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Hu Z, Meng R, Sheng T, Cao Q, Sun Y, Yin J, He Y. Using an integrated model of the extended theory of planned behavior and the temporal self-regulation theory to explain the sugar-sweetened beverage consumption in college students. Appetite 2025; 213:108140. [PMID: 40388987 DOI: 10.1016/j.appet.2025.108140] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2024] [Revised: 05/12/2025] [Accepted: 05/15/2025] [Indexed: 05/21/2025]
Abstract
Excessive consumption of sugar-sweetened beverages (SSBs) poses a significant threat to public health, with college students representing a major consumer group. Using the extended Theory of Planned Behavior (TPB) and Temporal Self-Regulation Theory (TST), this study examined the extent to which attitude, subjective norms, perceived behavioral control, delay discounting, habit, and self-control influence the intention and behavior of SSB consumption. A cross-sectional study was conducted in Jiangsu Province in 2024, involving 1236 college students. Data were collected using instruments based on the TPB-TST model, and delay discounting was assessed with a custom-designed computer program. Structural equation modeling was performed using Smart PLS software. The results showed that the integrated model explained 36.9 % of the variance in intention and 20.4 % in actual behavior. Delay discounting significantly influenced students' intention to consume SSBs. Attitudes, subjective norms, and perceived behavioral control also had significant positive effects on intention. Habit, self-control, and intention directly influenced SSB consumption, with habit moderating the intention-behavior relationship (β = -0.053, p < 0.05), weakening the impact of intention on behavior. In conclusion, the integration of the extended TPB and TST provides a robust framework for understanding SSB consumption among college students. Policy efforts and school-based interventions should target students' cognitive and psychological factors while regulating the availability of SSBs in campus environments to promote healthier behaviors.
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Affiliation(s)
- Zhiqing Hu
- Institute of Medical Humanities, Nanjing Medical University, Nanjing, 211166, PR China; School of Marxism, Nanjing Medical University, Nanjing, 211166, PR China
| | - Rui Meng
- School of Nursing, Nanjing Medical University, Nanjing, 211166, PR China
| | - Tongtong Sheng
- Institute of Medical Humanities, Nanjing Medical University, Nanjing, 211166, PR China; School of Marxism, Nanjing Medical University, Nanjing, 211166, PR China; School of Public Health, Nanjing Medical University, Nanjing, 211166, PR China
| | - Qiran Cao
- School of Education Science, Jiangsu Normal University, Xuzhou, 221116, PR China
| | - Yanjun Sun
- Institute of Medical Humanities, Nanjing Medical University, Nanjing, 211166, PR China; School of Marxism, Nanjing Medical University, Nanjing, 211166, PR China
| | - Jian Yin
- Department of Biostatistics, City University of Hong Kong, Hong Kong SAR, PR China
| | - Yuan He
- Institute of Medical Humanities, Nanjing Medical University, Nanjing, 211166, PR China; School of Marxism, Nanjing Medical University, Nanjing, 211166, PR China; School of Nursing, Nanjing Medical University, Nanjing, 211166, PR China; Laboratory for Digital Intelligence & Health Governance, Nanjing Medical University, Nanjing, 211166, PR China.
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Demirli E, Ahmed AO, Serper M. Personal recovery and future self-continuity in individuals with schizophrenia. Psychiatry Res 2025; 348:116510. [PMID: 40273482 DOI: 10.1016/j.psychres.2025.116510] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/22/2025] [Accepted: 04/19/2025] [Indexed: 04/26/2025]
Abstract
INTRODUCTION Personal (or self-rated) recovery in schizophrenia represents an adaptive process of constructing meaning in life, finding hope, and establishing a positive identity. In this sense, recovery is linked to and dependent upon one's sense of future self. Although self-rated recovery has been explored in relation to various affective, social, and psychological factors, the relationship between personal recovery and future-self continuity has not been examined. Future self-continuity (or continuous identity) refers to the sense of connection between one's present and future self, as the same person now as in the future. Individuals, who cannot connect their present selves to future selves view their future self as a stranger and have a decreased sense of self-empowerment and feel less motivated to work towards future-oriented and personally meaningful treatment goals. We postulate that having good future self-continuity may be a prerequisite to success in recovery-oriented treatment programs. The current study explored the relationship between self-rated recovery and future self-continuity in individuals with schizophrenia. METHOD Forty participants with schizophrenia were recruited from two inpatient units and completed a battery of assessments including cognitive functioning, symptom severity, level of functioning as well as an assessment of personal recovery. RESULTS The results indicated that higher future self-continuity predicted better personal recovery in individuals with schizophrenia after controlling for key demographic variables, symptom severity, psychosocial and cognitive functioning ability. CONCLUSION Future self-continuity was the only significant psychological variable that predicted personal recovery in individuals with schizophrenia. Clinical implications and future directions are discussed.
