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Peterson H, Laurienti PJ, Rejeski WJ, Fanning J, Gauvin L. Childhood neglect is associated with low affect and high stress in habitual alcohol drinkers. INTERNATIONAL JOURNAL OF ALCOHOL AND DRUG RESEARCH 2022; 10:3-14. [PMID: 36875154 PMCID: PMC9979972 DOI: 10.7895/ijadr.399] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/18/2023]
Abstract
OBJECTIVE Adverse childhood experiences, ranging from childhood trauma to neglect or mistreatment, show associations with alcohol dependence in adulthood. Alcohol researchers have not yet clearly demonstrated the potential impact of childhood maltreatment on everyday drinking in alcohol consumers who do not have an alcohol use disorder (AUD). This study examined whether a history of childhood neglect results in differential ratings of stress, affect, and desire to drink, during typical alcohol consumption in moderate to heavy drinkers without an AUD. METHODS The parent study from which these analyses were generated recruited overall healthy, albeit moderate to heavy alcohol users who fell above National Institute on Alcohol Abuse and Alcoholism (NIAAA) classifications for low-risk drinking. Childhood Trauma Questionnaire (CTQ) responses were collected, and real-time surveys were collected in participants' natural environments approximately every three hours between 9 a.m. and 9 p.m. using iPhones equipped with a study-created application probing stress, affect, and desire for alcohol, while participants followed their typical drinking routine (3 days) and during a brief period of imposed abstinence (3 days). RESULTS Thirty-six participants averaging 41 years of age and consuming an average of 17 (±5) drinks per week participated in this study. CTQ responses showed low prevalence of childhood abuse, but moderate to high emotional (M = 17.39, SD = 6.77) and physical neglect (M = 11.11, SD = 3.31) scores. Multilevel modeling revealed significantly higher stress and lower affect ratings among participants reporting higher physical neglect. Alcohol consumption was significantly associated with decreased stress, and increased affect and desire for alcohol. A significant interaction showed that as childhood physical neglect ratings increased, the benefits observed following drinking (of decreased stress, and increased affect and desire for alcohol) were reduced. CONCLUSIONS These results suggest that moderate to heavy healthy daily drinkers with histories of greater childhood physical neglect experience poorer mood and higher stress on a daily basis, with smaller improvement experienced from drinking alcohol. Among moderate to heavy daily drinkers without an AUD, those with greater childhood physical neglect experience poorer mood and higher stress on a daily basis, and have smaller improvements in stress, affect and desire while/following drinking alcohol than those with less childhood physical neglect.
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Affiliation(s)
- Hope Peterson
- Neuroscience Graduate Program, Wake Forest School of Medicine, Medical Center Blvd, Winston-Salem, NC, 27157 USA
- Laboratory for Complex Brain Networks, Wake Forest Health Sciences, Medical Center Blvd, Winston-Salem, NC, 27157 USA
| | - Paul J. Laurienti
- Laboratory for Complex Brain Networks, Wake Forest Health Sciences, Medical Center Blvd, Winston-Salem, NC, 27157 USA
- Department of Radiology, Wake Forest School of Medicine, Medical Center Blvd, Winston-Salem, NC, 27157 USA
| | - W. Jack Rejeski
- Department of Health and Exercise Science, Wake Forest University, 1834 Wake Forest Rd, Winston-Salem, NC, 27106 USA
| | - Jason Fanning
- Department of Health and Exercise Science, Wake Forest University, 1834 Wake Forest Rd, Winston-Salem, NC, 27106 USA
| | - Lise Gauvin
- Department of Social and Preventive Medicine, School of Public Health, Université de Montréal, P.O. Box 6128, Downtown Station, Montréal, H3C 3J5, Canada
- Health Innovation and Evaluation Hub, Centre de recherche du CHUM, 850 rue Saint-Denis, S01-118, Montreal, H2X 0A9, Canada
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Slawinska MM, Davis PA. Recall of Affective Responses to Exercise: Examining the Influence of Intensity and Time. Front Sports Act Living 2020; 2:573525. [PMID: 33345135 PMCID: PMC7739708 DOI: 10.3389/fspor.2020.573525] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2020] [Accepted: 09/08/2020] [Indexed: 11/13/2022] Open
Abstract
Affective responses to exercise are noted to be dynamic and frequently vacillate between positive and negative valence during physical activity. Recalled affect following exercise can influence anticipated affective responses to exercise and guide future behaviors. Research examining affective memory processes indicates that the recall of an experience can substantially differ from the actual experience and change over time. Grounded in the dual mode model (Ekkekakis, 2003), this study examines individuals' recall of exercise-related affect over a period of 2 weeks. Forty-two adults (26 women, 16 men; Mage = 29.64, SD = 5.69) completed two 20-min treadmill exercise trials in a randomized control crossover design; the trials were set either at a low or high exercise intensity based upon individuals' ventilatory threshold. Data analyses indicate that the affective responses to the low-intensity condition were evaluated more positively than in the high-intensity condition. Recalled affect fluctuated over a 2-week time period following both the low- and high-intensity exercise trials. A significant reduction at the 24-h recall measurement point was observed in both exercise intensity conditions. Implications for future research and health promotion interventions aiming to optimize affective responses to exercise are presented.
