Co-Variation of Depressive Mood and Locomotor Dynamics Evaluated by Ecological Momentary Assessment in Healthy Humans

PLoS ONE

Volumn 8, Issue 9, 2013, Pages

  Kim, Jinhyuk ^a   Nakamura, Toru ^a   Kikuchi, Hiroe ^b   Sasaki, Tsukasa ^a   Yamamoto, Yoshiharu ^a  

^a UNIVERSITY OF TOKYO   (Japan)

^b NATIONAL INSTITUTE OF MENTAL HEALTH   (Japan)

Author keywords

[No Author keywords available]

Indexed keywords

ADOLESCENT; ADULT; AGE; ANXIETY; ARTICLE; COMPUTER PROGRAM; CONTROLLED STUDY; DEPRESSION; ECOLOGICAL MOMENTARY ASSESSMENT; FATIGUE; FEMALE; HUMAN; LIFESTYLE; LOCOMOTION; MAJOR CLINICAL STUDY; MALE; OCCUPATION; OFFICE WORKER; PSYCHOLOGIC ASSESSMENT; SELF REPORT; SYMPTOM;

ADOLESCENT; ADULT; AGE FACTORS; DEPRESSION; FEMALE; HUMANS; LIFE STYLE; MALE; MODELS, BIOLOGICAL; MOTOR ACTIVITY; SELF-ASSESSMENT; SOFTWARE;

EID: 84884182458     PISSN: None     EISSN: 19326203     Source Type: Journal    
DOI: 10.1371/journal.pone.0074979     Document Type: Article

References (62)

