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Volsa S, Lewetz D, Mlakic V, Bertagnoli C, Hochstöger S, Rechl M, Sertic H, Batinic B, Stieger S. Development of an open-source solution to facilitate the use of one-button wearables in experience sampling designs. Behav Res Methods 2024; 56:5876-5899. [PMID: 38233633 PMCID: PMC11335931 DOI: 10.3758/s13428-023-02322-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/11/2023] [Indexed: 01/19/2024]
Abstract
The experience sampling method (ESM) allows for a high degree of ecological validity compared to laboratory research, at the cost of greater effort for participants. It would therefore benefit from implementations that reduce participant effort. In the present paper, we introduce a screenless wrist-worn one-button wearable as an unobtrusive measurement method that can be employed in ESM designs. We developed an open-source Android application to make this commercially available wearable easily configurable and usable. Over the course of six pilot studies, we explored the technical viability (e.g., battery life, reliability of inputs) of this wearable. We compared data quality between wearables and smartphones in a within-subjects design, exploring both the input options of using the number of button presses as a Likert scale, as well as using the angle of the device as a Physical Analogue Scale. Assessments of Extraversion made with either of these methods were highly correlated to comparable assessments made with comparable methods on a smartphone (i.e., Likert scale or a Visual Analogue Scale, respectively). Furthermore, in a preregistered ESM field experiment (N = 134, 4 weeks), we compared compliance to real-life event triggers between wearable devices and smartphones. We found higher numbers of logged events in the wearable group, indicating better adherence to the event-contingent scheduling. Overall, despite the device's minimal capabilities and resulting limitations, one-button wearables can be beneficial for use in ESM designs.
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Affiliation(s)
- Selina Volsa
- Department of Psychology and Psychodynamics, Karl Landsteiner University of Health Sciences, Dr.-Karl-Dorrek-Straße 30, 3500, Krems an der Donau, Austria.
| | - David Lewetz
- Department of Psychology and Psychodynamics, Karl Landsteiner University of Health Sciences, Dr.-Karl-Dorrek-Straße 30, 3500, Krems an der Donau, Austria
| | - Vinka Mlakic
- Department of Psychology and Psychodynamics, Karl Landsteiner University of Health Sciences, Dr.-Karl-Dorrek-Straße 30, 3500, Krems an der Donau, Austria
| | - Chiara Bertagnoli
- Department of Psychology and Psychodynamics, Karl Landsteiner University of Health Sciences, Dr.-Karl-Dorrek-Straße 30, 3500, Krems an der Donau, Austria
| | - Samantha Hochstöger
- Department of Psychology and Psychodynamics, Karl Landsteiner University of Health Sciences, Dr.-Karl-Dorrek-Straße 30, 3500, Krems an der Donau, Austria
| | - Martina Rechl
- Department of Psychology and Psychodynamics, Karl Landsteiner University of Health Sciences, Dr.-Karl-Dorrek-Straße 30, 3500, Krems an der Donau, Austria
| | - Hannah Sertic
- Department of Psychology and Psychodynamics, Karl Landsteiner University of Health Sciences, Dr.-Karl-Dorrek-Straße 30, 3500, Krems an der Donau, Austria
| | - Bernad Batinic
- Department of Work, Organizational and Media Psychology, Johannes Kepler University Linz, Altenbergstraße 69, 4040, Linz, Austria
| | - Stefan Stieger
- Department of Psychology and Psychodynamics, Karl Landsteiner University of Health Sciences, Dr.-Karl-Dorrek-Straße 30, 3500, Krems an der Donau, Austria
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Buchner L, Moore SR, Finkenzeller T, Amesberger G, Rieser H, Würth S. Influence of running on incidental and integral vitality and fatigue: An intensive longitudinal intervention in young Women's daily life. Appl Psychol Health Well Being 2024. [PMID: 38689528 DOI: 10.1111/aphw.12547] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2023] [Accepted: 04/05/2024] [Indexed: 05/02/2024]
Abstract
Exercise intensity and perceived autonomy are important factors for the affective response toward exercise and adherence. Dual-mode theory suggests an inverted-J response curve of affect with increased exercise intensity, but little is known about how different running programs affect the affective response and subsequent incidental affect in daily life. This ambulatory assessment study examines the short- to long-term effects of two 8-week running interventions (affect-based vs. polarized-prescribed) on subjective vitality and perceived fatigue in young female novices. Participants engaged in 3 × 30 minute running sessions weekly in their natural environments and completed electronic diaries three times daily. Autoregressive multilevel models indicate small effects of training intensity on immediate affective subjective vitality (ß = -2.37; p = .03; f2 = 0.02) but negligible non-significant effects on fatigue (ß = 0.26; p = 0.12; f2 = 0.002). Novices experienced increased vitality throughout the day when their running was evaluated positively (ß = 0.23; p = .03; f2 = 0.04), with effects lasting over two days before returning to baseline (ß = -0.26; p < .001; f2 = 0.004). However, no significant long-term effects were observed over 8 weeks in vitality or fatigue. Results indicate between- and within-person variations, but limited sample power does not allow differentiating between programs. This study supports the dual-mode theory and highlights the importance of distinguishing affective response from incidental affect.