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Zapata-Lamana R, Lalanza JF, Losilla JM, Parrado E, Capdevila L. mHealth technology for ecological momentary assessment in physical activity research: a systematic review. PeerJ 2020; 8:e8848. [PMID: 32257648 PMCID: PMC7103204 DOI: 10.7717/peerj.8848] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2019] [Accepted: 03/03/2020] [Indexed: 12/28/2022] Open
Abstract
OBJECTIVE To systematically review the publications on ecological momentary assessment (EMA) relating to physical activity (PA) behavior in order to classify the methodologies, and to identify the main mHealth technology-based tools and procedures that have been applied during the first 10 years since the emergence of smartphones. As a result of this review, we want to ask if there is enough evidence to propose the use of the term "mEMA" (mobile-based EMA). DESIGN A systematic review according to PRISMA Statement (PROSPERO registration: CRD42018088136). METHOD Four databases (PsycINFO, CINALH, Medline and Web of Science Core Collection) were searched electronically from 2008 to February 2018. RESULTS A total of 76 studies from 297 potential articles on the use of EMA and PA were included in this review. It was found that 71% of studies specifically used "EMA" for assessing PA behaviors but the rest used other terminology that also adjusted to the inclusion criteria. Just over half (51.3%) of studies (39) used mHealth technology, mainly smartphones, for collecting EMA data. The majority (79.5%) of these studies (31 out of 39) were published during the last 4 years. On the other hand, 58.8% of studies that only used paper-and-pencil were published during the first 3 years of the 10-year period analyzed. An accelerometer was the main built-in sensor used for collecting PA behavior by means of mHealth (69%). Most of the studies were carried out on young-adult samples, with only three studies in older adults. Women were included in 60% of studies, and healthy people in 82%. The studies lasted between 1 and 7 days in 57.9%, and between three and seven assessments per day were carried out in 37%. The most popular topics evaluated together with PA were psychological state and social and environmental context. CONCLUSIONS We have classified the EMA methodologies used for assessing PA behaviors. A total of 71% of studies used the term "EMA" and 51.3% used mHealth technology. Accelerometers have been the main built-in sensor used for collecting PA. The change of trend in the use of tools for EMA in PA coincides with the technological advances of the last decade due to the emergence of smartphones and mHealth technology. There is enough evidence to use the term mEMA when mHealth technology is being used for monitoring real-time lifestyle behaviors in natural situations. We define mEMA as the use of mobile computing and communication technologies for the EMA of health and lifestyle behaviors. It is clear that the use of mHealth is increasing, but there is still a lot to be gained from taking advantage of all the capabilities of this technology in order to apply EMA to PA behavior. Thus, mEMA methodology can help in the monitoring of healthy lifestyles under both subjective and objective perspectives. The tendency for future research should be the automatic recognition of the PA of the user without interrupting their behavior. The ecological information could be completed with voice messages, image captures or brief text selections on the touch screen made in real time, all managed through smartphone apps. This methodology could be extended when EMA combined with mHealth are used to evaluate other lifestyle behaviors.
