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Published in: BMC Public Health 1/2006

Open Access 01-12-2006 | Research article

The demand control model and circadian saliva cortisol variations in a Swedish population based sample (The PART study)

Authors: Magnus Alderling, Töres Theorell, Bartolomé de la Torre, Ingvar Lundberg

Published in: BMC Public Health | Issue 1/2006

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Abstract

Background

Previous studies of the relationship between job strain and blood or saliva cortisol levels have been small and based on selected occupational groups. Our aim was to examine the association between job strain and saliva cortisol levels in a population-based study in which a number of potential confounders could be adjusted for.

Methods

The material derives from a population-based study in Stockholm on mental health and its potential determinants. Two data collections were performed three years apart with more than 8500 subjects responding to a questionnaire in both waves. In this paper our analyses are based on 529 individuals who held a job, participated in both waves as well as in an interview linked to the second wave. They gave saliva samples at awakening, half an hour later, at lunchtime and before going to bed on a weekday in close connection with the interview. Job control and job demands were assessed from the questionnaire in the second wave. Mixed models were used to analyse the association between the demand control model and saliva cortisol.

Results

Women in low strain jobs (high control and low demands) had significantly lower cortisol levels half an hour after awakening than women in high strain (low control and high demands), active (high control and high demands) or passive jobs (low control and low demands). There were no significant differences between the groups during other parts of the day and furthermore there was no difference between the job strain, active and passive groups. For men, no differences were found between demand control groups.