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Affiliation(s)
- Laura Buchner
- Department of Sport Science and Kinesiology, University of Salzburg, Department for Sport and Exercise Science, Schloßallee 49, A-5400 Hallein-Rif, Salzburg, Austria
| | - Stephanie R Moore
- Department of Sport Science and Kinesiology, University of Salzburg, Department for Sport and Exercise Science, Schloßallee 49, A-5400 Hallein-Rif, Salzburg, Austria
| | - Thomas Finkenzeller
- Department of Sport Science and Kinesiology, University of Salzburg, Department for Sport and Exercise Science, Schloßallee 49, A-5400 Hallein-Rif, Salzburg, Austria
| | - Günter Amesberger
- Department of Sport Science and Kinesiology, University of Salzburg, Department for Sport and Exercise Science, Schloßallee 49, A-5400 Hallein-Rif, Salzburg, Austria
| | - Harald Rieser
- Salzburg Research Forschungsgesellschaft m.b.H., Jakob Haringer Straße 5/3, Salzburg, 5020, Austria
| | - Sabine Würth
- Department of Sport Science and Kinesiology, University of Salzburg, Department for Sport and Exercise Science, Schloßallee 49, A-5400 Hallein-Rif, Salzburg, Austria
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Chaku N, Yan R, Kelly DP, Zhang Z, Lopez-Duran N, Weigard AS, Beltz AM. 100 days of Adolescence: Elucidating Externalizing Behaviors Through the Daily Assessment of Inhibitory Control. Res Child Adolesc Psychopathol 2024; 52:93-110. [PMID: 37405589 PMCID: PMC10787911 DOI: 10.1007/s10802-023-01071-y] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/28/2023] [Indexed: 07/06/2023]
Abstract
Inhibitory control is a transdiagnostic risk factor for externalizing behaviors, particularly during adolescence. Despite advances in understanding links between inhibitory control and externalizing behaviors across youth on average, significant questions remain about how these links play out in the day-to-day lives of individual adolescents. The goals of the current study were to: (1) validate a novel 100-occasion measure of inhibitory control; (2) assess links between day-to-day fluctuations in inhibitory control and individual differences in externalizing behaviors; and (3) illustrate the potential of intensive longitudinal studies for person-specific analyses of adolescent externalizing behaviors. Participants were 106 youth (57.5% female, Mage = 13.34 years; SDage = 1.92) who completed a virtual baseline session followed by 100 daily surveys, including an adapted Stroop Color Word task designed to assess inhibitory control. Results suggested that the novel task was generally reliable and valid, and that inhibitory control fluctuated across days in ways that were meaningfully associated with individual differences in baseline impulsive behaviors. Results of illustrative personalized analyses suggested that inhibitory control had more influence in the daily networks of adolescents who used substances during the 100 days than in a matched set of adolescents who did not. This work marks a path forward in intensive longitudinal research by validating a novel inhibitory control measure, revealing that daily fluctuations in inhibitory control may be a unique construct broadly relevant to adolescent externalizing problems, and at the same time, highlighting that links between daily inhibitory control and impulsive behaviors are adolescent-specific.
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Affiliation(s)
- Natasha Chaku
- Department of Psychology, University of Michigan, Ann Arbor, MI, USA
| | - Ran Yan
- Department of Psychology, University of Michigan, Ann Arbor, MI, USA
| | - Dominic P Kelly
- Department of Psychology, University of Michigan, Ann Arbor, MI, USA
| | - Zhuoran Zhang
- Department of Psychology, University of Michigan, Ann Arbor, MI, USA
| | | | | | - Adriene M Beltz
- Department of Psychology, University of Michigan, Ann Arbor, MI, USA.
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Kalan RE, Smith A, Mason TB, Smith KE. Independent associations of food addiction and binge eating measures with real-time eating behaviors and contextual factors: An exploratory ecological momentary assessment study. Appetite 2024; 192:107127. [PMID: 37980955 PMCID: PMC10843748 DOI: 10.1016/j.appet.2023.107127] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2023] [Revised: 10/26/2023] [Accepted: 11/14/2023] [Indexed: 11/21/2023]
Abstract
Food addiction (FA) is a concept centered around the addictive potential of highly palatable processed foods, though there is debate over the discriminative validity of FA as a distinct construct from binge-eating symptomatology. This study explored how trait measures of FA and binge-eating symptoms independently and interactively predicted eating behaviors and posited correlates of FA and binge eating measured via ecological momentary assessment (EMA). Adult participants (N = 49) who met the criteria for FA and/or binge-eating disorder completed baseline measures of FA (Yale Food Addiction Scale [YFAS 2.0]) and binge-eating symptoms (Eating Pathology Symptom Inventory [EPSI] binge eating scale) followed by a 10-day EMA protocol. Generalized linear mixed models examined the independent effects of YFAS 2.0, EPSI, and their interaction predicting EMA outcomes. Higher YFAS 2.0 symptom count scores were uniquely related to greater EMA-measured overeating, loss of control eating, negative and positive affect, and impulsivity when controlling for EPSI scores. Conversely, higher EPSI scores were uniquely related to greater EMA-measured eagerness and urge to eat, and expectancies that eating would improve mood. No interaction effects were significant. These results highlight potential distinctions between phenomena captured by FA and other measures of binge eating, in that FA symptoms may be a marker of heightened binge-eating severity, emotional arousal, and impulsivity.