1. Stone AA, Shiffman S, (1994) Ecological momentary assessment (EMA) in behavioral medicine. Ann Behav Med 16: 199-202.
2. Shiffman S, Stone AA, Hufford MR, (2008) Ecological momentary assessment. Annu Rev Clin Psychol 4: 1-32. doi:10.1146/annurev.clinpsy.3.022806.091415. PubMed: 18509902.
3. Stone AA, Shiffman S, Schwartz JE, Broderick JE, Hufford MR, (2002) Patient non-compliance with paper diaries. BMJ 324: 1193-1194. doi:10.1136/bmj.324.7347.1193. PubMed: 12016186.
4. Conner TS, Barrett LF, (2012) Trends in ambulatory self-report: the role of momentary experience in psychosomatic medicine. Psychosom Med 74: 327-337. doi:10.1097/PSY.0b013e3182546f18. PubMed: 22582330.
5. Kumar S, Nilsen W, Pavel M, Srivastava M, (2013) Mobile health: revolutionizing healthcare through transdisciplinary research. IEEE Comput 46: 28-35. doi:10.1109/MC.2012.392.
6. American Psychiatric Association (2000) Diagnostic and statistical manual of mental disorders. Washington, D.C.: American Psychiatric Press.
7. Thewissen V, Bentall RP, Lecomte T, van Os J, Myin-Germeys I, (2008) Fluctuations in self-esteem and paranoia in the context of daily life. J Abnorm Psychol 117: 143-153. doi:10.1037/0021-843X.117.1.143. PubMed: 18266492.
8. Steptoe A, Leigh ES, Kumari M, (2011) Positive affect and distressed affect over the day in older people. Psychol Aging 26: 956-965. doi:10.1037/a0023303. PubMed: 21517182.
9. Kimhy D, Delespaul P, Corcoran C, Ahn H, Yale S, et al. (2006) Computerized experience sampling method (ESMc): assessing feasibility and validity among individuals with schizophrenia. J Psychiatr Res 40: 221-230. doi:10.1016/j.jpsychires.2005.09.007. PubMed: 16300791.
10. Kamarck TW, Schwartz JE, Shiffman S, Muldoon MF, Sutton-Tyrrell K, et al. (2005) Psychosocial stress and cardiovascular risk: what is the role of daily experience? J Pers 73: 1749-1774. doi:10.1111/j.0022-3506.2005.00365.x. PubMed: 16274452.
11. Kamarck TW, Shiffman SM, Smithline L, Goodie JL, Paty JA, et al. (1998) Effects of task strain, social conflict, and emotional activation on ambulatory cardiovascular activity: daily life consequences of recurring stress in a multiethnic adult sample. Health Psychol 17: 17-29. doi:10.1037/0278-6133.17.1.17. PubMed: 9459066.
12. Smith TW, Birmingham W, Uchino BN, (2012) Evaluative threat and ambulatory blood pressure: cardiovascular effects of social stress in daily experience. Health Psychol 31: 763-766. doi:10.1037/a0026947. PubMed: 22251220.
13. Robles TF, Shetty V, Zigler CM, Glover DA, Elashoff D, et al. (2011) The feasibility of ambulatory biosensor measurement of salivary alpha amylase: relationships with self-reported and naturalistic psychological stress. Biol Psychol 86: 50-56. doi:10.1016/j.biopsycho.2010.10.006. PubMed: 20955759.
14. van Eck M, Berkhof H, Nicolson N, Sulon J, (1996) The effects of perceived stress, traits, mood states, and stressful daily events on salivary cortisol. Psychosom Med 58: 447-458. PubMed: 8902896.
15. Smyth J, Ockenfels MC, Porter L, Kirschbaum C, Hellhammer DH, et al. (1998) Stressors and mood measured on a momentary basis are associated with salivary cortisol secretion. Psychoneuroendocrinology 23: 353-370. doi:10.1016/S0306-4530(98)00008-0. PubMed: 9695136.
16. Steptoe A, Gibson EL, Hamer M, Wardle J, (2007) Neuroendocrine and cardiovascular correlates of positive affect measured by ecological momentary assessment and by questionnaire. Psychoneuroendocrinology 32: 56-64. doi:10.1016/j.psyneuen.2006.10.001. PubMed: 17157442.
17. Ritz T, Rosenfield D, Dewilde S, Steptoe A, (2010) Daily mood, shortness of breath, and lung function in asthma: concurrent and prospective associations. J Psychosom Res 69: 341-351. doi:10.1016/j.jpsychores.2010.05.004. PubMed: 20846535.
18. Chandra S, Scharf D, Shiffman S, (2011) Within-day temporal patterns of smoking, withdrawal symptoms, and craving. Drug Alcohol Depend 117: 118-125. doi:10.1016/j.drugalcdep.2010.12.027. PubMed: 21324611.
19. Shiffman S, Balabanis MH, Gwaltney CJ, Paty JA, Gnys M, et al. (2007) Prediction of lapse from associations between smoking and situational antecedents assessed by ecological momentary assessment. Drug Alcohol Depend 91: 159-168. doi:10.1016/j.drugalcdep.2007.05.017. PubMed: 17628353.
20. Muraven M, Collins RL, Shiffman S, Paty JA, (2005) Daily fluctuations in self-control demands and alcohol intake. Psychol Addict Behav 19: 140-147. doi:10.1037/0893-164X.19.2.140. PubMed: 16011384.