Conclusion

This population-based study, on a relatively large sample, weakly support the hypothesis that the demand control model is associated with saliva cortisol concentrations.
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Literature
1.
go back to reference McEwen BS: Protective and damaging effects of stress mediators. N Engl J Med. 1998, 338 (3): 171-179. 10.1056/NEJM199801153380307.CrossRefPubMed McEwen BS: Protective and damaging effects of stress mediators. N Engl J Med. 1998, 338 (3): 171-179. 10.1056/NEJM199801153380307.CrossRefPubMed
2.
go back to reference Kirschbaum C, Hellhammer DH: Noise and Stress – Salivary Cortisol as a Non-Invasive Measure of Allostatic Load. Noise Health. 1999, 1 (4): 57-66.PubMed Kirschbaum C, Hellhammer DH: Noise and Stress – Salivary Cortisol as a Non-Invasive Measure of Allostatic Load. Noise Health. 1999, 1 (4): 57-66.PubMed
3.
go back to reference Aardal E, Holm AC: Cortisol in saliva – reference ranges and relation to cortisol in serum. Eur J Clin Chem Clin Biochem. 1995, 33 (12): 927-932.PubMed Aardal E, Holm AC: Cortisol in saliva – reference ranges and relation to cortisol in serum. Eur J Clin Chem Clin Biochem. 1995, 33 (12): 927-932.PubMed
4.
go back to reference Fujiwara K, Tsukishima E, Kasai S, Masuchi A, Tsutsumi A, Kawakami N, Miyake H, Kishi R: Urinary catecholamines and salivary cortisol on workdays and days off in relation to job strain among female health care providers. Scand J Work Environ Health. 2004, 30 (2): 129-138.CrossRefPubMed Fujiwara K, Tsukishima E, Kasai S, Masuchi A, Tsutsumi A, Kawakami N, Miyake H, Kishi R: Urinary catecholamines and salivary cortisol on workdays and days off in relation to job strain among female health care providers. Scand J Work Environ Health. 2004, 30 (2): 129-138.CrossRefPubMed
5.
go back to reference Hansen AM, Garde AH, Christensen JM, Eller NH, Netterstrom B: Evaluation of a radioimmunoassay and establishment of a reference interval for salivary cortisol in healthy subjects in Denmark. Scand J Clin Lab Invest. 2003, 63 (4): 303-310. 10.1080/00365510310001942.CrossRefPubMed Hansen AM, Garde AH, Christensen JM, Eller NH, Netterstrom B: Evaluation of a radioimmunoassay and establishment of a reference interval for salivary cortisol in healthy subjects in Denmark. Scand J Clin Lab Invest. 2003, 63 (4): 303-310. 10.1080/00365510310001942.CrossRefPubMed
6.
go back to reference Steptoe A, Wardle J, Lipsey Z, Mills R, Oliver G, Jarvis M, Kirschbaum C: A longitudinal study of work load and variations in psychological well-being, cortisol, smoking, and alcohol consumption. Ann Behav Med. 1998, 20 (2): 84-91.CrossRefPubMed Steptoe A, Wardle J, Lipsey Z, Mills R, Oliver G, Jarvis M, Kirschbaum C: A longitudinal study of work load and variations in psychological well-being, cortisol, smoking, and alcohol consumption. Ann Behav Med. 1998, 20 (2): 84-91.CrossRefPubMed
7.
go back to reference Steptoe A, Cropley M, Griffith J, Kirschbaum C: Job strain and anger expression predict early morning elevations in salivary cortisol. Psychosom Med. 2000, 62 (2): 286-292.CrossRefPubMed Steptoe A, Cropley M, Griffith J, Kirschbaum C: Job strain and anger expression predict early morning elevations in salivary cortisol. Psychosom Med. 2000, 62 (2): 286-292.CrossRefPubMed
8.
go back to reference Schulz P, Kirshbaum C, Pruessner J, Hellhammer D: Increased free cortisol secretion after awakening in chronically stressed individuals due to work overload. Stress Med. 1998, 14 (2): 91-97. 10.1002/(SICI)1099-1700(199804)14:2<91::AID-SMI765>3.0.CO;2-S.CrossRef Schulz P, Kirshbaum C, Pruessner J, Hellhammer D: Increased free cortisol secretion after awakening in chronically stressed individuals due to work overload. Stress Med. 1998, 14 (2): 91-97. 10.1002/(SICI)1099-1700(199804)14:2<91::AID-SMI765>3.0.CO;2-S.CrossRef
9.
go back to reference Rubin RT, Poland RE, Lesser IM, Winston RA, Blodgett AL: Neuroendocrine aspects of primary endogenous depression. I. Cortisol secretory dynamics in patients and matched controls. Arch Gen Psychiatry. 1987, 44 (4): 328-336.CrossRefPubMed Rubin RT, Poland RE, Lesser IM, Winston RA, Blodgett AL: Neuroendocrine aspects of primary endogenous depression. I. Cortisol secretory dynamics in patients and matched controls. Arch Gen Psychiatry. 1987, 44 (4): 328-336.CrossRefPubMed
10.
go back to reference Demitrack MA, Dale JK, Straus SE, Laue L, Listwak SJ, Kruesi MJ, Chrousos GP, Gold PW: Evidence for impaired activation of the hypothalamic-pituitary-adrenal axis in patients with chronic fatigue syndrome. J Clin Endocrinol Metab. 1991, 73 (6): 1224-1234.CrossRefPubMed Demitrack MA, Dale JK, Straus SE, Laue L, Listwak SJ, Kruesi MJ, Chrousos GP, Gold PW: Evidence for impaired activation of the hypothalamic-pituitary-adrenal axis in patients with chronic fatigue syndrome. J Clin Endocrinol Metab. 1991, 73 (6): 1224-1234.CrossRefPubMed
12.
go back to reference Lundberg I, Damström Thakker K, Hällström T, Forsell Y: Determinants of non-participation, and the effects of non-participation on potential cause-effect relationships, in the PART study on mental disorders. Soc Psychiatry Psychiatr Epidemiol. 2005, 40 (6): 475-483. 10.1007/s00127-005-0911-4.CrossRefPubMed Lundberg I, Damström Thakker K, Hällström T, Forsell Y: Determinants of non-participation, and the effects of non-participation on potential cause-effect relationships, in the PART study on mental disorders. Soc Psychiatry Psychiatr Epidemiol. 2005, 40 (6): 475-483. 10.1007/s00127-005-0911-4.CrossRefPubMed
13.
go back to reference Bech P, Gudex C, Johansen KS: The WHO (Ten) Well-Being Index: validation in diabetes. Psychother Psychosom. 1996, 65 (4): 183-190.CrossRefPubMed Bech P, Gudex C, Johansen KS: The WHO (Ten) Well-Being Index: validation in diabetes. Psychother Psychosom. 1996, 65 (4): 183-190.CrossRefPubMed