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Affiliation(s)
- Rachel E Kalan
- Department of Psychiatry and Behavioral Sciences, University of Southern California, Los Angeles, CA, USA; Department of Psychology, University of Michigan, Ann Arbor, MI, USA
| | - Alexandro Smith
- Department of Psychiatry and Behavioral Sciences, University of Southern California, Los Angeles, CA, USA
| | - Tyler B Mason
- Department of Population and Public Health Sciences, University of Southern California, Los Angeles, CA, USA
| | - Kathryn E Smith
- Department of Psychiatry and Behavioral Sciences, University of Southern California, Los Angeles, CA, USA.
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Eichengreen A, van Rooijen M, van Klaveren LM, Nasri M, Tsou YT, Koutamanis A, Baratchi M, Rieffe C. The impact of loose-parts-play on schoolyard social participation of children with and without disabilities: A case study. Child Care Health Dev 2024; 50:e13144. [PMID: 37322578 DOI: 10.1111/cch.13144] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/08/2022] [Revised: 04/14/2023] [Accepted: 05/30/2023] [Indexed: 06/17/2023]
Abstract
BACKGROUND Outdoor social participation in the school playground is crucial for children's socio-emotional and cognitive development. Yet, many children with disabilities in mainstream educational settings are not socially included within their peer group. We examined whether loose-parts-play (LPP), a common and cost-effective intervention that changes the playground play environment to enhance child-led free play, can promote social participation for children with and without disabilities. METHOD Forty-two primary school children, out of whom three had hearing loss or autism, were assessed for two baseline and four intervention sessions. We applied a mixed-method design, combining advanced sensors methodology, observations, peer nominations, self-reports, qualitative field notes and an interview with the playground teachers. RESULTS Findings indicated for all children a decrease during the intervention in social interactions and social play and no change in network centrality. Children without disabilities displayed also an increase in solitude play and in the diversity of interacting partners. Enjoyment of LPP was high for all children, yet children with disabilities did not benefit socially from the intervention and became even more isolated compared with baseline level. CONCLUSIONS Social participation in the schoolyard of children with and without disabilities did not improve during LPP in a mainstream setting. Findings emphasize the need to consider the social needs of children with disabilities when designing playground interventions and to re-think about LPP philosophy and practices to adapt them to inclusive settings and goals.
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Affiliation(s)
- Adva Eichengreen
- Department of Developmental and Educational Psychology, Institute of Psychology, Leiden University, Leiden, The Netherlands
| | - Martin van Rooijen
- Department of Education, University of Humanistic Studies, Utrecht, The Netherlands
| | | | - Maedeh Nasri
- Department of Developmental and Educational Psychology, Institute of Psychology, Leiden University, Leiden, The Netherlands
| | - Yung-Ting Tsou
- Department of Developmental and Educational Psychology, Institute of Psychology, Leiden University, Leiden, The Netherlands
| | - Alexander Koutamanis
- Department of Management in the Built Environment, Delft University of Technology, Delft, The Netherlands
| | - Mitra Baratchi
- Leiden Institute of Advanced Computer Science, Leiden University, Leiden, The Netherlands
| | - Carolien Rieffe
- Department of Developmental and Educational Psychology, Institute of Psychology, Leiden University, Leiden, The Netherlands
- Department of Human Media Interaction, Faculty of Electrical Engineering, Mathematics and Computer Science, University of Twente, Enschede, The Netherlands
- Department of Psychology and Human Development, Institute of Education, University College London, London, UK
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6
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Hester J, Le H, Intille S, Meier E. A feasibility study on the use of audio-based ecological momentary assessment with persons with aphasia. ASSETS. ANNUAL ACM CONFERENCE ON ASSISTIVE TECHNOLOGIES 2023; 2023:55. [PMID: 38549687 PMCID: PMC10969676 DOI: 10.1145/3597638.3608419] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/01/2024]
Abstract
We describe a smartphone/smartwatch system to evaluate anomia in individuals with aphasia by using audio-recording-based ecological momentary assessments. The system delivers object-naming assessments to a participant's smartwatch, whereby a prompt signals the availability of images of these objects on the watch screen. Participants attempt to speak the names of the images that appear on the watch display out loud and into the watch as they go about their lives. We conducted a three-week feasibility study with six participants with mild to moderate aphasia. Participants were assigned to either a nine-item (four prompts per day with nine images) or single-item (36 prompts per day with one image each) ecological momentary assessment protocol. Compliance in recording an audio response to a prompt was approximately 80% for both protocols. Qualitative analysis of the participants' interviews suggests that the participants felt capable of completing the protocol, but opinions about using a smartwatch were mixed. We review participant feedback and highlight the importance of considering a population's specific cognitive or motor impairments when designing technology and training protocols.
