nature of depression: a new micro-level perspective of mental disorder that meets current challenges. Psychol Med. 2013;616:1-12.
13. Wenze SJ, Miller IW. Use of ecological momentary assessment in mood disorders research. Clin Psychol Rev. 2010;30:794-804.
14. Lukasiewicz M, Fareng M, Benyamina A, Blecha L, Reynaud M, Falissard B. Ecological momentary assessment in addiction. Expert Rev Neurother. 2007;7:939-50.
15. Engel SG, Wonderlich SA, Crosby RD, et al. A study of patients with anorexia nervosa using ecologic momentary assessment. Int J Eat Disord. 2005;38:335-39.
16. Smith A, Mcgeeney K, Rainie L, Keeter S. U.S. Smartphone Use in 2015. Pew Research Center (Report). 2015:1-8. http://www.pewinternet.org/2015/04/01/us-smartphone-use-in-2015/. Accessed August 5, 2016.
17. Gordon M, Henderson R, Holmes JH, Wolters MK, Bennett IM. Participatory design of eHealth solutions for women from vulnerable populations with perinatal depression. J Am Med Inform Assoc. 2016;23(1):105-09.
18. Shiffman S, Stone AA, Hufford MR. Ecological momentary assessment. Annu Rev Clin Psychol. 2008;4:1-32.
19. Sandstrom GM, Lathia N, Mascolo C, Rentfrow PJ. Opportunities for smartphones in clinical care: the future of mobile mood monitoring. J Clin Psychiatry. 2016;77(2):e135-37.
20. Likamwa R, Liu Y, Lane ND, Zhong L. MoodScope: building a mood sensor from smartphone usage patterns. MobiSys '13 Proceeding 11th Annu Int Conf Mob Syst Appl Serv. 2013:389-402.
21. Canzian L, Musolesi M. Trajectories of depression: unobtrusive monitoring of depressive states by means of smartphone mobility traces analysis. Proc 2015 ACM Int. Jt Conf Pervasive Ubiquitous Comput. 2015:1293-304.
22. Burns MN, Begale M, Duffecy J, et al. Harnessing context sensing to develop a mobile intervention for depression. J Med Internet Res. 2011;13(3):e55.
23. Borodulin KM, Evenson KR, Wen F, Herring AH, Benson AM. Physical activity patterns during pregnancy. Med Sci Sports Exerc. 2008;40(11):1901-08.
24. Kroenke K, Spitzer RL, Williams JBW. The PHQ-9: validity of a brief depression severity measure. J Gen Intern Med. 2001;16(9):606-13.
25. Spitzer RL, Kroenke K, Williams JBW, Löwe B. A brief measure for assessing generalized anxiety disorder: the GAD-7. Arch Intern Med. 2006;166(10):1092-97.
26. Kroenke K, Spitzer RL, Williams JBW. The Patient Health Questionnaire- 2: validity of a two-item depression screener. Med Care. 2003;41(11): 1284-92.
27. Saeb S, Zhang M, Karr CJ, et al. Mobile phone sensor correlates of depressive symptom severity in daily-life behavior: an exploratory study. J Med Internet Res. 2015;17(7):e175.
28. Tsapeli F, Musolesi M. Investigating causality in human behavior from smartphone sensor data: a quasi-experimental approach. EPJ Data Sci. 2015;4(1):1-15.
29. Valleé J, Cadot E, Roustit C, Parizot I, Chauvin P. The role of daily mobility in mental health inequalities: the interactive influence of activity space and neighbourhood of residence on depression. Soc Sci Med. 2011;73(8):1133-44.
30. Meltzer-Brody S. New insights into perinatal depression: pathogenesis and treatment during pregnancy and postpartum. Dialogues Clin Neurosci. 2011;13(1):89-100.
31. Lee SY, Grantham CH, Shelton S, Meaney-Delman D. Does activity matter?: an exploratory study among mothers with preterm infants. Arch Womens Ment Health. 2012;15(3):185-92.
32. Behar E, DiMarco ID, Hekler EB, Mohlman J, Staples AM. Current theoretical models of generalized anxiety disorder (GAD): conceptual review and treatment implications. J Anxiety Disord. 2009;23(8):1011-23.
33. Christensen H, Batterham P, Mackinnon A, et al. Prevention of generalized anxiety disorder using a web intervention, iChill: randomized controlled trial. J Med Internet Res. 2014;16(9):e199.
34. Simpson W, Frey B, Steiner M. Mild depressive symptoms during the third trimester of pregnancy are associated with disruptions in daily rhythms but not subjective sleep quality. JWomen's Heal. 2016;25(6): 594-98.
35. Kim J, Nakamura T, Kikuchi H, Sasaki T, Yamamoto Y. Co-variation of depressive mood and locomotor dynamics evaluated by ecological momentary assessment in healthy humans. PLoS One. 2013;8(9):e74979.
36. Hopko DR, Mullane CM. Exploring the relation of depression and overt behavior with daily diaries. Behav Res Ther. 2008;46(9):1085-89.
37. Olds DL, Kitzman H, Cole R, et al. Effects of nurse home-visiting on maternal life course and child development: age 6 follow-up results of a randomized trial. Pediatrics. 2004;114(6):1550-59.
38. Dennis C-L, Hodnett E, Kenton L, et al. Effect of peer support on prevention of postnatal depression among high risk women: multisite randomised controlled trial. BMJ. 2009; 338:a3064.
39. Evans M, Donelle L, Hume-Loveland L. Social support and online postpartum depression discussion groups: a content analysis. Patient Educ Couns. 2012;87:405-10.
40. Dennis C-L, Dowswell T. Psychosocial and psychological interventions for preventing postpartum depression. Cochrane Database Syst Rev. 2013;2:CD001134.
41. Currie S, Gray C, Shepherd A, McInnes R. Antenatal physical activity: a qualitative study exploring women's experiences and the acceptability of antenatal walking groups. BMC Pregnancy Childbirth. 2016;16(1):182.