Abstract
Ambulatory monitoring methods enable the systematic measurement of physiology, behavior, and environmental cues during the course of daily living. This chapter describes important advantages of ambulatory monitoring techniques over laboratory-based measures and retrospective self-report instruments. Three primary domains of ambulatory monitoring will be reviewed: blood pressure, salivary cortisol, and self-report measures. The epidemiological value of these measures will be discussed, as well as their sociodemographic, psychological, and behavioral correlates. Methodological issues relevant to these domains of assessment are also discussed. This chapter then addresses novel future directions in ambulatory monitoring, including developments in environmental exposure (adverse neighborhood exposures and light-induced circadian disruption), biological sample collection, and computer-based self-report tools using cell phones and other devices. These new developments in ambulatory assessment illustrate the unique opportunities of wearable technologies, new computational techniques, and rapid wireless real-time data transfer that will have important implications for cardiovascular behavioral medicine research and its clinical applications.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Similar content being viewed by others
References
Adam EK (2006) Transactions among adolescent trait and state emotion and diurnal and momentary cortisol activity in naturalistic settings. Psychoneuroendocrinology 31:664–679
Adam EK, Hawkley LC, Kudielka BM, Cacioppo JT (2006) Day-to-day dynamics of experience-cortisol associations in a population-based sample of older adults. PNAS 103:17058–17063
Adler NE, Boyce T, Chesney MA (1994) Socioeconomic status and health: the challenge of the gradient. Am Psychol 49:15–24
Albiger N, Testa RM, Almoto B (2006) Patients with Cushing’s syndrome have increased intimal media thickness at different vascular levels: comparison with a population matched for similar cardiovascular risk factors. Horm Metab Res 38:405–410
Augustin T, Glass TA, James BD, Schwartz BS (2008) Neighborhood psychosocial hazards and cardiovascular disease: the Baltimore Memory Study. Am J Public Health 98:1664–1670
Banegas JRS, Segura J, de la Sierra A, Gorostidi M, Rodriguez-Artalejo F, Sobrino J, de la Cruz JJ, Vinyoles E, del Rey RH, Graciani A, Ruilope LM (2008) Gender differences in office and ambulatory control of hypertension. Am J Med 121:1078–1084
Belkic K, Landsbergis P, Schnall P (2000) Psychosocial factors: review of the empirical data among men. State Art Rev 15:24–49
Belkic KL, Landsbergis PA, Schnall PL, Baker D (2004) Is job strain a major source of cardiovascular disease risk? Scand J Work Environ Health 30:85–128
Bierman A, Klein T, Rea M (2005) The Daysimeter: a device for measuring optical radiation as a stimulus for the human circadian system. Meas Sci Technol 16:2292–2299
Boggia J, Thujs L, Hansen TW (2007) Prognostic accuracy of day versus night ambulatory blood pressure: a cohort study. Lancet 370:1219–1229
Brondolo E, Rieppi R, Erickson SA (2003) Hostility, interpersonal interactions, and ambulatory blood pressure. Psychosom Med 65:1003–1111
Brondolo E, Libby DJ, Denton EG (2008) Racism and ambulatory blood pressure in a community sample. Psychosom Med 70:40–56
Cella D, Riley W, Stone A (2010) Initial item banks and first wave testing of the Patient-Reported Outcomes Measurement Information System (PROMIS) network: 2005–2008. J Clin Epidemiol
Chen KY, Bassett DR (2005) The technology of accelerometry-based activity monitors: current and future. Med Sci Sports Exerc 37:S490–S500
Chida Y, Steptoe A (2009) Cortisol awakening response and psychosocial factors: a systematic review and meta-analysis. Biol Psychol 80:265–278