14.
go back to reference Theorell T, Perski A, Akerstedt T, Sigala F, Ahlberg-Hulten G, Svensson J, Eneroth P: Changes in job strain in relation to changes in physiological state. A longitudinal study. Scand J Work Environ Health. 1988, 14 (3): 189-196.CrossRefPubMed Theorell T, Perski A, Akerstedt T, Sigala F, Ahlberg-Hulten G, Svensson J, Eneroth P: Changes in job strain in relation to changes in physiological state. A longitudinal study. Scand J Work Environ Health. 1988, 14 (3): 189-196.CrossRefPubMed
15.
go back to reference Karasek RA: Job demands, job decision latitude, and mental strain: implications for job redesign. Admin Sc Quart. 1979, 24 (2): 285-308. 10.2307/2392498.CrossRef Karasek RA: Job demands, job decision latitude, and mental strain: implications for job redesign. Admin Sc Quart. 1979, 24 (2): 285-308. 10.2307/2392498.CrossRef
16.
go back to reference Karasek R, Theorell T: Healthy work: stress, productivity, and the reconstruction of working life. 1990, New York, N.Y.: Basic Books Karasek R, Theorell T: Healthy work: stress, productivity, and the reconstruction of working life. 1990, New York, N.Y.: Basic Books
17.
go back to reference Johnson JV, Hall EM: Job strain, work place social support, and cardiovascular disease: a cross-sectional study of a random sample of the Swedish working population. Am J Public Health. 1988, 78 (10): 1336-1342.CrossRefPubMedPubMedCentral Johnson JV, Hall EM: Job strain, work place social support, and cardiovascular disease: a cross-sectional study of a random sample of the Swedish working population. Am J Public Health. 1988, 78 (10): 1336-1342.CrossRefPubMedPubMedCentral
18.
go back to reference Theorell T, Rahe CR: Life change events, ballistocardiography and coronary death. J Human Stress. 1975, 1 (3): 18-24.CrossRefPubMed Theorell T, Rahe CR: Life change events, ballistocardiography and coronary death. J Human Stress. 1975, 1 (3): 18-24.CrossRefPubMed
19.
go back to reference Saunders JB, Aasland OG, Babor TF, de la Fuente JR, Grant M: Development of the Alcohol Use Disorders Identification Test (AUDIT): WHO Collaborative Project on Early Detection of Persons with Harmful Alcohol Consumption – II. Addiction. 1993, 88 (6): 791-804. 10.1111/j.1360-0443.1993.tb02093.x.CrossRefPubMed Saunders JB, Aasland OG, Babor TF, de la Fuente JR, Grant M: Development of the Alcohol Use Disorders Identification Test (AUDIT): WHO Collaborative Project on Early Detection of Persons with Harmful Alcohol Consumption – II. Addiction. 1993, 88 (6): 791-804. 10.1111/j.1360-0443.1993.tb02093.x.CrossRefPubMed
20.
go back to reference Bech P, Wermuth L: Applicability and validity of the Major Depression Inventory in patients with Parkinson's disease. Nord J Psychiatry. 1998, 52 (4): 305-309. 10.1080/08039489850149741.CrossRef Bech P, Wermuth L: Applicability and validity of the Major Depression Inventory in patients with Parkinson's disease. Nord J Psychiatry. 1998, 52 (4): 305-309. 10.1080/08039489850149741.CrossRef
21.
go back to reference Kunz-Ebrecht SR, Kirschbaum C, Marmot M, Steptoe A: Differences in cortisol awakening response on work days and weekends in women and men from the Whitehall II cohort. Psychoneuroendocrinology. 2004, 29 (4): 516-528. 10.1016/S0306-4530(03)00072-6.CrossRefPubMed Kunz-Ebrecht SR, Kirschbaum C, Marmot M, Steptoe A: Differences in cortisol awakening response on work days and weekends in women and men from the Whitehall II cohort. Psychoneuroendocrinology. 2004, 29 (4): 516-528. 10.1016/S0306-4530(03)00072-6.CrossRefPubMed
22.
go back to reference Rappaport SM, Selvin S: A method for evaluating the mean exposure from a lognormal distribution. Am Ind Hyg Assoc J. 1987, 48 (4): 374-379.CrossRefPubMed Rappaport SM, Selvin S: A method for evaluating the mean exposure from a lognormal distribution. Am Ind Hyg Assoc J. 1987, 48 (4): 374-379.CrossRefPubMed
23.
go back to reference Akaike H: A new look at the Statistical Model Identification. IEEE Transaction on Automatic Control. 1974, 19: 716-723. 10.1109/TAC.1974.1100705.CrossRef Akaike H: A new look at the Statistical Model Identification. IEEE Transaction on Automatic Control. 1974, 19: 716-723. 10.1109/TAC.1974.1100705.CrossRef
24.
go back to reference Littell RC, Milliken GA, Stroup WW, Wolfinger RD: SAS® System for Mixed Models. 1996, Cary, NC: SAS Institute Inc Littell RC, Milliken GA, Stroup WW, Wolfinger RD: SAS® System for Mixed Models. 1996, Cary, NC: SAS Institute Inc
25.
go back to reference Hucklebridge F, Mellins J, Evans P, Clow A: The awakening cortisol response: no evidence for an influence of body posture. Life Sci. 2002, 71 (6): 639-646. 10.1016/S0024-3205(02)01726-5.CrossRefPubMed Hucklebridge F, Mellins J, Evans P, Clow A: The awakening cortisol response: no evidence for an influence of body posture. Life Sci. 2002, 71 (6): 639-646. 10.1016/S0024-3205(02)01726-5.CrossRefPubMed
26.
go back to reference Steptoe A, Siegrist J, Kirschbaum C, Marmot M: Effort-reward imbalance, overcommitment, and measures of cortisol and blood pressure over the working day. Psychosom Med. 2004, 66 (3): 323-329. 10.1097/01.psy.0000126198.67070.72.PubMed Steptoe A, Siegrist J, Kirschbaum C, Marmot M: Effort-reward imbalance, overcommitment, and measures of cortisol and blood pressure over the working day. Psychosom Med. 2004, 66 (3): 323-329. 10.1097/01.psy.0000126198.67070.72.PubMed
Metadata
Title
The demand control model and circadian saliva cortisol variations in a Swedish population based sample (The PART study)
Authors
Magnus Alderling
Töres Theorell
Bartolomé de la Torre
Ingvar Lundberg
Publication date
01-12-2006
Publisher
BioMed Central
Published in
BMC Public Health / Issue 1/2006
Electronic ISSN: 1471-2458
DOI
https://doi.org/10.1186/1471-2458-6-288

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