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Walzberg J, Cooperman A, Watts L, Eberle AL, Carpenter A, Heath GA. Regional representation of wind stakeholders' end-of-life behaviors and their impact on wind blade circularity. iScience 2022; 25:104734. [PMID: 35874102 PMCID: PMC9304601 DOI: 10.1016/j.isci.2022.104734] [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: 11/24/2021] [Revised: 06/22/2022] [Accepted: 07/02/2022] [Indexed: 11/02/2022] Open
Abstract
The growing number of end-of-life (EOL) wind blades could further strain US landfills or be a valuable composite materials source, depending on stakeholders' behaviors. Technical solutions based on circular economy (CE) principles have been proposed but are not guaranteed to solve the issue of EOL management. Transitioning to CE implies changing how business models, supply chains, and behaviors deal with products and waste. A spatially resolved agent-based modeling combined with a machine-learning metamodel shows that including behavioral factors is crucial to designing effective policies. Logistical barriers and transportation costs significantly affect the results: lowering blade shredding costs by a third before transportation makes EOL blades a source of valuable materials, decreasing the 2050 cumulative landfill rate below 50%. In another scenario, parameter settings simulating policy interventions aiming at boosting early adoption incites new social norms favorable to recycling, lowering the cumulative landfill rate below 10%.
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Affiliation(s)
- Julien Walzberg
- National Renewable Energy Laboratory, 15013 Denver West Parkway, Golden, CO 80401, USA
| | - Aubryn Cooperman
- National Renewable Energy Laboratory, 15013 Denver West Parkway, Golden, CO 80401, USA
| | - Liam Watts
- National Renewable Energy Laboratory, 15013 Denver West Parkway, Golden, CO 80401, USA
| | - Annika L Eberle
- National Renewable Energy Laboratory, 15013 Denver West Parkway, Golden, CO 80401, USA
| | - Alberta Carpenter
- National Renewable Energy Laboratory, 15013 Denver West Parkway, Golden, CO 80401, USA
| | - Garvin A Heath
- National Renewable Energy Laboratory, 15013 Denver West Parkway, Golden, CO 80401, USA.,Joint Institute for Strategic Energy Analysis, 15013 Denver West Parkway Golden, CO 80401, USA
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Zhang C, Lakens D, IJsselsteijn WA. Theory Integration for Lifestyle Behavior Change in the Digital Age: An Adaptive Decision-Making Framework. J Med Internet Res 2021; 23:e17127. [PMID: 33835036 PMCID: PMC8065564 DOI: 10.2196/17127] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2019] [Revised: 09/26/2020] [Accepted: 02/17/2021] [Indexed: 01/19/2023] Open
Abstract
Despite the growing popularity of digital health interventions, limitations of traditional behavior change theories and a lack of theory integration hinder theory-driven behavior change applications. In this paper, we aim to review theories relevant to lifestyle behavior change from the broader psychology literature and then integrate these theories into a new theoretical framework called adaptive decision-making to address two specific problems. First, our framework represents lifestyle behaviors at two levels-one of individual daily decisions (action level) and one of larger behavioral episodes (reflection level)-to more closely match the temporal characteristics of lifestyle behaviors and their associated digital data. Second, the framework connects decision-making theories and learning theories to explain how behaviors and cognitive constructs dynamically influence each other, making it a suitable scaffold for building computational models. We map common digital intervention techniques onto the behavioral and cognitive processes in the framework and discuss possible contributions of the framework to both theory development and digital intervention design.