Cindy M, Jongh RL, Verberk MM, Kezic S (2007) Differential cytokine expression in skin after single and repeated irritation by sodium lauryl sulphate. Exp Dermatol
Clow A, Thorn L, Evans P, Hucklebridge F (2004) The awakening cortisol response: methodological issues and significance. Stress 7:29–37
Clow A, Hucklebridge F, Stalder T et al (2010) The cortisol awakening response: more than a measure of HPA axis function. Neurosci Biobehav Rev 35:97–103
Cohen S, Lemay EP (2007) Why would social networks be linked to affect and health practices? Health Psychol 26:410–417
Cohen S, Schwartz JE, Epel E et al (2006) Socioeconomic status, race, and diurnal cortisol decline in the Coronary Artery Risk Development in Young Adults (CARDIA) study. Psychosom Med 68:41–50
Conner TS, Barrett LF (2012) Trends in ambulatory self-report: the role of momentary experience in psychosomatic medicine. Psychosom Med 74:327–337
Czikszentmihalyi M, Larson R (1987) Validity and reliability of the experience-sampling method. J Nerv Ment Dis 175:526–536
Dekker MJH, Koper JW, van Aken MO (2008) Salivary cortisol is related to atherosclerosis of carotid arteries. J Clin Endocrinol Metab 93:3741–3747
DeSantis AS, Adam EK, Doane LD et al (2007) Racial/ethnic differences in cortisol diurnal rhythms in a community sample of adolescents. J Adolesc Health 41:3–13
Dickerson SS, Kemeny ME (2004) Acute stressors and cortisol responses: a theoretical integration and synthesis of laboratory research. Psychol Bull 130:355–391
Embretson SE, Reise SP (2000) Item response theory for psychologists. Lawrence Erlbaum Associates, Mahwah
Epstein DH, Willner-Reid J, Vahabzadeh M et al (2009) Real-time electronic diary reports of cue exposure and mood in the hours before cocaine and heroin craving and use. Arch Gen Psychiatry 66:88–94
Epstein DH, Tyburski M, Craig IM (2014) Real-time tracking of neighborhood surroundings and mood in urban drug misusers: application of a new method to study behavior in its geographical context. Drug Alcohol Depend
Ertin E, Stohs N, Kumar S et al (2011) Unobtrusively wearable sensor suite for inferring of onset, causality, and consequences of stress in the field. In: Paper presented at proceedings from 2011 ACM conference on embedded networked sensing systems. Seattle
Extabe J, Vazquez JA (1994) Morbidity and mortality in Cushing’s disease: an epidemiological approach. Clin Endocrinol 40:479–484
Fagard RH, Celis H, Thijs L (2008) Daytime and nighttime blood pressure as predictors of death and cause-specific cardiovascular events in hypertension. Hypertension 51:55–61
Fahrenberg J, Myrtek M (1996) Ambulatory assessment: computer-assisted psychological and psychophysiological methods in monitoring and field studies. Hogrefe and Huber Publishers, Seattle
Froehlich J, Chen M, Consolvo S et al (2007) My experience: a system for in situ tracing and capturing of user feedback on mobile phones. In: Proceedings of the 5th international conference on mobile systems, applications and services. ACM, New York
Fuller-Rowell TE, Doan SN, Eccles JS (2012) Differential effects of perceived discrimination on the diurnal cortisol rhythm of African Americans and Whites. Psychoneuroendocrinology 37:107–118
Fumo MT, Teeger S, Lang RM et al (1992) Diurnal blood pressure variation and cardiac mass in American Blacks and Whites and South African Blacks. Am J Hypertens 5:111–116
Furr-Holden CD, Smart MJ, Pokorni JL (2008) The NIfETy method for environmental assessment of neighborhood-level indicators of violence, alcohol, and other drug exposure. Prev Sci 9:245–255
Gallo LC, Bogart LM, Vrancenanu A, Matthews KA (2005) Socioeconomic status, resources, psychological experiences, and emotional responses: a test of the reserve capacity model. J Pers Soc Psychol 88:386–399