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Affiliation(s)
| | - Jaume F. Lalanza
- Department of Basic Psychology, Universitat Autónoma de Barcelona, Bellaterra, Spain
| | - Josep-Maria Losilla
- Department of Psychobiology and Methodology of Health Science, Universitat Autónoma de Barcelona, Bellaterra, Spain
- Sport Research Institute UAB, Universitat Autònoma de Barcelona, Bellaterra, Spain
| | - Eva Parrado
- Department of Basic Psychology, Universitat Autónoma de Barcelona, Bellaterra, Spain
- Sport Research Institute UAB, Universitat Autònoma de Barcelona, Bellaterra, Spain
| | - Lluis Capdevila
- Department of Basic Psychology, Universitat Autónoma de Barcelona, Bellaterra, Spain
- Sport Research Institute UAB, Universitat Autònoma de Barcelona, Bellaterra, Spain
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Fernandez DP, Kuss DJ, Griffiths MD. Short-term abstinence effects across potential behavioral addictions: A systematic review. Clin Psychol Rev 2020; 76:101828. [DOI: 10.1016/j.cpr.2020.101828] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2019] [Revised: 01/17/2020] [Accepted: 01/17/2020] [Indexed: 02/07/2023]
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Morgan JA, Olagunju AT, Corrigan F, Baune BT. Does ceasing exercise induce depressive symptoms? A systematic review of experimental trials including immunological and neurogenic markers. J Affect Disord 2018. [PMID: 29529552 DOI: 10.1016/j.jad.2018.02.058] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/07/2023]
Abstract
BACKGROUND Regular exercise in adults improves depressive symptoms (DS) and major depressive disorder (MDD), however the clinical effects of ceasing exercise are largely unknown. METHODS Seven databases were searched from inception to December 2017. Eligibility criteria included English language studies investigating the effects of ceasing exercise on DS or MDD in regularly active adults with or without prior DS or MDD. Blood based markers related to exercise cessation (EC) were assessed, if recorded. Studies investigating exercise follow-up periods were excluded. RESULTS No studies investigated EC in MDD. Six studies including two RCTS and three studies investigating neurogenic and immune biological markers associated with DS met inclusion criteria (152 healthy adults, females n = 50/32.89%). Compared to baseline, EC increased DS after three days, one week, and two weeks. Female participants had significantly more DS than male participants. Following EC, no changes in brain derived neurotrophic factor (BDNF) or tumour necrosis factor alpha (TNF) were evident, however C-reactive protein (CRP) at week one and interleukin 6 (IL6) at week two were reduced. LIMITATIONS Quality concerns including risks of attrition and reporting bias limit our confidence in these results. CONCLUSIONS Ceasing regular exercise increases DS in healthy adults, with greater DS in females than males. Contrary to the cytokine/inflammatory hypothesis of depression, DS were associated with reduced CRP and IL6 and without increased TNF. High quality trials are needed to extend this field of research in both healthy and MDD populations.
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Affiliation(s)
- Julie A Morgan
- The University of Adelaide, Adelaide Medical School, Discipline of Psychiatry, Adelaide, Australia
| | - Andrew T Olagunju
- The University of Adelaide, Adelaide Medical School, Discipline of Psychiatry, Adelaide, Australia
| | - Frances Corrigan
- The University of Adelaide, Adelaide Medical School, Discipline of Anatomy and Pathology, Adelaide, Australia
| | - Bernhard T Baune
- The University of Adelaide, Adelaide Medical School, Discipline of Psychiatry, Adelaide, Australia.
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Abstract
OBJECTIVE A sedentary lifestyle has been associated with mental health disorders. Many medical conditions result in the cessation of exercise, which may increase the risk of developing mental health problems. The purpose of this article is to systematically review the literature examining the effects of exercise withdrawal on mental health. METHOD Literature was searched using PubMed, PsycINFO, and SPORTdiscus for studies that experimentally manipulated the withdrawal of exercise and included mental health as outcome measure. RESULTS A total of 19 studies met inclusion criteria (total N=689 with 385 individuals participating in an exercise withdrawal condition). Exercise withdrawal consistently resulted in increases in depressive symptoms and anxiety. Other mental health outcomes were investigated infrequently. Severe mental health issues requiring clinical intervention after experimentally controlled exercise withdrawal was rare. Heterogeneity in methods and outcomes was observed, especially in terms of the duration of exercise withdrawal (range 1 to 42days, median=7days), with stronger effects if exercise withdrawal exceeded 2weeks. CONCLUSION Experimentally controlled exercise withdrawal has adverse consequences for mental health. These observations in healthy individuals may help to understand the onset of mental health problems in response to acute and chronic medical conditions associated with reduced physical activity. Future research is needed to investigate potential mechanisms explaining the adverse mental health consequences of cessation of exercise that will provide new targets for clinical interventions.