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Affiliation(s)
- Chao Zhang
- Human-Technology Interaction Group, Department of Industrial Engineering & Innovation Sciences, Eindhoven University of Technology, Eindhoven, Netherlands
| | - Daniël Lakens
- Human-Technology Interaction Group, Department of Industrial Engineering & Innovation Sciences, Eindhoven University of Technology, Eindhoven, Netherlands
| | - Wijnand A IJsselsteijn
- Human-Technology Interaction Group, Department of Industrial Engineering & Innovation Sciences, Eindhoven University of Technology, Eindhoven, Netherlands
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Berkman ET, Wilson SM. So Useful as a Good Theory? The Practicality Crisis in (Social) Psychological Theory. PERSPECTIVES ON PSYCHOLOGICAL SCIENCE 2021; 16:864-874. [PMID: 33412079 DOI: 10.1177/1745691620969650] [Citation(s) in RCA: 21] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
Practicality was a valued attribute of academic psychological theory during its initial decades, but usefulness has since faded in importance to the field. Theories are now evaluated mainly on their ability to account for decontextualized laboratory data and not their ability to help solve societal problems. With laudable exceptions in the clinical, intergroup, and health domains, most psychological theories have little relevance to people's everyday lives, poor accessibility to policymakers, or even applicability to the work of other academics who are better positioned to translate the theories to the practical realm. We refer to the lack of relevance, accessibility, and applicability of psychological theory to the rest of society as the practicality crisis. The practicality crisis harms the field in its ability to attract the next generation of scholars and maintain viability at the national level. We describe practical theory and illustrate its use in the field of self-regulation. Psychological theory is historically and scientifically well positioned to become useful should scholars in the field decide to value practicality. We offer a set of incentives to encourage the return of social psychology to the Lewinian vision of a useful science that speaks to pressing social issues.
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Affiliation(s)
- Elliot T Berkman
- Department of Psychology and Center for Translational Neuroscience, University of Oregon
| | - Sylas M Wilson
- Department of Psychology and Center for Translational Neuroscience, University of Oregon
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Nicol B, van Donkelaar P, Mason K, Gainforth H. Using Behavior Change Theory to Understand How to Support Screening for Traumatic Brain Injuries Among Women Who Have Experienced Intimate Partner Violence. WOMEN'S HEALTH REPORTS (NEW ROCHELLE, N.Y.) 2021; 2:305-315. [PMID: 34476413 PMCID: PMC8409233 DOI: 10.1089/whr.2020.0097] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 02/02/2021] [Indexed: 05/10/2023]
Abstract
Background: Women who experience intimate partner violence (IPV) are at a high risk for traumatic brain injuries (TBIs). Women's shelters may be an ideal location for TBI screening. Behavior change theory can help understand factors that influence screening at women's shelters and develop interventions to promote screening. Objective: To use behavior change theory to understand the local context of women's shelters, factors influencing screening for TBIs among staff who work at women's shelters, and co-develop intervention recommendations to promote screening of TBIs at women's shelters. Methods: The research was conducted in three phases in partnership with the Kelowna Women's Shelter. In phase 1, participants (staff at women's shelters across Canada) completed an online survey that assessed their current TBI screening behaviors, knowledge of TBIs, and factors influencing screening. In phase 2, participants (staff at women's shelters in the Okanagan) completed an interview regarding the factors that influence screening for TBIs. In both phases, factors were analyzed using the Theoretical Domains Framework. In phase 3, intervention recommendations were co-developed using the Behavior Change Wheel. Results: In phase 1, findings indicate that participants (n = 150) lack skills (mean = 2.1, standard deviation [SD] = 1.9) and knowledge (mean = 2.9, SD = 2.2) with regard to screening and are nervous to screen (mean = 3.0, SD = 2.4) for TBIs. In phase 2, 194 barriers to screening for TBI were extracted from 10 interviews with staff members. Prominent domains included knowledge (37%), beliefs about capabilities (16%), and environmental context and resources (15%). Finally, in phase 3, five intervention recommendations were co-developed for interventions aiming to promote TBI screening in women's shelters. Conclusions: This thesis was the first theory-based study to develop intervention recommendations for promoting screening of TBIs at women's shelters. The recommendations have the potential to increase TBI screening at women's shelters ultimately improving the quality of life of women who have experienced a TBI from IPV.
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Affiliation(s)
- Blake Nicol
- School of Health and Exercise Sciences, University of British Columbia Okanagan, Okanagan, Canada
- *Address correspondence to: Blake Nicol, MSc, School of Health and Exercise Sciences, University of British Columbia, 1147 Research Rd., Kelowna, BC, Canada, V1V 1V7.