Gebhart S, Faupel M, Fowler R (2003) Glucose sensing in trasdermal body fluid collected under continuous vacuum pressure via micropores in the stratum corneum. Diabetes Technol Ther 5:159–166
Gerin W, Schwartz AR, Schwartz JE (2002) Limitations of current validation protocols for home blood pressure monitors for individual patients. Blood Press Monit 7:313–318
Gerin W, Schwartz JE, Devereux RB (2006) Superiority of ambulatory to physician blood pressure is not an artifact of differential measurement reliability. Blood Press Monit 11:297–301
Glass TA, Rasmussen MD, Schwartz BS (2006) Neighborhoods and obesity in older adults: the Baltimore Memory Study. Am J Prev Med 31:455–463
Glass TA, Bandeen-Roche K, McAtee M et al (2009) Neighborhood psychosocial hazards and the association of cumulative lead dose with cognitive function in older adults. Am J Epidemiol 169:683–692
Gustafsson PE, Janlert U, Theorell T, Hammarstrom A (2010) Life-course socioeconomic trajectories and diurnal cortisol regulation in adulthood. Psychoneuroendocrinology 35:613–623
Hajat A, Diez-Roux A, Franklin TG (2010) Socioeconomic and race/ethnic differences in daily salivary cortisol profiles: the Multi-Ethnic Study of Atherosclerosis. Psychoneuroendocrinology 35:932–943
Hajat A, Diez-Roux AV, Sanchez BN (2013) Examining the association between salivary cortisol levels and subclinical measures of atherosclerosis: the Multi-Ethnic Study of Atherosclerosis. Psychoneuroendocrinology 38:1036–1046
Hanson EKS, Maas CJM, Meihman TF, Godaert GLR (2000) Cortisol secretion throughout the day, perceptions of the work environment, and negative affect. Ann Behav Med 22:316–324
Hawkley LC, Burleson MH, Berntson GG, Cacioppo JT (2003) Loneliness in everyday life: cardiovascular activity, psychosocial context, and health behaviors. J Pers Soc Psychol 85:105–120
Hellhammer J, Fries E, Schweisthal OW et al (2007) Several daily measurements are necessary to reliably assess the cortisol rise after awakening: State- and trait components. Psychoneuroendocrinology 32:80–86
Hellhammer D, Wust S, Kudielka BM (2009) Salivary cortisol as a biomarker in stress research. Psychoneuroendocrinology 34:163–171
Heron KE, Smyth JM (2010) Ecological momentary interventions: incorporating mobile technology into psychosocial and health behaviour treatments. Br J Health Psychol 15:1–39
Hilbert A, Tuschen-Cafffier B (2007) Maintenance of binge eating through negative mood: a naturalistic comparison of binge eating disorder and bulimia nervosa. Int J Eat Disord 40:521–530
Horton M, Culler DE, Pister K et al (2002) The commercialization of microsensor motes. Sens Mag 19:40–48
Hruschka DJ, Kohrt BA, Worthman CM (2005) Estimating between- and within-individual variation in cortisol levels using multilevel models. Psychoneuroendocrinology 30:698–714
Hufford MR, Shields AL (2002) Electronic diaries: an examination of applications and what works in the field. Appl Clin Trials 11:46–56
Intille SS (2007) Technological innovations enabling automatic, context-sensitive ecological momentary assessment. In: Stone AA, Shiffman S, Atienza AA, Nebeling L (eds) The science of real-time data capture: self-report in health research. Oxford University Press
Ituarte PH, Kamarck TW, Thompson HS, Bacanu S (1999) Psychosocial mediators of racial differences in nighttime blood pressure dipping among normotensive adults. Health Psychol 18:393–402
Jacobs N, Myin-Germeys I, Derom C et al (2007) A momentary assessment study of the relationship between affective and adrenocortical stress responses in daily life. Biol Psychol 74:60–66
Janicki-Deverts D, Kamarck TW (2008) Ambulatory blood pressure monitoring. Sage, Los Angeles