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Affiliation(s)
- Ecem Demirli
- Department of Psychology, Hofstra University, USA
| | - Anthony O Ahmed
- Weill Cornell Psychiatry New York-Presbyterian Westchester Behavioral Health, USA
| | - Mark Serper
- Department of Psychology, Hofstra University, USA; Department of Psychiatry, Zucker School of Medicine at Hofstra, USA.
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Masciari CF. Motivational Barriers to Care and the Ethics of Encouragement. AJOB Neurosci 2025:1-13. [PMID: 40085683 DOI: 10.1080/21507740.2025.2474228] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/16/2025]
Abstract
In this paper I argue that by using methods of encouragement, derived from the fields of social psychology, cognitive neuroscience, and behavioral economics, healthcare workers can potentially provide their patients with tools for increasing adherence to their treatment plans. I claim that the shared decision-making model can, and should, be enriched to include a component that encourages patients to follow through with their plans. It is commonsense that it is one thing to decide on a plan, and quite another to stick to it. Even if a plan is one's own, people often backslide with respect to their prior commitments. I appeal to the extensive literatures on decision-making, delay discounting, and willpower to provide some empirically verified tools for motivating patients. Importantly, I argue that contrary to appearances, motivating others to act with respect to their commitments expresses a respect for autonomy and is non-paternalistic.
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Hu Z, Zhang H, Sun Y, Wang Y, Meng R, Shen K, Chen J, He Y. Factors affecting treatment adherence among patients with hypertension based on the PRECEDE model: A cross-sectional study from a delay discounting perspective. Int J Clin Health Psychol 2025; 25:100553. [PMID: 39995511 PMCID: PMC11849083 DOI: 10.1016/j.ijchp.2025.100553] [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: 04/11/2024] [Accepted: 02/02/2025] [Indexed: 02/26/2025] Open
Abstract
Background Hypertension is a significant global public health concern, and research shows that treatment adherence plays an important role in hypertension control. This study incorporated a novel factor in behavioral economics, delay discounting, into the predisposing factors within the PRECEDE model to explore the factors influencing adherence to treatment of patients with hypertension. Design This cross-sectional study was conducted in Jiangsu Province, China, in 2023 and included 1,123 patients with hypertension. Methods Data collection tools included demographic variables and predisposing, reinforcing, and enabling factors. Delay discounting was assessed using a self-designed computer program. The collected data were analyzed using descriptive statistics and hierarchical regression. This study used the STROBE Reporting Checklist. Results The variables accounted for 30.4% of the total variance in adherence to treatment of patients with hypertension. Hierarchical regression analyses revealed that the predisposing (knowledge, delay discounting, and self-efficacy), reinforcing, and enabling factors were significantly associated with treatment adherence. Conclusions Delay discounting was associated with hypertension treatment adherence. Enhancing the predisposing, enabling, and reinforcing factors may lead to increased adherence among patients with hypertension. It is recommended that hospitals and healthcare providers offer educational lectures and training sessions, and that some simple delayed discount interventions be added to supplement this. Additionally, government and institutional efforts should be made to increase the availability of community-level resources for patients with hypertension.