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Associação entre dependência do exercício físico e percepção da qualidade de vida no basquetebol master brasileiro. REVISTA BRASILEIRA DE CIÊNCIAS DO ESPORTE 2017. [DOI: 10.1016/j.rbce.2017.07.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
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Noetel M, Miskovic-Wheatley J, Costa D, Crosby RD, Hay P, Kohn M, Madden S, Touyz S. Exercise for the compulsive exercisers? An exploratory study in adolescent inpatients with anorexia nervosa. ACTA ACUST UNITED AC 2016. [DOI: 10.1080/21662630.2016.1202123] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
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Antunes HKM, Leite GSF, Lee KS, Barreto AT, Santos RVTD, Souza HDS, Tufik S, de Mello MT. Exercise deprivation increases negative mood in exercise-addicted subjects and modifies their biochemical markers. Physiol Behav 2016; 156:182-90. [PMID: 26812592 DOI: 10.1016/j.physbeh.2016.01.028] [Citation(s) in RCA: 37] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2015] [Revised: 01/19/2016] [Accepted: 01/22/2016] [Indexed: 01/08/2023]
Abstract
The aim of this study was to identify the possible association between biochemical markers of exercise addiction and affective parameters in a sample of athletes during 2weeks of withdrawal exercise. Eighteen male runners were distributed into a control group (n=10) composed of runners without exercise addiction symptoms and an exercise addiction group (n=8) composed of runners with exercise addiction symptoms. The volunteers performed a baseline evaluation that included affective questionnaires, blood samples, body composition and an aerobic test performed at ventilatory threshold I. After the baseline evaluation, the groups started an exercise withdrawal period that was sustained for 2weeks. During exercise withdrawal, an actigraph accelerometer was used to monitor the movement index, and CK and LDH were measured in blood samples to validate the non-exercise practice. At the end of the exercise withdrawal period, a blood collection, aerobic test and mood scale was performed in the re-test. The results showed that at the end of the experimental protocol, when compared with the control group, the exercise addiction group showed an increase in depression, confusion, anger, fatigue and decreased vigor mood that improved post-exercise, along with low levels of anandamide at all time-points evaluated and a modest increase in β-endorphin post-exercise. Moreover, the exercise addiction group showed a decrease in oxygen consumption and respiratory exchange ratio after the exercise withdrawal period, which characterized a detraining phenomenon. Our data suggest that a 2-week withdrawal exercise period resulted in an increase of negative mood in exercise addiction; additionally, exercise addiction showed low levels of anandamide.
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Affiliation(s)
- Hanna Karen Moreira Antunes
- Departamento de Biociências, Universidade Federal de São Paulo, Campus Baixada Santista, Santos, SP, Brazil; Centro de Estudos em Psicobiologia e Exercício (CEPE), São Paulo, SP, Brazil; Departamento de Psicobiologia, Universidade Federal de São Paulo, Campus São Paulo, São Paulo, SP, Brazil.
| | | | - Kil Sun Lee
- Departamento de Bioquímica, Universidade Federal de São Paulo, São Paulo, SP, Brazil
| | | | - Ronaldo Vagner Thomatieli Dos Santos
- Departamento de Biociências, Universidade Federal de São Paulo, Campus Baixada Santista, Santos, SP, Brazil; Centro de Estudos em Psicobiologia e Exercício (CEPE), São Paulo, SP, Brazil; Departamento de Psicobiologia, Universidade Federal de São Paulo, Campus São Paulo, São Paulo, SP, Brazil
| | - Helton de Sá Souza
- Centro de Estudos em Psicobiologia e Exercício (CEPE), São Paulo, SP, Brazil; Departamento de Psicobiologia, Universidade Federal de São Paulo, Campus São Paulo, São Paulo, SP, Brazil
| | - Sergio Tufik
- Departamento de Psicobiologia, Universidade Federal de São Paulo, Campus São Paulo, São Paulo, SP, Brazil
| | - Marco Tulio de Mello
- Centro de Estudos em Psicobiologia e Exercício (CEPE), São Paulo, SP, Brazil; Departamento de Esportes, Faculdade de Educação Física, Fisioterapia e Terapia Ocupacional, Universidade Federal de Minas Gerais, Belo Horizonte, MG, Brazil; Departamento de Psicobiologia, Universidade Federal de São Paulo, Campus São Paulo, São Paulo, SP, Brazil