21. Jahng S, Solhan MB, Tomko RL, Wood PK, Piasecki TM, et al. (2011) Affect and alcohol use: an ecological momentary assessment study of outpatients with borderline personality disorder. J Abnorm Psychol 120: 572-584. doi:10.1037/a0024686. PubMed: 21823761.
22. Dunton GF, Atienza AA, Castro CM, King AC, (2009) Using ecological momentary assessment to examine antecedents and correlates of physical activity bouts in adults age 50+ years: a pilot study. Ann Behav Med 38: 249-255. doi:10.1007/s12160-009-9141-4. PubMed: 20052568.
23. Wichers M, Peeters F, Rutten BP, Jacobs N, Derom C, et al. (2012) A time-lagged momentary assessment study on daily life physical activity and affect. Health Psychol 31: 135-144. doi:10.1037/a0025688. PubMed: 21988094.
24. Teicher MH, (1995) Actigraphy and motion analysis: new tools for psychiatry. Harv Rev Psychiatry 3: 18-35. doi:10.3109/10673229509017161. PubMed: 9384925.
25. Teicher MH, Glod CA, Magnus E, Harper D, Benson G, et al. (1997) Circadian rest-activity disturbances in seasonal affective disorder. Arch Gen Psychiatry 54: 124-130. doi:10.1001/archpsyc.1997.01830140034007. PubMed: 9040280.
26. Burton C, McKinstry B, Szentagotai Tǎtar A, Serrano-Blanco A, Pagliari C, et al. (2013) Activity monitoring in patients with depression: a systematic review. J Affect Disord 145: 21-28. doi:10.1016/j.jad.2012.07.001. PubMed: 22868056.
27. Indic P, Murray G, Maggini C, Amore M, Meschi T, et al. (2012) Multi-scale motility amplitude associated with suicidal thoughts in major depression. PLOS ONE 7: e38761. doi:10.1371/journal.pone.0038761. PubMed: 22701706. doi:10.1371/journal.pone.0038761 PubMed: 22701706.
28. Walther S, Hügli S, Höfle O, Federspiel A, Horn H, et al. (2012) Frontal white matter integrity is related to psychomotor retardation in major depression. Neurobiol Dis 47: 13-19. doi:10.1016/j.nbd.2012.03.019. PubMed: 22426387.
29. Volkers AC, Tulen JH, van den Broek WW, Bruijn JA, Passchier J, et al. (2003) Motor activity and autonomic cardiac functioning in major depressive disorder. J Affect Disord 76: 23-30. doi:10.1016/S0165-0327(02)00066-6. PubMed: 12943930.
30. Berle JO, Hauge ER, Oedegaard KJ, Holsten F, Fasmer OB, (2010) Actigraphic registration of motor activity reveals a more structured behavioural pattern in schizophrenia than in major depression. BMC Res Notes 3: 149. doi:10.1186/1756-0500-3-149. PubMed: 20507606.
31. Nakamura T, Kiyono K, Yoshiuchi K, Nakahara R, Struzik ZR, et al. (2007) Universal scaling law in human behavioral organization. Phys Rev Lett 99: 138103. doi:10.1103/PhysRevLett.99.138103. PubMed: 17930642.
32. Nakamura T, Takumi T, Takano A, Aoyagi N, Yoshiuchi K, et al. (2008) Of mice and men--universality and breakdown of behavioral organization. PLOS ONE 3: e2050. doi:10.1371/journal.pone.0002050. PubMed: 18446212.
33. Kahneman D, Krueger AB, Schkade DA, Schwarz N, Stone AA, (2004) A survey method for characterizing daily life experience: the day reconstruction method. Science 306: 1776-1780. doi:10.1126/science.1103572. PubMed: 15576620.
34. McColl E, (2004) Best practice in symptom assessment: a review. Gut 53: 49-54. PubMed: 15082615.
35. Stone AA, Schwartz JE, Schkade D, Schwarz N, Krueger A, et al. (2006) A population approach to the study of emotion: diurnal rhythms of a working day examined with the Day Reconstruction Method. Emotion 6: 139-149. doi:10.1037/1528-3542.6.1.139. PubMed: 16637757.
36. Stone AA, Broderick JE, Porter LS, Kaell AT, (1997) The experience of rheumatoid arthritis pain and fatigue: examining momentary reports and correlates over one week. Arthritis Care Res 10: 185-193. doi:10.1002/art.1790100306. PubMed: 9335630.
37. Stone AA, Broderick JE, Shiffman SS, Schwartz JE, (2004) Understanding recall of weekly pain from a momentary assessment perspective: absolute agreement, between- and within-person consistency, and judged change in weekly pain. Pain 107: 61-69. doi:10.1016/j.pain.2003.09.020. PubMed: 14715390.
38. Friedberg F, Sohl SJ, (2008) Memory for fatigue in chronic fatigue syndrome: the relation between weekly recall and momentary ratings. Int J Behav Med 15: 29-33. doi:10.1007/BF03003071. PubMed: 18444018.
39. Stavrakakis N, de Jonge P, Ormel J, Oldehinkel AJ, (2012) Bidirectional prospective associations between physical activity and depressive symptoms. The TRAILS Study. J Adolesc Health Care 50: 503-508. doi:10.1016/j.jadohealth.2011.09.004.