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Affiliation(s)
- Zhiqing Hu
- Institute of Medical Humanities, Nanjing Medical University, Nanjing 211166, China
- School of Marxism, Nanjing Medical University, Nanjing 211166, China
| | - Huiying Zhang
- Institute of Medical Humanities, Nanjing Medical University, Nanjing 211166, China
- School of Marxism, Nanjing Medical University, Nanjing 211166, China
| | - Yanjun Sun
- Institute of Medical Humanities, Nanjing Medical University, Nanjing 211166, China
- School of Marxism, Nanjing Medical University, Nanjing 211166, China
| | - Yiping Wang
- School of Nursing, Nanjing Medical University, Nanjing 211166, China
| | - Rui Meng
- School of Nursing, Nanjing Medical University, Nanjing 211166, China
| | - Ke Shen
- School of Health Policy & Management, Nanjing Medical University, Nanjing 211166, China
| | - Jiali Chen
- School of Health Policy & Management, Nanjing Medical University, Nanjing 211166, China
| | - Yuan He
- Institute of Medical Humanities, Nanjing Medical University, Nanjing 211166, China
- School of Marxism, Nanjing Medical University, Nanjing 211166, China
- Laboratory for Digital Intelligence & Health Governance, Nanjing Medical University, Nanjing 211166, China
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Campbell JA, Linde S, Walker RJ, Egede LE. Relationship Between Delay Discounting and Clinical Diabetes Outcomes: A Systematic Review. J Gen Intern Med 2024; 39:3052-3063. [PMID: 39150678 PMCID: PMC11576688 DOI: 10.1007/s11606-024-08981-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/22/2024] [Accepted: 07/29/2024] [Indexed: 08/17/2024]
Abstract
OBJECTIVE To evaluate the evidence on the relationship between delay discounting and clinical diabetes outcomes, identify current measures, and recommend areas for future work. METHODS A reproducible search using OVID Medline, PsycINFO, PubMed, Science Direct, and Scopus was conducted. Articles published from database creation up to March 2024 were searched. Medical Subject Heading (MeSH) terms and keywords representing delay discounting and diabetes were used. Outcomes included hemoglobin A1c (HbA1c), LDL, body mass index (BMI), blood pressure, quality of life (QOL), psychosocial factors, self-care behaviors, and diabetes complications. RESULTS A total of 15 articles met the inclusion criteria and were included for final synthesis. Overall, 14 studies included in this review found a significant relationship between delay discounting and diabetes-related outcomes, such that higher delay discounting is significantly related to worse diabetes outcomes for HbA1c, self-care behaviors, BMI, stress, and quality of life across self-reported measures of delay discounting and delay discounting tasks. CONCLUSIONS Evidence supports the relationship between delay discounting and diabetes-related outcomes and self-care behaviors across measures of delay discounting and type of diabetes. To understand delay discounting as a mechanism driving diabetes outcomes and to develop targeted interventions, additional work using a multidisciplinary approach is needed to validate the construct, identify pathways, and refine intervention approaches that can be tested to improve population health.
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Affiliation(s)
- Jennifer A Campbell
- Division of Population Health, Department of Medicine, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, Buffalo, NY, USA
| | - Sebastian Linde
- Department of Health Policy and Management, School of Public Health at, Texas A&M University, College Station, TX, USA
| | - Rebekah J Walker
- Division of Population Health, Department of Medicine, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, Buffalo, NY, USA
| | - Leonard E Egede
- Division of Population Health, Department of Medicine, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, Buffalo, NY, USA.
- Buffalo General Medical Center, Buffalo, NY, USA.
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Myers KP, Temple JL. Translational science approaches for food insecurity research. Appetite 2024; 200:107513. [PMID: 38795946 PMCID: PMC11227396 DOI: 10.1016/j.appet.2024.107513] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2024] [Revised: 05/20/2024] [Accepted: 05/22/2024] [Indexed: 05/28/2024]
Abstract
Food insecurity is a pervasive problem that impacts health and well-being across the lifespan. The human research linking food insecurity to poor metabolic and behavioral health outcomes is inherently correlational and suffers from a high degree of variability both between households and even within the same household over time. Further, food insecurity is impacted by societal and political factors that are largely out of the control of individuals, which narrows the range of intervention strategies. Animal models of food insecurity are being developed to address some of the barriers to mechanistic research. However, animal models are limited in their ability to consider some of the more complex societal elements of the human condition. We believe that understanding the role that food insecurity plays in ingestive behavior and chronic disease requires a truly translational approach, and that understanding the health impacts of this complex social phenomenon requires understanding both its psychological and physiological dimensions. This brief review will outline some key features of food insecurity, highlighting those that are amenable to investigation with controlled animal models and identifying areas where integrating animal and human studies can improve our understanding of the psychological burden and health impacts of food insecurity. In the interest of brevity, this review will largely focus on food insecurity in the United States, as the factors that contribute to food insecurity vary considerably across the globe.