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Pike JR, Xie B, Tan N, Sabado-Liwag MD, Orne A, Toilolo T, Cen S, May V, Lee C, Pang VK, Rainer MA, Vaivao DES, Lepule JT, Tanjasiri SP, Palmer PH. Developing an Internet- and Mobile-Based System to Measure Cigarette Use Among Pacific Islanders: An Ecological Momentary Assessment Study. JMIR Mhealth Uhealth 2016; 4:e2. [PMID: 26743132 PMCID: PMC4722229 DOI: 10.2196/mhealth.4437] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2015] [Revised: 08/02/2015] [Accepted: 10/09/2015] [Indexed: 01/01/2023] Open
Abstract
BACKGROUND Recent prevalence data indicates that Pacific Islanders living in the United States have disproportionately high smoking rates when compared to the general populace. However, little is known about the factors contributing to tobacco use in this at-risk population. Moreover, few studies have attempted to determine these factors utilizing technology-based assessment techniques. OBJECTIVE The objective was to develop a customized Internet-based Ecological Momentary Assessment (EMA) system capable of measuring cigarette use among Pacific Islanders in Southern California. This system integrated the ubiquity of text messaging, the ease of use associated with mobile phone apps, the enhanced functionality offered by Internet-based Cell phone-optimized Assessment Techniques (ICAT), and the high survey completion rates exhibited by EMA studies that used electronic diaries. These features were tested in a feasibility study designed to assess whether Pacific Islanders would respond to this method of measurement and whether the data gathered would lead to novel insights regarding the intrapersonal, social, and ecological factors associated with cigarette use. METHODS 20 young adult smokers in Southern California who self-identified as Pacific Islanders were recruited by 5 community-based organizations to take part in a 7-day EMA study. Participants selected six consecutive two-hour time blocks per day during which they would be willing to receive a text message linking them to an online survey formatted for Web-enabled mobile phones. Both automated reminders and community coaches were used to facilitate survey completion. RESULTS 720 surveys were completed from 840 survey time blocks, representing a completion rate of 86%. After adjusting for gender, age, and nicotine dependence, feeling happy (P=<.001) or wanting a cigarette while drinking alcohol (P=<.001) were positively associated with cigarette use. Being at home (P=.02) or being around people who are not smoking (P=.01) were negatively associated with cigarette use. CONCLUSIONS The results of the feasibility study indicate that customized systems can be used to conduct technology-based assessments of tobacco use among Pacific Islanders. Such systems can foster high levels of survey completion and may lead to novel insights for future research and interventions.
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Affiliation(s)
- James Russell Pike
- School of Community and Global Health, Claremont Graduate University, Claremont, CA, United States.
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Thøgersen-Ntoumani C, Loughren EA, Kinnafick FE, Taylor IM, Duda JL, Fox KR. Changes in work affect in response to lunchtime walking in previously physically inactive employees: A randomized trial. Scand J Med Sci Sports 2015; 25:778-87. [PMID: 25559067 DOI: 10.1111/sms.12398] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/28/2014] [Indexed: 01/09/2023]
Abstract
Physical activity may regulate affective experiences at work, but controlled studies are needed and there has been a reliance on retrospective accounts of experience. The purpose of the present study was to examine the effect of lunchtime walks on momentary work affect at the individual and group levels. Physically inactive employees (N = 56; M age = 47.68; 92.86% female) from a large university in the UK were randomized to immediate treatment or delayed treatment (DT). The DT participants completed both a control and intervention period. During the intervention period, participants partook in three weekly 30-min lunchtime group-led walks for 10 weeks. They completed twice daily affective reports at work (morning and afternoon) using mobile phones on two randomly chosen days per week. Multilevel modeling was used to analyze the data. Lunchtime walks improved enthusiasm, relaxation, and nervousness at work, although the pattern of results differed depending on whether between-group or within-person analyses were conducted. The intervention was effective in changing some affective states and may have broader implications for public health and workplace performance.