Kajantie E, Phillips DIW (2006) The effects of sex and hormonal status on the physiological response to acute psychosocial stress. Psychoneuroendocrinology 31:151–178
Kamarck TW, Shiffman SM, Smithline L 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
Kamarck TW, Polk DE, Sutton-Tyrrell K, Muldoon MF (2002a) The incremental value of ambulatory BP persists after controlling for methodological confounds: associations with carotid atherosclerosis in a healthy sample. J Hypertens 20:1–7
Kamarck TW, Janicki DL, Shiffman S et al (2002b) Psychosocial demands and ambulatory blood pressure: a field assessment approach. Physiol Behav 77:699–704
Kamarck TW, Muldoon M, Shiffman S et al (2004) Experiences of demand and control in daily life as correlates of subclinical carotid atherosclerosis in a healthy older sample: the Pittsburgh Healthy Heart Project. Health Psychol 23:24–32
Kamarck TW, Schwartz J, Shiffman S et al (2005) Psychosocial stress and cardiovascular risk: what is the role of daily experience? J Pers 73:1749–1774
Kamarck TW, Muldoon M, Shiffman S, Sutton-Tyrrell K (2007a) Experiences of demand and control during daily life are predictors of carotid artery atherosclerotic progression among healthy men. Health Psychol 26:324–332
Kamarck TW, Shiffman S, Muldoon MF, Sutton-Tyrrell K (2007b) Ecological momentary assessment as a resource for social epidemiology. Oxford University Press, Oxford
Kamarck TW, Shiffman S, Wethington E (2011) Measuring psychosocial stress using ecological momentary assessment methods. In: Contrada R, Baum A (eds) Handbook of stress science: biology, psychology, and health. Springer, New York
Kamarck TW, Shiffman S, Sutton-Tyrrell K et al (2012) Daily psychological demands are associated with six-year progression of carotid artery atherosclerosis: the Pittsburgh Healthy Heart Project. Psychosom Med 74:432–439
Kanning M, Schlicht W (2010) Be active and become happy: an ecological momentary assessment of physical activity and mood. J Sport Exerc Psychol 32:253–261
Karasek RA, Theorell T (1990) Healthy work: stress, productivity and the reconstruction of working life. Basic Books, New York
Karasek R, Brisson C, Kawakami N et al (1998) The Job Content Questionnaire (JCQ): an instrument for internationally comparative assessments of psychosocial job characteristics. J Occup Health Psychol 3:322–355
Kario K, Pickering TG, Matsuo T et al (2001) Stroke prognosis and abnormal nocturnal blood pressure falls in older hypertensives. Hypertension 38:852–857
Kirk GD, Linas BS, Westergaard RP (2013) The EXposure Assessment in Current Time (EXACT) study: implementation, feasibility and acceptability of real-time data collection in a community cohort of illicit drug users. AIDS Res Treat
Kirschbaum C, Hellhammer DH (1989) Salivary cortisol in psychobiological research: an overview. Neuropsychobiology 22:150–169
Kirschbaum C, Hellhammer DH (2000) Salivary cortisol. In: Fink G (ed) Encyclopedia of stress. Academic, New York
Knutsson A, Hallquist J, Reuterwall C et al (1999) Shift-work and myocardial infarction: a case-control study. Occup Environ Med 56:46–50
Krause A, Smailagic A, Siewiorek D (2006) Context-aware mobile computing: learning context-dependent personal preferences from a wearable sensor array. IEEE Trans Mob Comput 5:113–127
Kudielka BM, Broderick JE, Kirschbaum C (2003) Compliance with saliva sampling protocols: electronic monitoring reveals invalid cortisol daytime profiles in noncompliant subjects. Psychosom Med 65:313–319
Kumari M, Badrick E, Chandola T (2010) Measures of social position and cortisol secretion in an aging population: findings from the Whitehall II study. Psychosom Med 72:27–34
Kumari M, Shipley M, Stafford M, Kivimaki M (2011) Association of diurnal patterns in salivary cortisol with all-cause and cardiovascular mortality. J Clin Endocrinol Metab 96:1478–1485