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Affiliation(s)
- Jack Hester
- Khoury College of Computer Sciences and Bouvé College of Health Sciences, Northeastern University
| | - Ha Le
- Khoury College of Computer Sciences, Northeastern University
| | - Stephen Intille
- Khoury College of Computer Sciences and Bouvé College of Health Sciences, Northeastern University
| | - Erin Meier
- Bouvé College of Health Sciences, Northeastern University
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Stults-Kolehmainen MA, Dunton G, Boullosa D, Ash GI, Filgueiras A. Editorial: Motivation states and hedonic motivation for physical activity, exercise, and sport vs. sedentary behaviors. Front Sports Act Living 2023; 5:1282118. [PMID: 37780120 PMCID: PMC10535003 DOI: 10.3389/fspor.2023.1282118] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2023] [Accepted: 09/04/2023] [Indexed: 10/03/2023] Open
Affiliation(s)
- Matthew A. Stults-Kolehmainen
- Division of Digestive Health, Yale New Haven Hospital, New Haven, CT, United States
- Department of Biobehavioral Sciences, Teachers College, Columbia University, New York, NY, United States
| | - Genevieve Dunton
- Department of Population and Public Health Sciences, Keck School of Medicine, University of Southern California, Los Angeles, CA, United States
- Department of Psychology, University of Southern California, Los Angeles, CA, United States
| | - Daniel Boullosa
- Faculty of Physical Activity and Sports Sciences, Universidad de León, León, Spain
- College of Healthcare Sciences, James Cook University, Townsville, QL, Australia
- Graduate Program in Movement Sciences, Integrated Institute of Health, Federal University of Mato Grosso do Sul, Campo Grande, Brazil
| | - Garrett I. Ash
- Section of General Internal Medicine, Yale School of Medicine, New Haven, CT, United States
- Center for Pain, Research, Informatics, Medical Comorbidities and Education Center (PRIME), VA Connecticut Healthcare System, West Haven, CT, United States
| | - Alberto Filgueiras
- School of Natural, Social and Sport Sciences, University of Gloucestershire, Cheltenham, United Kingdom
- Department of Cognition and Human Development, Rio de Janeiro State University, Rio de Janeiro, Brazil
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Filgueiras A, Stults-Kolehmainen MA, Boullosa D, Sinha R, Bartholomew JB, McKee P, Gilson TA, Keegan R, Viana A, Bueno FA, Medeiros AR, Militão-de-Leutério SF, Ash GI. The CRAVE and ARGE scales for motivation states for physical activity and sedentarism: Brazilian Portuguese translation and single-item versions. Front Psychol 2023; 14:1106571. [PMID: 37705947 PMCID: PMC10495583 DOI: 10.3389/fpsyg.2023.1106571] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2022] [Accepted: 08/03/2023] [Indexed: 09/15/2023] Open
Abstract
Motivation states for physical activity and sedentarism potentially vary from moment to moment. The CRAVE scale (Cravings for Rest and Volitional Energy Expenditure) was developed to assess transient wants and desires to move. Three studies were conducted with the aims of: (1) translating and validating the scale in Brazilian Portuguese, (2) examining changes with exercise, and (3) determining the best single-item for Move and Rest subscales for English and Portuguese. In Study 1, six bilingual speakers translated the scale into Brazilian Portuguese [named Anseios por Repouso e Gastos com Energia (ARGE)]. The ARGE had good content validity coefficients across three dimensions (0.89-0.91), as determined by three independent, bilingual referees. 1,168 participants (mean age = 30.6, SD = 12.2) from across Brazil completed an online version of the ARGE. An Exploratory Factor Analysis found two clear, oblique, and inversely related factors (Move and Rest; GFI = 1.00, RMSR = 0.03). Reliability was good (Cronbach α's: 0.93 and 0.92). Two models of the scale (10 vs. 13 items) were compared with Confirmatory Factor Analysis. The previously validated version using 10 scored items (GFI = 1.00, RMSEA = 0.07, RMSR = 0.02) outperformed the version scored with 13 items. State anxiety and exercise behavior had small associations with Move and Rest (-0.20 to 0.26). In Study 2, ARGE Move scores had high correspondence post-session (ICC = 0.83) for 9 women performing short Sprint Interval Training (sSIT; 6 sessions). Large, but non-significant, effects were detected for changes in motivation states with sSIT. In Study 3, IRT analyses found that for the United States sample, "be physically active" and "be still" were the most representative items for Move and Rest, respectively, while for the Brazil sample they were "exert my muscles" and "be a couch potato." Overall, it was found that: (A) the ARGE scale demonstrated good psychometric properties, (B) the original scoring (with 10 items) resulted in the best model, (C) it had small associations with exercise behavior, and (D) the subscales were reduced to single items that varied by country, indicating potential cultural differences in the concept of motivation states for physical activity.