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Affiliation(s)
- C Thøgersen-Ntoumani
- School of Psychology and Speech Pathology, Curtin University, Perth, Western Australia, Australia
| | - E A Loughren
- School of Sport and Exercise, University of Gloucestershire, Gloucester, UK
| | - F-E Kinnafick
- School of Health, University of Northampton, Northampton, UK
| | - I M Taylor
- School of Sport, Exercise and Health Sciences, Loughborough University, Loughborough, UK
| | - J L Duda
- School of Sport, Exercise, and Rehabilitation Sciences, University of Birmingham, Birmingham, UK
| | - K R Fox
- School of Sport, Exercise, and Rehabilitation Sciences, University of Birmingham, Birmingham, UK
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Dunton GF, Dzubur E, Kawabata K, Yanez B, Bo B, Intille S. Development of a smartphone application to measure physical activity using sensor-assisted self-report. Front Public Health 2014; 2:12. [PMID: 24616888 PMCID: PMC3937780 DOI: 10.3389/fpubh.2014.00012] [Citation(s) in RCA: 49] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2013] [Accepted: 01/27/2014] [Indexed: 11/13/2022] Open
Abstract
Introduction: Despite the known advantages of objective physical activity monitors (e.g., accelerometers), these devices have high rates of non-wear, which leads to missing data. Objective activity monitors are also unable to capture valuable contextual information about behavior. Adolescents recruited into physical activity surveillance and intervention studies will increasingly have smartphones, which are miniature computers with built-in motion sensors. Methods: This paper describes the design and development of a smartphone application (“app”) called Mobile Teen that combines objective and self-report assessment strategies through (1) sensor-informed context-sensitive ecological momentary assessment (CS-EMA) and (2) sensor-assisted end-of-day recall. Results: The Mobile Teen app uses the mobile phone’s built-in motion sensor to automatically detect likely bouts of phone non-wear, sedentary behavior, and physical activity. The app then uses transitions between these inferred states to trigger CS-EMA self-report surveys measuring the type, purpose, and context of activity in real-time. The end of the day recall component of the Mobile Teen app allows users to interactively review and label their own physical activity data each evening using visual cues from automatically detected major activity transitions from the phone’s built-in motion sensors. Major activity transitions are identified by the app, which cues the user to label that “chunk,” or period, of time using activity categories. Conclusion: Sensor-driven CS-EMA and end-of-day recall smartphone apps can be used to augment physical activity data collected by objective activity monitors, filling in gaps during non-wear bouts and providing additional real-time data on environmental, social, and emotional correlates of behavior. Smartphone apps such as these have potential for affordable deployment in large-scale epidemiological and intervention studies.
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Affiliation(s)
- Genevieve Fridlund Dunton
- Department of Preventive Medicine, University of Southern California , Los Angeles, CA , USA ; Department of Psychology, University of Southern California , Los Angeles, CA , USA
| | - Eldin Dzubur
- Department of Preventive Medicine, University of Southern California , Los Angeles, CA , USA
| | - Keito Kawabata
- Department of Preventive Medicine, University of Southern California , Los Angeles, CA , USA
| | - Brenda Yanez
- Department of Preventive Medicine, University of Southern California , Los Angeles, CA , USA
| | - Bin Bo
- College of Computer and Information Science, Northeastern University , Boston, MA , USA
| | - Stephen Intille
- College of Computer and Information Science, Northeastern University , Boston, MA , USA ; Bouvé College of Health Sciences, Northeastern University , Boston, MA , USA
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Kanning MK, Ebner-Priemer UW, Schlicht WM. How to Investigate Within-Subject Associations between Physical Activity and Momentary Affective States in Everyday Life: A Position Statement Based on a Literature Overview. Front Psychol 2013; 4:187. [PMID: 23641221 PMCID: PMC3638123 DOI: 10.3389/fpsyg.2013.00187] [Citation(s) in RCA: 71] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2012] [Accepted: 03/28/2013] [Indexed: 11/13/2022] Open
Abstract
Several meta-analyses have investigated the association between physical activity and affective states and have found evidence suggesting that exercise exerts a positive effect on affective state. However, in this field of research, most studies have conducted between-subject analyses. Nonetheless, there is more and more interest in the within-subject associations between physical activity and momentary affective states in everyday life. This position statement pertains to this up-and-coming field of research and provides methodological recommendations for further studies. The paper is divided into three parts: first, we summarize and evaluate three methodological requirements necessary for the proper evaluation of within-subject associations between physical activity and momentary affective states in everyday life. We propose that the following issues should be considered: (a) to address the dynamic nature of such relationships, repeated assessments are necessary; (b) as activities performed in everyday life are mostly spontaneous and unconscious, an objective assessment of physical activity is useful; (c) given that recall of affective states is often affected by systematic distortions, real-time assessment is preferable. In sum, we suggest the use of ambulatory assessment techniques, and more specifically the combination of accelerometer-assessment of physical activity with an electronic diary assessment of the momentary affective state and additional context information. Second, we summarize 22 empirical studies published between 1980 and 2012 using ambulatory assessment to investigate within-subject associations between momentary affective states and physical activity in everyday life. Generally, the literature overview detects a positive association, which appears stronger among those studies that were of high methodological quality. Third, we propose the use of ambulatory assessment intervention (AAIs) strategies to change people’s behavior and to enable people to be active as often as possible during the day (e.g., reducing sitting time, taking more steps per day).