Lazarus R (1966) Psychological stress and the coping process. McGraw-Hill, New York
Levine A, Zagoory-Sharon O, Feldman R et al (2007) Measuring cortisol in human psychobiological studies. Physiol Behav 90:43–53
Li L, Power C, Kelly S et al (2007) Life-time socio-economic position and cortisol patterns in mid-life. Psychoneuroendocrinology 32:824–833
Martin CG, Bruce J, Fisher PA (2012) Racial and ethnic differences in diurnal cortisol rhythms in preadolescents: the role of parental psychosocial risk and monitoring. Horm Behav 61:661–668
Massey T, Gao T, Welsh M, Sharp J (2006) Design of a decentralized electronic triage system. In: Paper presented at the American Medical Informatics Association annual conference (AMIA). Washington, DC
Matthews K, Schwarts J, Cohen S, Seeman T (2006) Diurnal cortisol decline is related to coronary calcification: CARDIA study. Psychosom Med 68:657–661
Miller TQ, Smith TW, Turner CW et al (1996) A meta-analytic review of research on hostility and physical health. Psychol Bull 119:248–322
Miller GE, Cohen S, Ritchey AK (2002) Chronic psychological stress and the regulation of pro-inflammatory cytokines: a glucocorticoid-resistance model. Health Psychol 21:531–541
Miller GE, Chen E, Zhou ES (2007) If it goes up, must it come down? Chronic stress and the hypothalamic-pituitary-adrenocortical axis in humans. Psychol Bull 133:25–45
Miller GE, Chen E, Fok AK (2009) Low early-life social class leaves a biological residue manifested by decreased glucocorticoid and increased proinflammatory signaling. PNAS 106:14716–14721
Miller KG, Kamarck TW, Muldoon MF et al (2013) Flatter diurnal cortisol slope on work-days is associated with preclinical atherosclerosis. Psychosom Med 75:A–47
Munguia Tapia E, Intille SS, Haskell W et al (2007) Real-time recognition of physical activities and their intensities using wireless accelerometers and a heart rate. In: Monitor proceedings of the 11th IEEE international symposium on wearable computers. IEEE Press, pp 1–4
Nicolson N (2008) Measurement of cortisol. Sage, Los Angeles
O’Brien E, Atkins N (2007) State-of-the-market from the dableducational.org website. Blood Press Monit 12:377–379
O’Brien E, Sheridan J, O’Malley K (1988) Dippers and non-dippers. Lancet 2
O’Brien E, Pickering TG, Asmar R (2002) Working Group on Blood Pressure Monitoring of the European Society of Hypertension: international Protocol for validation of blood pressure measuring devices in adults. Blood Press Monit 7:3–17
Ohkubo T, Imai Y, Tsuiji I et al (1997) Relation between nocturnal decline in blood pressure and mortality. The Ohasama study. Am J Hypertens 10:1201–1207
Peterson L, Miller KG, Wong PM (2017) Sleep duration partially accounts for race differences in diurnal cortisol dynamics. Health Psychol 36:502–511
Pickering TG, Kario K (2001) Nocturnal non-dipping: what does it augur? Curr Opin Nephrol Hypertens 10:611–616
Pickering TG, Hall JE, Appel LJ (2005) Recommendations for blood pressure measurement in humans and experimental animals part I: blood pressure measurement in humans. Hypertension 45:142–161
Pickering TG, Eguichi K, Kario K (2007) Masked hypertension: a review. Hypertens Rev 30:479–488
Plarre K, Raij AB, Hossain M (2011) Continuous inference of psychological stress from sensory measurements collected in the natural environment. In: Paper presented at proceedings of 2011 ACM Information Processing in Sensor Networks (IPSN). Chicago
Polk DE, Kamarck TW, Shiffman S (2002) Hostility explains some of the discrepancy between ambulatory and clinic blood pressures. Health Psychol 21:202–206
Polk DE, Choen S, Doyle WJ et al (2005) State and trait affect as predictors of salivary cortisol in healthy adults. Psychoneuroendocrinology 30:261–272