40. Lindwall M, Larsman P, Hagger MS, (2011) The reciprocal relationship between physical activity and depression in older European adults: a prospective cross-lagged panel design using SHARE data. Health Psychol 30: 453-462. doi:10.1037/a0023268. PubMed: 21480713.
41. Harris AH, Cronkite R, Moos R, (2006) Physical activity, exercise coping, and depression in a 10-year cohort study of depressed patients. J Affect Disord 93: 79-85. doi:10.1016/j.jad.2006.02.013. PubMed: 16545873.
42. Strawbridge WJ, (2002) Physical activity reduces the risk of subsequent depression for older adults. Am J Epidemiol 156: 328-334. doi:10.1093/aje/kwf047. PubMed: 12181102.
43. Camacho TC, Roberts RE, Lazarus NB, Kaplan GA, Cohen RD, (1991) Physical activity and depression: evidence from the Alameda County Study. Am J Epidemiol 134: 220-231. PubMed: 1862805.
44. Damasio AR, (2004) Looking for Spinoza: joy, sorrow, and the feeling brain. London: Vintage Publishing House.
45. Kim J, Kikuchi H, Yamamoto Y, (2013) Systematic comparison between ecological momentary assessment and day reconstruction method for fatigue and mood states in healthy adults. Br J Health Psychol 18: 155-167. doi:10.1111/bjhp.12000. PubMed: 23017062.
46. Fukui I, (1997) The depression and anxiety mood scale (DAMS): scale development and validation. JPN J Behav Ther 23: 83-93.
47. Kikuchi H, Yoshiuchi K, Ohashi K, Yamamoto Y, Akabayashi A, (2007) Tension-type headache and physical activity: an actigraphic study. Cephalalgia 27: 1236-1243. doi:10.1111/j.1468-2982.2007.01436.x. PubMed: 17850350.
48. Sano W, Nakamura T, Yoshiuchi K, Kitajima T, Tsuchiya A, et al. (2012) Enhanced persistency of resting and active periods of locomotor activity in schizophrenia. PLOS ONE 7: e43539. doi:10.1371/journal.pone.0043539. PubMed: 22952701.
49. Schwartz JE, Stone AA, (1998) Strategies for analyzing ecological momentary assessment data. Health Psychol 17: 6-16. doi:10.1037/0278-6133.17.1.6. PubMed: 9459065.
50. Benjamini Y, Yekutieli D, (2001) The control of the false discovery rate in multiple testing under dependency. Ann Stat 29: 1165-1188. doi:10.1214/aos/1013699998.
51. Suls J, Bunde J, (2005) Anger, anxiety, and depression as risk factors for cardiovascular disease: the problems and implications of overlapping affective dispositions. Psychol Bull 131: 260-300. doi:10.1037/0033-2909.131.2.260. PubMed: 15740422.
52. Bleil ME, Gianaros PJ, Jennings JR, Flory JD, Manuck SB, (2008) Trait negative affect: toward an integrated model of understanding psychological risk for impairment in cardiac autonomic function. Psychosom Med 70: 328-337. doi:10.1097/PSY.0b013e31816baefa. PubMed: 18378862.
53. Thieme K, Turk DC, Flor H, (2004) Comorbid depression and anxiety in Fibromyalgia syndrome: Relationship to somatic and psychosocial variables. Psychosom Med 66: 837-844. doi:10.1097/01.psy.0000146329.63158.40. PubMed: 15564347.
54. Demyttenaere K, De Fruyt J, Stahl SM, (2005) The many faces of fatigue in major depressive disorder. Int J Neuropsychopharmacol 8: 93-105. doi:10.1017/S1461145704004729. PubMed: 15482632.
55. Kennedy SH, (2008) Core symptoms of major depressive disorder: relevance to diagnosis and treatment. Dialogues Clin Neurosci 10: 271-277. PubMed: 18979940.
56. Tylee A, Gastpar M, Lepine JP, Mendlewicz J, (1999) DEpress II (Depression Research in European Society II): a patient survey of the symptoms, disability and current management of depression in the community DEPRES Steering Committee. Int Clin Psychopharmacol 14: 139-151.
57. Baldwin DS, Papakostas GI, (2006) Symptoms of fatigue and sleepiness in major depressive disorder. J Clin Psychiatry 67 (Suppl 6):: 9-15. doi:10.4088/JCP.0906e09. PubMed: 16848671.
58. Skapinakis P, Lewis G, Mavreas V, (2003) Unexplained fatigue syndromes in a multinational primary care sample: specificity of definition and prevalence and distinctiveness from depression and generalized anxiety. Am J Psychiatry 160: 785-787. doi:10.1176/appi.ajp.160.4.785. PubMed: 12668371.
59. Tchekmedyian NS, Kallich J, McDermott A, Fayers P, Erder MH, (2003) The relationship between psychologic distress and cancer-related fatigue. Cancer 98: 198-203. doi:10.1002/cncr.11463. PubMed: 12833472.
60. Stone AA, Shiffman S, Atienza AA, Nebeling L, (2007) The science of real-time data capture: self-reports in health research. Oxford; New York: Oxford University Press.
61. Singer JD, Willett JB, (2003) Applied longitudinal data analysis: modeling change and event occurrence. Oxford; New York: Oxford University Press.
62. Linhart H, (1988) A test whether two AIC's differ significantly. S Afr Stat J 22: 153-161.