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Affiliation(s)
- Alberto Filgueiras
- Department of Cognition and Human Development, Rio de Janeiro State University, Rio de Janeiro, Brazil
- School of Natural, Social and Sport Sciences, University of Gloucestershire, Cheltenham, United Kingdom
| | - Matthew A. Stults-Kolehmainen
- Center for Weight Management, Yale New Haven Hospital, North Haven, CT, United States
- Department of Biobehavioral Sciences, Teachers College—Columbia University, New York, NY, United States
| | - Daniel Boullosa
- Faculty of Physical Activity and Sports Sciences, Universidad de León, León, Spain
- College of Healthcare Sciences, James Cook University, Townsville, QLD, Australia
| | - Rajita Sinha
- Yale Stress Center, Yale School of Medicine, New Haven, CT, United States
| | - John B. Bartholomew
- Department of Kinesiology and Health Education, The University of Texas at Austin, Austin, TX, United States
| | - Paul McKee
- Center for Cognitive Neuroscience, Duke University, Durham, NC, United States
| | - Todd A. Gilson
- Department of Kinesiology and Physical Education, Northern Illinois University, DeKalb, IL, United States
| | - Richard Keegan
- Faculty of Health, University of Canberra, Canberra, ACT, Australia
| | - Artur Viana
- Section of Digestive Diseases, Yale University School of Medicine, New Haven, CT, United States
| | - Fabio Amador Bueno
- Connecticut Community Colleges Nursing Program, Gateway Community College, New Haven, CT, United States
| | - André Ricarte Medeiros
- Middle School Center (CEF) 504, Federal District Secretary of Education (SEEDF), Brasilia, Brazil
| | | | - Garrett I. Ash
- Section of General Internal Medicine, Yale School of Medicine, New Haven, CT, United States
- Center for Pain, Research, Informatics, Medical Comorbidities and Education Center (PRIME), VA Connecticut Healthcare System, West Haven, CT, United States
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Crosley-Lyons R, Do B, Hewus M, Dunton GF. An ecological momentary assessment study of affectively-charged motivational states and physical activity. PSYCHOLOGY OF SPORT AND EXERCISE 2023; 67:102423. [PMID: 37665876 DOI: 10.1016/j.psychsport.2023.102423] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/18/2022] [Revised: 02/08/2023] [Accepted: 03/13/2023] [Indexed: 09/06/2023]
Abstract
The physical activity (PA) intention-behavior gap has prompted researchers to explore other explanatory factors such as affective mechanisms which might better explain PA engagement. Affectively-charged motivations (e.g., desire, dread) are thought to influence the pursuit or avoidance of future behavior. This study examined whether affectively-charged motivations for PA changed across the day and were differentially associated with PA intensity. Participants (N = 60) wore ActiGraph GT3X accelerometers and answered EMA (M = 134.7 prompts/person) about affectively-charged motivations for upcoming PA using a 0-to-100-point scale (dread-excitement) in the morning, pre-activity, at-random, and evening for 14 days. Affectively-charged motivations for PA were lower in the morning and at-random compared to pre-activity (p = .004) and evening (p < .001). On average, individuals who rated morning affectively-charged motivations for PA 10-points higher engaged in 28 additional min/week of moderate-to-vigorous PA (p = .048). These findings suggest that affectively-charged motivations occurring in the morning may have greater salience for PA.
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Affiliation(s)
- Rachel Crosley-Lyons
- University of Southern California, Keck School of Medicine, Department of Population and Public Health Sciences, 1845 N Soto Street, Los Angeles, CA, USA.
| | - Bridgette Do
- University of Southern California, Keck School of Medicine, Department of Population and Public Health Sciences, 1845 N Soto Street, Los Angeles, CA, USA
| | - Micaela Hewus
- University of Southern California, Keck School of Medicine, Department of Population and Public Health Sciences, 1845 N Soto Street, Los Angeles, CA, USA
| | - Genevieve F Dunton
- University of Southern California, Keck School of Medicine, Department of Population and Public Health Sciences, 1845 N Soto Street, Los Angeles, CA, USA; University of Southern California, Department of Psychology, 3620 S McClintock Ave, Los Angeles, CA, USA
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Hartson KR, Huntington-Moskos L, Sears CG, Genova G, Mathis C, Ford W, Rhodes RE. Use of Electronic Ecological Momentary Assessment Methodologies in Physical Activity, Sedentary Behavior, and Sleep Research in Young Adults: Systematic Review. J Med Internet Res 2023; 25:e46783. [PMID: 37384367 PMCID: PMC10365632 DOI: 10.2196/46783] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2023] [Revised: 05/15/2023] [Accepted: 05/23/2023] [Indexed: 06/30/2023] Open
Abstract
BACKGROUND Recent technological advances allow for the repeated sampling of real-time data in natural settings using electronic ecological momentary assessment (eEMA). These advances are particularly meaningful for investigating physical activity, sedentary behavior, and sleep in young adults who are in a critical life stage for the development of healthy lifestyle behaviors. OBJECTIVE This study aims to describe the use of eEMA methodologies in physical activity, sedentary behavior, and sleep research in young adults. METHODS The PubMed, CINAHL, PsycINFO, Embase, and Web of Science electronic databases were searched through August 2022. Inclusion criteria were use of eEMA; sample of young adults aged 18 to 25 years; at least 1 measurement of physical activity, sedentary behavior, or sleep; English language; and a peer-reviewed report of original research. Study reports were excluded if they were abstracts, protocols, or reviews. The risk of bias assessment was conducted using the National Heart, Lung, and Blood Institute's Quality Assessment Tool for Observational Cohort and Cross-Sectional Studies. Screening, data extraction, and risk of bias assessments were conducted by independent authors, with discrepancies resolved by consensus. Descriptive statistics and narrative synthesis were used to identify overarching patterns within the following categories guided by the Checklist for Reporting Ecological Momentary Assessments Studies: study characteristics, outcomes and measures, eEMA procedures, and compliance. RESULTS The search resulted in 1221 citations with a final sample of 37 reports describing 35 unique studies. Most reports (28/37, 76%) were published in the last 5 years (2017-2022), used observational designs (35/37, 95%), consisted of samples of college students or apprentices (28/35, 80%), and were conducted in the United States (22/37, 60%). The sample sizes ranged from 14 to 1584 young adults. Physical activity was measured more frequently (28/37, 76%) than sleep (16/37, 43%) or sedentary behavior (4/37, 11%). Of the 37 studies, 11 (30%) reports included 2 movement behaviors and no reports included 3 movement behaviors. eEMA was frequently used to measure potential correlates of movement behaviors, such as emotional states or feelings (25/37, 68%), cognitive processes (7/37, 19%), and contextual factors (9/37, 24%). There was wide variability in the implementation and reporting of eEMA procedures, measures, missing data, analysis, and compliance. CONCLUSIONS The use of eEMA methodologies in physical activity, sedentary behavior, and sleep research in young adults has greatly increased in recent years; however, reports continue to lack standardized reporting of features unique to the eEMA methodology. Additional areas in need of future research include the use of eEMA with more diverse populations and the incorporation of all 3 movement behaviors within a 24-hour period. The findings are intended to assist investigators in the design, implementation, and reporting of physical activity, sedentary behavior, and sleep research using eEMA in young adults. TRIAL REGISTRATION PROSPERO CRD42021279156; https://www.crd.york.ac.uk/prospero/display_record.php?ID=CRD42021279156.