Profant J, Dimsdale JE (1999) Race and diurnal blood pressure patterns. A review and meta-analysis. Hypertension 33:1099–1104
Pruessner JC, Wolf OT, Hellhammer DH (1997) Free cortisol levels after awakening: a reliable biological marker for the assessment of adrenocortical activity. Life Sci 61:2539–2549
Radetsky LC, Rea MS, Bierman A, Figueiro MG (2013) Circadian disruption: comparing humans with mice. Chronobiol Int 30:1066–1071
Ranjit N, Young EA, Raghunathan TE, Kaplan GA (2005) Modeling cortisol rhythms in a population-based study. Psychoneuroendocrinology 30:615–624
Rea M, Figueiro M, Bullough J, Bierman A (2005) A model of phototransduction by the human circadian system. Brain Res Rev 50:213–228
Rea M, Bierman A, Figueiro MG, Bullough JD (2008) A new approach to understanding the impact of circadian disruption on human health. J Circadian Rhythms
Redon J, Lurbe E (2008) Nocturnal blood pressure versus nondipping pattern: what do they mean? Hypertension 51:41–42
Ruger M, Scheer FAJL (2009) Effects of circadian disruption on the cardiometabolic system. Rev Endocr Metab Disord 10:245–260
Russell E, Koren G, Rieder M, Van Uum S (2012) Hair cortisol as a biological marker of chronic stress: current status, future directions and unanswered questions. Psychoneuroendocrinology 37:589–601
Sadeha A, Acebob C (2003) The role of actigraphy in sleep medicine. Sleep Med Rev 6:113–124
Schlotz W, Schulz P, Helhammer J et al (2006) Trait anxiety moderates the impact of performance pressure on salivary cortisol in everyday life. Psychoneuroendocrinology 31:459–472
Sega R, Facchetti R, Bombelli M et al (2005) Prognostic value of ambulatory and home blood pressures compared with office blood pressure in the general population: follow-up results from the Pressioni Arteriose Monitorate e Loro Associazioni (PAMELA) study. Circulation 111:1777–1783
Shetty V, Zigler C, Rolbles TF et al (2011) Developmental validation of a point-of-care salivary [alpha]-amylase biosensor. Psychoneuroendocrinology 36:193–199
Shiffman S (2009) Ecological momentary assessment (EMA) in studies of substance use. Psychol Assess 21:486–497
Shiffman S, Stone AA, Hufford MR (2008) Ecological momentary assessment. Annu Rev Clin Psychol 4:1–32
Shin Y, Nguyen M, Blitz P (2010) Personalized stress detection from physiological measurements. In: Paper presented at proceedings of international symposium on quality of life technology. Las Vegas
Siegrist J (1996) Adverse health effects of high-effort/low-reward conditions. J Occup Health Psychol 1:27–41
Six BL, Schap TE, Zhu FM (2009) Evidence-based development of a mobile telephone food record. J Am Diet Assoc 110:74–79
Skinner ML, Shirtcliff EA, Haggerty KP et al (2011) Allostasis model facilitates understanding race differences in the diurnal cortisol rhythm. Dev Psychopathol 23:1167–1186
Smailagic A, Siewiorek D (2002) Application design for wearable and context-aware computers. IEEE Pervasive Comput 1:20–29
Smyth J, Ockenfels MC, Porter L et al (1998) Stressors and mood measured on a momentary basis are associated with salivary cortisol secretion. Psychoneuroendocrinology 23:353–370
Souverein PC, Berard A, Van Staa TP (2004) Use of oral glucocorticoids and risk of cardiovascular and cerebrovascular disease in a population based case-control study. Heart 90:859–865
Spruill TM, Gerin W, Ogedegbe G et al (2009) Socioeconomic and psychosocial factors mediate race differences in nocturnal blood pressure dipping. Am J Hypertens 22:637–642
Steptoe A, Cropley M, Griffith J, Kirschbaum C (2000) Job strain and anger expression predict early morning elevations in salivary cortisol. Psychosom Med 62:286–292