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Affiliation(s)
- Kevin P Myers
- Department of Psychology, Animal Behavior & Neuroscience Programs, Bucknell University, Lewisburg, PA, USA.
| | - Jennifer L Temple
- Departments of Exercise and Nutrition Sciences, Community Health and Health Behavior, School of Public Health and Health Professions, University at Buffalo, Buffalo, NY, USA
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Yılmaz H, Karadere ME. Effectiveness and feasibility of the self-administered and repeated episodic future thinking exercises in smoking cessation. J Health Psychol 2024:13591053241258207. [PMID: 38916215 DOI: 10.1177/13591053241258207] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/26/2024] Open
Abstract
Delay discounting (DD) is associated with smoking behavior and relapses. Episodic future thinking (EFT) is one of the leading interventions shown to reduce DD. The 1-month follow-up study with 60 participants that employed EFT as active intervention and episodic recent thinking (ERT) as control intervention was conducted in participants receiving smoking cessation treatment. In EFT group, there was significant decrease in DD rates from pre-intervention to post-intervention (p = 0.009), whereas no significant change was observed in ERT group (p = 0.497). DD rates in EFT group did not change significantly over 1 month (p = 0.059), while decrease was detected in ERT group (p = 0.011). Smoking cessation rates between groups were similar (p = 0.486). Adherence with completing follow-up evaluation forms and performing relevant exercises was higher in EFT group (p = 0.038, p = 0.006). Adding EFT to usual smoking cessation treatment did not increase smoking cessation rates, however feasibility of the self-administered exercises needs to be improved to clarify clinical effects.
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Persson DR, Bardram JE, Bækgaard P. Perceptions and effectiveness of episodic future thinking as digital micro-interventions based on mobile health technology. Digit Health 2024; 10:20552076241245583. [PMID: 38577315 PMCID: PMC10993675 DOI: 10.1177/20552076241245583] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/19/2024] [Indexed: 04/06/2024] Open
Abstract
Objective Delay discounting denotes the tendency for humans to favor short-term immediate benefits over long-term future benefits. Episodic future thinking (EFT) is an intervention that addresses this tendency by having a person mentally "pre-experience" a future event to increase the perceived value of future benefits. This study explores the feasibility of using mobile health (mHealth) technology to deliver EFT micro-interventions. Micro-interventions are small, focused interventions aiming to achieve goals while matching users' often limited willingness or capacity to engage with interventions. We aim to explore whether EFT delivered as digital micro-interventions can reduce delay discounting, the users' perceptions, and if there are differences between regular EFT and goal-oriented EFT (gEFT), a variant where goals are embedded into future events. Method A randomized study was conducted with 208 participants allocated to either gEFT, EFT, or a control group for a 21-day study. Results Results indicate intervention groups when combined achieved a significant reduction of Δ log k = - .80 in delay discounting (p = .017 ) compared to the control. When split into gEFT and EFT separately only the reduction of Δ log k = .96 in EFT delay discounting was significant (p = .045 ). We further explore and discuss thematic user perceptions. Conclusions Overall, user perceptions indicate gEFT may be slightly better for use in micro-interventions. However, perceptions also indicate that audio-based EFT micro-interventions were not always preferable to users, with findings suggesting that future EFT micro-interventions should be delivered using different forms of multimedia based on user preference and context and supported by other micro-interventions to maintain interest.