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Affiliation(s)
- Kimberly R Hartson
- School of Nursing, University of Louisville, Louisville, KY, United States
| | | | - Clara G Sears
- Christina Lee Brown Envirome Institute, University of Louisville, Louisville, KY, United States
| | - Gina Genova
- Kornhauser Health Sciences Library, University of Louisville, Louisville, KY, United States
| | - Cara Mathis
- School of Nursing, University of Louisville, Louisville, KY, United States
| | - Wessly Ford
- School of Nursing, University of Louisville, Louisville, KY, United States
| | - Ryan E Rhodes
- School of Exercise Science, Physical and Health Education, University of Victoria, Victoria, BC, Canada
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Stults-Kolehmainen MA, Gilson TA, SantaBarbara N, McKee PC, Sinha R, Bartholomew JB, Boullosa D, Budnick CJ, Bueno FA, Haughton A, Barker JL, Ash GI. Qualitative and quantitative evidence of motivation states for physical activity, exercise and being sedentary from university student focus groups. Front Sports Act Living 2023; 5:1033619. [PMID: 37025458 PMCID: PMC10071436 DOI: 10.3389/fspor.2023.1033619] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2022] [Accepted: 02/07/2023] [Indexed: 04/08/2023] Open
Abstract
Motivation for physical activity and sedentary behaviors (e.g., desires, urges, wants, cravings) varies from moment to moment. According to the WANT model, these motivation states may be affectively-charged (e.g., felt as tension), particularly after periods of maximal exercise or extended rest. The purpose of this study was to examine postulates of the WANT model utilizing a mixed-methods approach. We hypothesized that: (1) qualitative evidence would emerge from interviews to support this model, and (2) motivation states would quantitatively change over the course of an interview period. Seventeen undergraduate students (mean age = 18.6y, 13 women) engaged in focus groups where 12 structured questions were presented. Participants completed the "right now" version of the CRAVE scale before and after interviews. Qualitative data were analyzed with content analysis. A total of 410 unique lower-order themes were classified and grouped into 43 higher order themes (HOTs). From HOTs, six super higher order themes (SHOTs) were designated: (1) wants and aversions, (2) change and stability, (3) autonomy and automaticity, (4) objectives and impulses, (5) restraining and propelling forces, and (6) stress and boredom. Participants stated that they experienced desires to move and rest, including during the interview, but these states changed rapidly and varied both randomly as well as systematically across periods of minutes to months. Some also described a total absence of desire or even aversion to move and rest. Of note, strong urges and cravings for movement, typically from conditions of deprivation (e.g., sudden withdrawal from exercise training) were associated with physical and mental manifestations, such as fidgeting and feeling restless. Urges were often consummated with behavior (e.g., exercise sessions, naps), which commonly resulted in satiation and subsequent drop in desire. Importantly, stress was frequently described as both an inhibitor and instigator of motivation states. CRAVE-Move increased pre-to-post interviews (p < .01). CRAVE-Rest demonstrated a trend to decline (p = .057). Overall, qualitative and quantitative data largely corroborated postulates of the WANT model, demonstrating that people experience wants and cravings to move and rest, and that these states appear to fluctuate significantly, especially in the context of stress, boredom, satiety, and deprivation.