Stewart J, Seeman T (2000) Salivary cortisol measurement. MacArthur research network on SES and health: allostatic load notebook
Stone AA, Schwartz JE, Smyth J (2001) Individual differences in the diurnal cycle of salivary free cortisol: a replication of flattened cycles for some individuals. Psychoneuroendocrinology 26:295–306
Stone AA, Shiffman S, Schwartz JE et al (2002) Patient non-compliance with paper diaries. Br Med J 324:1193–1194
Stone AA, Schwartz JE, Broderick JE, Shiffman S (2005) Variability of momentary pain predicts recall of weekly pain: a consequence of the peak (or salience) memory heuristic. Personal Soc Psychol Bull 31:1340–1346
Tilili C, Myung NV, Shetty V, Mulchandani A (2011) Label-free, chemiresistor immunosensor for stress biomarker cortisol in saliva. Biosens Bioelectron 26:4382–4386
US Preventive Services Task Force (2016) Final recommendations statement: high blood pressure in adults: screening
Van Cauter E, Leproult R, Kupfer DJ (1996) Effects of gender and age on the levels and circadian rhythmicity of plasma cortisol. J Clin Endocrinol Metab 81:2468–2473
van Eck M, Nicolson NA, Berkhof J (1998) Effects of stressful daily events on mood states: relationship to global perceived stress. J Pers Soc Psychol 75:1572–1585
Venugopal M, Feuvrel KE, Mongin D (2008) Clinical evaluation of a novel interstitial fluid sensor system for remote continuous alcohol monitoring. IEEE Sensors J 8
Verdecchia P (2000) Prognostic value of ambulatory blood pressure: current evidence and clinical implications. Hypertension 35
Vreeburg SA, Kruijtzer BP, Pelt J et al (2009) Associations between sociodemographic, sampling and health factors and various salivary cortisol indicators in a large sample without psychopathology. Psychoneuroendocrinology 34:1109–1120
Weitzman ED, Roffwarg H, Fukushima D et al (1971) Twenty-four hour pattern of the episodic secretion of cortisol in normal subjects. J Clin Endocrinol Metab 33:14–22
Whitworth JA, Williamson PM, Mangos G, Kelly JJ (2005) Cardiovascular consequences of cortisol excess. Vasc Health Risk Manag 1:291–299
Wong M, Edelstein J, Wollman J, Bond MG (1993) Ultrasonic pathological comparison of the human arterial wall. Arterioscler Thromb 13
Wood PA, Hrushesky WJM (1996) Circadian rhythms and cancer chemotherapy. Crit Rev Eukaryot Gene Expr 6:299–343
Yamaguchi M, Matsuda Y, Sasaki S (2013) Immunosensor with fluid control mechanism for salivary cortisol analysis. Biosens Bioelectron 41:186–191
Acknowledgments
This work was supported in part by the Exposure Biology Program (U01-DA-07005, U01-DA-023812, U01-DA-023832, U01-DA-023822, U01-HL091737), with additional funds provided by the NHLBI (R01-HL056346, P01-HL40962, R01-HL114082), NIDA (R01-DA035502, R34-DA-033181, R01-DA006084, and R01-DA020742), NSF (EEEC-0540865), and CNS-0910878 funded under the American Recovery and Reinvestment Act of 2009 (Public Law 111-5). The research was also supported in part by the Intramural Research Program of NIDA, NIH.
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2022 The Author(s), under exclusive license to Springer Science+Business Media, LLC, part of Springer Nature
About this entry
Cite this entry
Kamarck, T.W. et al. (2022). Ambulatory Monitoring and Ecological Momentary Assessment. In: Waldstein, S.R., Kop, W.J., Suarez, E.C., Lovallo, W.R., Katzel, L.I. (eds) Handbook of Cardiovascular Behavioral Medicine. Springer, New York, NY. https://doi.org/10.1007/978-0-387-85960-6_40
Download citation
DOI: https://doi.org/10.1007/978-0-387-85960-6_40
Published:
Publisher Name: Springer, New York, NY
Print ISBN: 978-0-387-85959-0
Online ISBN: 978-0-387-85960-6
eBook Packages: Behavioral Science and PsychologyReference Module Humanities and Social SciencesReference Module Business, Economics and Social Sciences