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Affiliation(s)
- Martina K Kanning
- Division I Sport and Health Science, Department of Sport and Exercise Science, University of Stuttgart Stuttgart, Germany
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Guérin E, Fortier MS, Sweet SN. An Experience Sampling Study of Physical Activity and Positive Affect: Investigating the Role of Situational Motivation and Perceived Intensity Across Time. Health Psychol Res 2013; 1:e21. [PMID: 26973906 PMCID: PMC4768580 DOI: 10.4081/hpr.2013.e21] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2012] [Revised: 12/20/2012] [Accepted: 12/20/2012] [Indexed: 12/28/2022] Open
Abstract
The nature of the association between physical activity and positive affect is complex, prompting experts to recommend continued examination of moderating variables. The main purpose of this 2-week field study was to examine the influence of situational motivational regulations from self-determination theory (SDT) on changes in positive affect from pre- to post- to 3-hours post-physical activity. Another purpose was to clarify the relationship between physical activity intensity [i.e., Ratings of Perceived Exertion (RPE)] and positive affect at the stated time points. This study employed an experience sampling design using electronic questionnaires. Sixty-six healthy and active, multiple-role women provided recurrent assessments of their physical activity, situational motivation, and positive affect in their everyday lives over a 14-day period. Specifically, measures were obtained at the three time points of interest (i.e., pre-, post-, 3-hours post-physical activity). The data were analyzed using multilevel modeling. Results showed that intrinsic motivation was related to post-physical activity positive affect while the influence of identified regulation appeared 3-hours post-physical activity. In addition, RPE, which was significantly predicted by levels of introjection, was more strongly associated with an increase in positive affect post-physical activity than three hours later. The theoretical implications of these findings vis-à vis SDT, namely in regards to a viable motivational sequence predicting the influence of physical activity on affective states, are discussed. The findings regarding the differential influences of RPE and motivational regulations carries applications for facilitating women's well-being.
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Affiliation(s)
- Eva Guérin
- School of Human Kinetics, University of Ottawa, Ontario, Canada
| | | | - Shane N. Sweet
- School of Kinesiology and Health Studies, Queen’s University, Ontario, Canada
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Bossmann T, Kanning M, Koudela-Hamila S, Hey S, Ebner-Priemer U. The Association between Short Periods of Everyday Life Activities and Affective States: A Replication Study Using Ambulatory Assessment. Front Psychol 2013; 4:102. [PMID: 23596426 PMCID: PMC3625722 DOI: 10.3389/fpsyg.2013.00102] [Citation(s) in RCA: 37] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2012] [Accepted: 02/12/2013] [Indexed: 12/01/2022] Open
Abstract
Regularly conducted exercise programs effectively influence affective states. Studies suggest that this is also true for short bouts of physical activity (PA) of 10 min or less. Accordingly, everyday life activities of short duration might be used to regulate affective states. However, this association has rarely been studied in reference to unstructured activities in ongoing real-life situations. The current study examined the influence of various everyday life activities on three dimensions of mood (valence, calmness, energetic arousal) in a predominantly inactive sample. Ambulatory Assessment (AA) was used to investigate the association between actual PA and affective states during the course of 1 day. Seventy-seven students ages 19–30 participated in the study. PA was assessed with accelerometers, and affective state assessments were conducted hourly using an e-diary with a six-item mood scale that was specially designed for AA. Multilevel analyses indicated that the mood dimensions energetic arousal (p = 0.001) and valence (p = 0.005) were positively influenced by the intensity of the activity carried out in the 10-min prior to the assessment. As their activity increased, the participants’ positive feelings and energetic arousal increased. However, the students’ calmness was not affected by their activity levels. The findings highlight the importance of integrating short activity intervals of 10 min or less into everyday life routines to improve affective states.