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Affiliation(s)
- Matthew A. Stults-Kolehmainen
- Digestive Health Multispecialty Clinic, Yale New Haven Hospital, New Haven, CT, United States
- Department of Biobehavioral Sciences, Teachers College – Columbia University, New York, NY, United States
| | - Todd A. Gilson
- Department of Kinesiology and Physical Education, Northern Illinois University, Dekalb, IL, United States
| | - Nicholas SantaBarbara
- Department of Exercise and Rehabilitation Sciences, Merrimack College, North Andover, MA, United States
| | - Paul C. McKee
- Center for Cognitive Neuroscience, Duke University, Durham, NC, United States
| | - Rajita Sinha
- Yale Stress Center, Yale School of Medicine, New Haven, CT, United States
| | - John B. Bartholomew
- Department of Kinesiology and Health Education, The University of Texas at Austin, Austin, TX, United States
| | - Daniel Boullosa
- Faculty of Physical Activity and Sports Sciences, Universidad de León, León, Spain
| | - Christopher J. Budnick
- Department of Psychology, Southern Connecticut State University, New Haven, CT, United States
| | - Fabio Amador Bueno
- Connecticut Community Colleges Nursing Program, Gateway Community College, New Haven, CT, United States
| | - Adrian Haughton
- Center for Medical Informatics, Yale School of Medicine, New Haven, CT, United States
| | - Jessica L. Barker
- Department of Psychiatry and Behavioral Sciences, University of Minnesota, Minneapolis, MN, United States
| | - Garrett I. Ash
- Center for Medical Informatics, Yale School of Medicine, New Haven, CT, United States
- Center for Pain, Research, Informatics, Medical Comorbidities and Education Center (PRIME), VA Connecticut Healthcare System, West Haven, CT, United States
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12
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Stults-Kolehmainen MA, Blacutt M, Bartholomew JB, Boullosa D, Janata P, Koo BB, McKee PC, Casper R, Budnick CJ, Gilson TA, Blakemore RL, Filgueiras A, Williamson SL, SantaBarbara N, Barker JL, Bueno FA, Heldring J, Ash GI. Urges to Move and Other Motivation States for Physical Activity in Clinical and Healthy Populations: A Scoping Review Protocol. Front Psychol 2022; 13:901272. [PMID: 35898999 PMCID: PMC9311496 DOI: 10.3389/fpsyg.2022.901272] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2022] [Accepted: 05/13/2022] [Indexed: 11/28/2022] Open
Abstract
Motivation for bodily movement, physical activity and exercise varies from moment to moment. These motivation states may be “affectively-charged,” ranging from instances of lower tension (e.g., desires, wants) to higher tension (e.g., cravings and urges). Currently, it is not known how often these states have been investigated in clinical populations (e.g., eating disorders, exercise dependence/addiction, Restless Legs Syndrome, diabetes, obesity) vs. healthy populations (e.g., in studies of motor control; groove in music psychology). The objective of this scoping review protocol is to quantify the literature on motivation states, to determine what topical areas are represented in investigations of clinical and healthy populations, and to discover pertinent details, such as instrumentation, terminology, theories, and conceptual models, correlates and mechanisms of action. Iterative searches of scholarly databases will take place to determine which combination of search terms (e.g., “motivation states” and “physical activity”; “desire to be physically active,” etc.) captures the greatest number of relevant results. Studies will be included if motivation states for movement (e.g., desires, urges) are specifically measured or addressed. Studies will be excluded if referring to motivation as a trait. A charting data form was developed to scan all relevant documents for later data extraction. The primary outcome is simply the extent of the literature on the topic. Results will be stratified by population/condition. This scoping review will unify a diverse literature, which may result in the creation of unique models or paradigms that can be utilized to better understand motivation for bodily movement and exercise.
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Affiliation(s)
- Matthew A. Stults-Kolehmainen
- Digestive Health Multispecialty Clinic, Yale – New Haven Hospital, New Haven, CT, United States
- Department of Biobehavioral Sciences, Teachers College, Columbia University, New York, NY, United States
- *Correspondence: Matthew A. Stults-Kolehmainen
| | - Miguel Blacutt
- Department of Biobehavioral Sciences, Teachers College, Columbia University, New York, NY, United States
| | - John B. Bartholomew
- Department of Kinesiology and Health Education, The University of Texas at Austin, Austin, TX, United States
| | - Daniel Boullosa
- Integrated Institute of Health, Federal University of Mato Grosso do Sul, Campo Grande, Brazil
| | - Petr Janata
- Department of Psychology, University of California, Davis, Davis, CA, United States
- Center for Mind and Brain, Department of Psychology, University of California, Davis, Davis, CA, United States
| | - Brian B. Koo
- Sleep Medicine Laboratory, VA Connecticut Healthcare System, West Haven, CT, United States
- Yale Center for Restless Legs Syndrome, Yale School of Medicine, New Haven, CT, United States
| | - Paul C. McKee
- Department of Psychology and Neuroscience, Duke University, Durham, NC, United States
- Center for Cognitive Neuroscience, Duke University, Durham, NC, United States
| | - Regina Casper
- Department of Psychiatry and Behavioral Sciences, Stanford University Medical School, Stanford, CA, United States
| | - Christopher J. Budnick
- Department of Psychology, Southern Connecticut State University, New Haven, CT, United States
| | - Todd A. Gilson
- Department of Kinesiology and Physical Education, Northern Illinois University, DeKalb, IL, United States
| | - Rebekah L. Blakemore
- School of Physical Education, Sport and Exercise Sciences, University of Otago, Dunedin, New Zealand
- Brain Health Research Centre, University of Otago, Dunedin, New Zealand
| | - Alberto Filgueiras
- Department of Cognition and Human Development, Rio de Janeiro State University, Rio de Janeiro, Brazil
| | - Susannah L. Williamson
- Department of Health and Kinesiology, Texas A&M University, College Station, TX, United States
| | - Nicholas SantaBarbara