| | - Paul van Donkelaar
- School of Health and Exercise Sciences, University of British Columbia Okanagan, Okanagan, Canada
| | | | - Heather Gainforth
- School of Health and Exercise Sciences, University of British Columbia Okanagan, Okanagan, Canada
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Giroux EE, Casemore S, Clarke TY, McBride CB, Wuerstl KR, Gainforth HL. Enhancing participation while aging with spinal cord injury: applying behaviour change frameworks to develop intervention recommendations. Spinal Cord 2020; 59:665-674. [PMID: 32989252 DOI: 10.1038/s41393-020-00555-8] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2020] [Revised: 09/08/2020] [Accepted: 09/10/2020] [Indexed: 11/09/2022]
Abstract
STUDY DESIGN Knowledge translation study. OBJECTIVES Use the Theoretical Domains Framework (TDF) and Behaviour Change Wheel (BCW) to (1) identify barriers and facilitators to participation in daily activities and social roles among people aging with spinal cord injury (SCI); and, (2) systematically co-develop participation-focused intervention recommendations with SCI community organizations that can support people aging with SCI. SETTING Canadian SCI community. METHODS Semi-structured interviews were conducted with 22 people (minimum 45 years of age; minimum 10 years post injury). Participants were asked about their experiences with participating in daily activities and social roles while aging and preferences for what participation-focused interventions should entail. Transcripts were analyzed to address three stages of behaviour change intervention design: (1) identify barriers and facilitators; (2) identify intervention functions and policy categories; (3) identify implementation options. Findings were synthesized into intervention recommendations and assessed for feasibility. RESULTS Participation in daily activities and social roles was heavily influenced by three TDF domains: environmental context and resources, skills, and social influences. Six intervention functions and all policy categories within the BCW were considered viable intervention options. Multiple messengers and modes of delivery were identified as important. The synthesized recommendations included educating SCI organization membership, partnering with other disability organizations, and advocating to the provincial government. CONCLUSIONS Findings suggest that multiple intervention formats delivered through a variety of implementation options are needed to enhance participation in daily activities and social roles while aging with SCI. Future efforts should focus on translating the recommendations into real-world behaviour change interventions.
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Affiliation(s)
- Emily E Giroux
- School of Health and Exercise Sciences, University of British Columbia Okanagan, Kelowna, BC, Canada. .,International Collaboration on Repair Discoveries, Vancouver, BC, Canada.
| | | | | | | | - Kelsey R Wuerstl
- School of Health and Exercise Sciences, University of British Columbia Okanagan, Kelowna, BC, Canada.,International Collaboration on Repair Discoveries, Vancouver, BC, Canada
| | - Heather L Gainforth
- School of Health and Exercise Sciences, University of British Columbia Okanagan, Kelowna, BC, Canada.,International Collaboration on Repair Discoveries, Vancouver, BC, Canada
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McKay RC, Wuerstl KR, Casemore S, Clarke TY, McBride CB, Gainforth HL. Guidance for behavioural interventions aiming to support family support providers of people with spinal cord injury: A scoping review. Soc Sci Med 2020; 246:112456. [PMID: 31958615 DOI: 10.1016/j.socscimed.2019.112456] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2018] [Revised: 06/17/2019] [Accepted: 07/28/2019] [Indexed: 01/07/2023]
Abstract
RATIONALE Research has extensively examined the adverse outcomes of being family support provider also known as a family caregiver, of someone with spinal cord injury (SCI) such as psychological distress, poor health, and burden. Despite clear evidence of the negative impact of this social role, few interventions exist aiming to support family support providers of people with SCI. OBJECTIVE This scoping review aimed to guide future intervention development by identifying the components necessary to develop an intervention to support SCI family support providers using the Behaviour Change Wheel (BCW). METHODS Electronic databases (CINAHL, PsycINFO, Medline, Embase) were searched in May 2017. Articles relating to outcomes and/or behaviours of support providers of people with SCI were identified. Intervention components of the BCW, including behaviours, factors influencing behaviours, intervention content, and evaluation methods, were extracted from included articles. RESULTS Of the 59 included articles, most emphasized the outcomes of being a support provider but provided little evidence of behaviours, which may influence such outcomes. The most commonly identified behaviours included engaging in leisure time or daily activities, problem-solving, and providing support. Very few measures were used to measure engagement in behaviours objectively. The literature suggests that behaviours are often influenced by family support providers' physical and social environments. However, barriers may vary between behaviours and contexts. CONCLUSION The results of this review show that there are many viable behavioural targets for intervention. Therefore, intervention efforts may need to be tailored to individuals' needs. A promising intervention approach may be to use a theory which promotes change in the ecological context of family support providers while encouraging behavioural strategies to overcome individual barriers. Future research should further examine the factors that influence specific behaviours to more comprehensively understand the context of the behaviour as well as effective intervention strategies to promote change.