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Affiliation(s)
- Thomas Bossmann
- Department of Sport and Exercise Science, University of Stuttgart Stuttgart, Germany
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Grenard JL, Stacy AW, Shiffman S, Baraldi AN, MacKinnon DP, Lockhart G, Kisbu-Sakarya Y, Boyle S, Beleva Y, Koprowski C, Ames SL, Reynolds KD. Sweetened drink and snacking cues in adolescents: a study using ecological momentary assessment. Appetite 2013; 67:61-73. [PMID: 23583312 DOI: 10.1016/j.appet.2013.03.016] [Citation(s) in RCA: 71] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2012] [Revised: 03/14/2013] [Accepted: 03/16/2013] [Indexed: 11/19/2022]
Abstract
The objective of this study was to identify physical, social, and intrapersonal cues that were associated with the consumption of sweetened beverages and sweet and salty snacks among adolescents from lower SES neighborhoods. Students were recruited from high schools with a minimum level of 25% free or reduced cost lunches. Using ecological momentary assessment, participants (N=158) were trained to answer brief questionnaires on handheld PDA devices: (a) each time they ate or drank, (b) when prompted randomly, and (c) once each evening. Data were collected over 7days for each participant. Participants reported their location (e.g., school grounds, home), mood, social environment, activities (e.g., watching TV, texting), cravings, food cues (e.g., saw a snack), and food choices. Results showed that having unhealthy snacks or sweet drinks among adolescents was associated with being at school, being with friends, feeling lonely or bored, craving a drink or snack, and being exposed to food cues. Surprisingly, sweet drink consumption was associated with exercising. Watching TV was associated with consuming sweet snacks but not with salty snacks or sweet drinks. These findings identify important environmental and intrapersonal cues to poor snacking choices that may be applied to interventions designed to disrupt these food-related, cue-behavior linked habits.
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Affiliation(s)
- Jerry L Grenard
- School of Community and Global Health, Claremont Graduate University, 675 West Foothill Blvd. Suite 310, Claremont, CA 91711-3475, USA.
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Murray AL, McKenzie K, Newman E, Brown E. Exercise identity as a risk factor for exercise dependence. Br J Health Psychol 2012; 18:369-82. [DOI: 10.1111/j.2044-8287.2012.02091.x] [Citation(s) in RCA: 60] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2011] [Revised: 06/15/2012] [Indexed: 11/30/2022]
Affiliation(s)
- Aja L. Murray
- Department of Psychology; University of Edinburgh; UK
| | - Karen McKenzie
- School of Health in Social Science; University of Edinburgh; UK
| | - Emily Newman
- School of Health in Social Science; University of Edinburgh; UK
| | - Erin Brown
- Department of Linguistics and English Language; University of Edinburgh; UK
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LePage ML, Price M, O’Neil P, Crowther JH. The effect of exercise absence on affect and body dissatisfaction as moderated by obligatory exercise beliefs and eating disordered beliefs and behaviors. PSYCHOLOGY OF SPORT AND EXERCISE 2012; 13:500-508. [PMID: 22930654 PMCID: PMC3427598 DOI: 10.1016/j.psychsport.2012.02.008] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/01/2023]
Abstract
AIM: Research suggests that exercise absence is frequently associated with greater guilt and negative affect, particularly when obligatory exercise beliefs and eating disordered psychopathology are considered. Two separate studies used ecological momentary assessment (EMA) to examine differences in mood on exercise and non-exercise days and the moderating impact of obligatory exercise beliefs and eating disordered beliefs and behaviors. METHOD: Both studies recruited female university students who endorsed frequent exercise behavior and study two also recruited based on level of eating disordered psychopathology. Participants completed the Obligatory Exercise Questionnaire at baseline and EMA measures of affect and exercise behavior for approximately one week. Study two participants also completed measures of body dissatisfaction and cognitions. RESULTS: Results of study one suggest that obligation to exercise appears to have a greater impact on general level of affect than does exercise absence or the interaction of these two. In addition, in study two, eating disorder symptomatology was significantly associated with affect and cognition while exercise absence and obligatory exercise beliefs were not. CONCLUSIONS: The present studies suggest that the absence of exercise is not associated with significant changes in affect or cognitions. However, obligation to exercise and eating disorder symptomatology do impact affect and cognitions.
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Affiliation(s)
- Marie L. LePage
- Department of Psychology, Kent State University, Kent, OH 44242-0001, USA
| | - Matthew Price
- Department of Psychology, Georgia State University, Atlanta, GA 30303, USA
| | - Patrick O’Neil
- Weight Management Center, Medical University of South Carolina, Charleston, SC 29425, USA
| | - Janis H. Crowther
- Department of Psychology, Kent State University, Kent, OH 44242-0001, USA
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