- Department of Exercise and Rehabilitation Sciences, Merrimack College, North Andover, MA, United States
| | - Jessica L. Barker
- Department of Psychiatry and Behavioral Sciences, University of Minnesota, Minneapolis, MN, United States
| | - Fabio Amador Bueno
- Connecticut Community College Nursing Program, Gateway Community College, New Haven, CT, United States
| | - Jennifer Heldring
- Department of Experimental Radiation Oncology, The University of Texas M. D. Anderson Cancer Center, Houston, TX, United States
| | - Garrett I. Ash
- Center for Pain, Research, Informatics, Medical Comorbidities and Education Center (PRIME), VA Connecticut Healthcare System, West Haven, CT, United States
- Center for Medical Informatics, Yale School of Medicine, New Haven, CT, United States
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13
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The association of stress and physical activity: Mind the ecological fallacy. GERMAN JOURNAL OF EXERCISE AND SPORT RESEARCH 2022. [DOI: 10.1007/s12662-022-00823-0] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
AbstractPsychological stress and physical activity are interrelated, constituting a relevant association to human health, especially in children. However, the association’s nature remains elusive, i.e., why psychological stress predicts both decreased and increased physical activity. To test whether effects vary as a function of the level of analyses, we derived intensive longitudinal data via accelerometers and stress questionnaires from 74 children across 7 days as they went about their daily routines (n = 513 assessments). Multilevel modelling analyses revealed that between children, higher psychological stress predicted decreased physical activity (standardized beta coefficient = −0.14; p = 0.046). Concurrently, within those children, higher psychological stress predicted increased physical activity across days (standardized beta coefficient = 0.09; p = 0.015). Translated to practice, children who experienced more stress than others moved less, but children were more active on days when they experienced heightened stress. This suggests that the analyses level is crucial to the understanding of the association between psychological stress and physical activity and should be considered to receive unequivocal results. If replicated, e.g., including high-frequency sampling and experimental manipulation in everyday life for in-depth insights on underlying mechanisms and causality, our findings may be translated to individually tailored (digital) prevention and intervention strategies which target children’s distress-feelings despite impairing their heightened physical activity in stressful situations and identify tipping points of chronic stress phases. Therefore, we especially call for more intensive longitudinal data approaches to tackle thus far neglected within-subject issues in the field of physical activity, sport and exercise research.
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Volsa S, Batinic B, Stieger S. Self-Reports in the Field Using Smartwatches: An Open-Source Firmware Solution. SENSORS 2022; 22:s22051980. [PMID: 35271125 PMCID: PMC8915061 DOI: 10.3390/s22051980] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 12/23/2021] [Revised: 02/18/2022] [Accepted: 03/01/2022] [Indexed: 01/25/2023]
Abstract
In situ self-reports are a useful tool in the social sciences to supplement laboratory experiments. Smartwatches are a promising form factor to realize these methods. However, to date, no user-friendly, general-purpose solution has been available. This article therefore presents a newly developed, free and open-source firmware that facilitates the Experience Sampling Method and other self-report methods on a commercially-available, programmable smartwatch based on the ESP32 microcontroller. In a small-scale pilot study comparing this smartwatch and firmware to an equivalent design on smartphones, participants using the smartwatch showed increased compliance. The presented project demonstrates a useful tool for complementary tools like smartphones for self-reports.
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Affiliation(s)
- Selina Volsa
- Department of Psychology and Psychodynamics, Karl Landsteiner University of Health Sciences, 3500 Krems an der Donau, Austria;
- Correspondence:
| | - Bernad Batinic
- Department of Work, Organizational and Media Psychology, Johannes Kepler University, 4040 Linz, Austria;
| | - Stefan Stieger
- Department of Psychology and Psychodynamics, Karl Landsteiner University of Health Sciences, 3500 Krems an der Donau, Austria;
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15
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Wang S, Intille S, Ponnada A, Do B, Rothman A, Dunton G. Investigating Microtemporal Processes Underlying Health Behavior Adoption and Maintenance: Protocol for an Intensive Longitudinal Observational Study (Preprint). JMIR Res Protoc 2022; 11:e36666. [PMID: 35834296 PMCID: PMC9335174 DOI: 10.2196/36666] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2022] [Revised: 06/07/2022] [Accepted: 06/08/2022] [Indexed: 11/13/2022] Open
Abstract
Background Objective Methods Results Conclusions International Registered Report Identifier (IRRID)
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Affiliation(s)
- Shirlene Wang
- Department of Population and Public Health Sciences, Keck School of Medicine, University of Southern California, Los Angeles, CA, United States
| | - Stephen Intille
- Khoury College of Computer Sciences, Northeastern University, Boston, MA, United States
- Bouvé College of Health Sciences, Northeastern University, Boston, MA, United States
| | - Aditya Ponnada
- Khoury College of Computer Sciences, Northeastern University, Boston, MA, United States
- Bouvé College of Health Sciences, Northeastern University, Boston, MA, United States
| | - Bridgette Do
- Department of Population and Public Health Sciences, Keck School of Medicine, University of Southern California, Los Angeles, CA, United States
| | - Alexander Rothman
- Department of Psychology, University of Minnesota, Minneapolis, MN, United States
| | - Genevieve Dunton
- Department of Population and Public Health Sciences, Keck School of Medicine, University of Southern California, Los Angeles, CA, United States
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