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Affiliation(s)
- Rhyann C McKay
- University of British Columbia Okanagan, Faculty of Health and Social Development, 1147 Research Rd. Kelowna, BC V1V 1V7, Canada.
| | - Kelsey R Wuerstl
- University of British Columbia Okanagan, Faculty of Health and Social Development, 1147 Research Rd. Kelowna, BC V1V 1V7, Canada
| | - Shelia Casemore
- Spinal Cord Injury Ontario, 520 Sutherland Drive, Toronto, ON M4G 3V9, Canada
| | - Teren Y Clarke
- Spinal Cord Injury Alberta, #400, 11010 - 101 Street, Edmonton, AB T5H 4B9, Canada
| | - Christopher B McBride
- Spinal Cord Injury British Columbia, 780 SW Marine Drive, Vancouver, BC V6P 5Y7, Canada
| | - Heather L Gainforth
- University of British Columbia Okanagan, Faculty of Health and Social Development, 1147 Research Rd. Kelowna, BC V1V 1V7, Canada; International Collaboration on Repair Discoveries (ICORD), 818 West 10th Avenue, Vancouver, BC V5Z 1M9, Canada.
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Zenko Z, Ekkekakis P. Critical Review of Measurement Practices in the Study of Automatic Associations of Sedentary Behavior, Physical Activity, and Exercise. JOURNAL OF SPORT & EXERCISE PSYCHOLOGY 2019; 41:271-288. [PMID: 31469367 DOI: 10.1123/jsep.2017-0349] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/24/2017] [Revised: 06/23/2019] [Accepted: 07/01/2019] [Indexed: 06/10/2023]
Abstract
Studies of automatic associations of sedentary behavior, physical activity, and exercise are proliferating, but the lack of information on the psychometric properties of relevant measures is a potential impediment to progress. The purpose of this review was to critically summarize measurement practices in studies examining automatic associations related to sedentary behavior, physical activity, and exercise. Of 37 studies, 27 (73%) did not include a justification for the measure chosen to assess automatic associations. Additional problems have been noted, including the nonreporting of psychometric information (validity, internal consistency, test-retest reliability) and the lack of standardization of procedures (e.g., number, type of stimuli). The authors emphasize the need to select measures based on conceptual arguments and psychometric evidence and to standardize measurement procedures. To facilitate progress, the review concludes with a proposal for conceptually appropriate validation criteria to be used in future studies.
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Chevance G, Bernard P, Chamberland PE, Rebar A. The association between implicit attitudes toward physical activity and physical activity behaviour: a systematic review and correlational meta-analysis. Health Psychol Rev 2019; 13:248-276. [PMID: 31117901 DOI: 10.1080/17437199.2019.1618726] [Citation(s) in RCA: 41] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
Abstract
As a result of recent calls to attend to the implicit processes that regulate health behaviours, the study of implicit attitudes and physical activity behaviour has grown rapidly in the past decade. The aim of this study was to summarise existing evidence on the extent to which implicit attitudes toward physical activity are associated with physical activity behaviour. A systematic literature review was performed to retrieve studies reporting both a measure of implicit attitudes and physical activity. For the meta-analysis, effect size (Pearson's r) were extracted from eligible studies or retrieved from authors. A total of 26 independent studies, and 55 effect sizes, were eligible. There was a small, significant, and positive correlation between implicit attitudes and physical activity, a finding replicated across multiple meta-analytical strategies with sensitivity analyses applied. This association was not significantly moderated by study design or objective, participants' age or other characteristics, or measures of implicit attitudes or physical activity. This meta-analysis provides evidence that implicit attitudes toward physical activity are positively associated with physical activity in adults to a small degree.
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Affiliation(s)
- Guillaume Chevance
- a SANTESIH (EA 4614), Univ. Montpellier , Montpellier , France.,b Exercise and Physical Activity Resource Center, University of California , San Diego , CA , USA.,c Center for Wireless and Population Health Systems, University of California , San Diego , CA , USA
| | - Paquito Bernard
- d Department of Physical Activity Sciences, Université du Québec à Montréal , Montréal , QC , Canada.,e Research Center, University Institute of Mental Health at Montreal , Montréal , QC , Canada
| | - Pier Eric Chamberland
- f Department of Physical Activity Sciences, Université du Québec à Trois-Rivières , Trois-Rivières , QC , Canada
| | - Amanda Rebar
- g School of Health, Medical, and Applied Sciences, Central Queensland University , Rockhampton , QLD , Australia
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Lewis BA, Napolitano MA, Buman MP, Williams DM, Nigg CR. Future directions in physical activity intervention research: expanding our focus to sedentary behaviors, technology, and dissemination. J Behav Med 2017; 40:112-126. [PMID: 27722907 PMCID: PMC5296224 DOI: 10.1007/s10865-016-9797-8] [Citation(s) in RCA: 109] [Impact Index Per Article: 13.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2016] [Accepted: 09/20/2016] [Indexed: 12/22/2022]
Abstract
Despite the increased health risks of a sedentary lifestyle, only 49 % of American adults participate in physical activity (PA) at the recommended levels. In an effort to move the PA field forward, we briefly review three emerging areas of PA intervention research. First, new intervention research has focused on not only increasing PA but also on decreasing sedentary behavior. Researchers should utilize randomized controlled trials, common terminology, investigate which behaviors should replace sedentary behaviors, evaluate long-term outcomes, and focus across the lifespan. Second, technology has contributed to an increase in sedentary behavior but has also led to innovative PA interventions. PA technology research should focus on large randomized trials with evidence-based components, explore social networking and innovative apps, improve PA monitoring, consider the lifespan, and be grounded in theory. Finally, in an effort to maximize public health impact, dissemination efforts should address the RE-AIM model, health disparities, and intervention costs.
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Affiliation(s)
- Beth A Lewis
- School of Kinesiology, University of Minnesota, 1900 University Avenue SE, Cooke Hall, Minneapolis, MN, 55455, USA.
| | - Melissa A Napolitano
- Departments of Prevention and Community Health/Exercise and Nutrition Sciences, Milken Institute School of Public Health, The George Washington University, 950 New Hampshire Ave, 3rd Floor, Washington, DC, 20052, USA
| | - Matthew P Buman
- School of Nutrition and Health Promotion, College of Health Solutions, 500 North 3rd Street, Phoenix, AZ, 85004, USA
| | - David M Williams
- Department of Behavioral and Social Sciences, Brown University School of Public Health, Box G-S121-4, Providence, RI, 02912, USA
| | - Claudio R Nigg
- Department of Public Health Sciences, University of Hawaii, 1960 East-West Road, Honolulu, HI, 96822, USA
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Winter SJ, Sheats JL, King AC. The Use of Behavior Change Techniques and Theory in Technologies for Cardiovascular Disease Prevention and Treatment in Adults: A Comprehensive Review. Prog Cardiovasc Dis 2016; 58:605-12. [PMID: 26902519 DOI: 10.1016/j.pcad.2016.02.005] [Citation(s) in RCA: 50] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/17/2016] [Accepted: 02/17/2016] [Indexed: 01/27/2023]
Abstract
This review examined the use of health behavior change techniques and theory in technology-enabled interventions targeting risk factors and indicators for cardiovascular disease (CVD) prevention and treatment. Articles targeting physical activity, weight loss, smoking cessation and management of hypertension, lipids and blood glucose were sourced from PubMed (November 2010-2015) and coded for use of 1) technology, 2) health behavior change techniques (using the CALO-RE taxonomy), and 3) health behavior theories. Of the 984 articles reviewed, 304 were relevant (240=intervention, 64=review). Twenty-two different technologies were used (M=1.45, SD=+/-0.719). The most frequently used behavior change techniques were self-monitoring and feedback on performance (M=5.4, SD=+/-2.9). Half (52%) of the intervention studies named a theory/model - most frequently Social Cognitive Theory, the Trans-theoretical Model, and the Theory of Planned Behavior/Reasoned Action. To optimize technology-enabled interventions targeting CVD risk factors, integrated behavior change theories that incorporate a variety of evidence-based health behavior change techniques are needed.
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Affiliation(s)
- Sandra J Winter
- Stanford Prevention Research Center, Stanford University School of Medicine, Palo Alto, CA.
| | - Jylana L Sheats
- Stanford Prevention Research Center, Stanford University School of Medicine, Palo Alto, CA
| | - Abby C King
- Department of Health Research & Policy and of Medicine, Stanford University School of Medicine, Palo Alto, CA
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