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Affiliation(s)
- Dan Roland Persson
- Department of Applied Mathematics and Computer Science, Technical University of Denmark, Denmark
| | - Jakob E. Bardram
- Department of Health Technology, Technical University of Denmark, Denmark
| | - Per Bækgaard
- Department of Applied Mathematics and Computer Science, Technical University of Denmark, Denmark
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Ren Z, Xu X, Yue R. Preferences and Adherence of People with Prediabetes for Disease Management and Treatment: A Systematic Review. Patient Prefer Adherence 2023; 17:2981-2989. [PMID: 38027075 PMCID: PMC10657754 DOI: 10.2147/ppa.s437267] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/26/2023] [Accepted: 11/08/2023] [Indexed: 12/01/2023] Open
Abstract
Objective To comprehensively summarize the evaluation, preference, and expectations of people with prediabetes regarding the management and treatment of pre-diabetes. Methods Search PubMed, Embase, Web of Science, Cochrane Library and CNKI for articles about prediabetes, preferences, and expectations from inception of the database to June 2023. Results A total of 18 studies involving 17,240 participants with prediabetes were included. Although the preferences and views of people with prediabetes vary widely, there are certain trends: 1) Compared with drug therapy, people with prediabetes prefer exercise and nutrition therapies. 2) People with prediabetes expect intensive lifestyle interventions guided by professionals. 3) Effective communication between doctors and people with prediabetes is crucial for promoting the development and implementation of treatment plans. Conclusion The results of this systematic review showed that people with prediabetes prefer intensive lifestyle interventions due to concerns about drug side effects, dependency, and other factors. In addition, drug acceptance and lifestyle interventions options differed among different populations, which emphasized the significance of individualized therapy.
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Affiliation(s)
- Zonghao Ren
- Department of Endocrinology, Hospital of Chengdu University of Traditional Chinese Medicine, Chengdu, People’s Republic of China
| | - Xianpeng Xu
- Department of Endocrinology, Hospital of Chengdu University of Traditional Chinese Medicine, Chengdu, People’s Republic of China
| | - Rensong Yue
- Department of Endocrinology, Hospital of Chengdu University of Traditional Chinese Medicine, Chengdu, People’s Republic of China
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Brown JM, Bickel WK, Epstein LH, Stein JS. Episodic future thinking in type 2 diabetes: Further development and validation of the Health Information Thinking control for clinical trials. PLoS One 2023; 18:e0289478. [PMID: 37535609 PMCID: PMC10399790 DOI: 10.1371/journal.pone.0289478] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2023] [Accepted: 07/19/2023] [Indexed: 08/05/2023] Open
Abstract
Episodic Future Thinking (EFT) reduces delay discounting and may have the potential as a clinical tool to increase the likelihood of health-promoting behaviors. However, evaluations of EFT in clinical settings require control conditions that match the effort and frequency of cue generation, as well as participants' expectations of improvement. The Health Information Thinking (HIT) control addresses these issues, but how this control affects delay discounting in individuals with diabetes and obesity when utilizing diabetes-management specific health-information vignettes is unknown. Moreover, little research has explored whether EFT reduces delay discounting in individuals with type 2 diabetes. To this end, we examined the impact of EFT, HIT, and a secondary no-cue control condition (NCC; assessments as usual) on delay discounting in 434 adults with self-reported type 2 diabetes and obesity recruited using Amazon Mechanical Turk. After completing an initial screening questionnaire, eligible participants reported demographics, then were randomized to EFT, HIT, or NCC conditions. Following the generation of seven EFT or HIT cues, participants assigned to EFT or HIT conditions completed a delay discounting task while imagining EFT or HIT cues; no-cue participants completed the task without cues. EFT participants demonstrated significantly lower delay discounting levels than HIT or NCC participants; no differences in delay discounting between HIT and NCC participants were observed. These results suggest that engaging in EFT, but not diabetes-specific HIT, results in lower delay discounting in adults with type 2 diabetes and obesity. This provides further evidence for the appropriateness of the HIT control for clinical trials examining the effect of EFT on delay discounting in adults with self-reported type 2 diabetes.
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Affiliation(s)
- Jeremiah M. Brown
- Fralin Biomedical Research Institute at VTC, Roanoke, Virginia, United States of America
- Department of Human Nutrition, Foods, and Exercise, Virginia Tech, Blacksburg, Virginia, United States of America
| | - Warren K. Bickel
- Fralin Biomedical Research Institute at VTC, Roanoke, Virginia, United States of America
| | - Leonard H. Epstein
- University at Buffalo Jacobs School of Medicine and Biomedical Sciences, Buffalo, New York, United States of America
| | - Jeffrey S. Stein
- Fralin Biomedical Research Institute at VTC, Roanoke, Virginia, United States of America
- Department of Human Nutrition, Foods, and Exercise, Virginia Tech, Blacksburg, Virginia, United States of America
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Brown JM, Stein JS. Putting prospection into practice: Methodological considerations in the use of episodic future thinking to reduce delay discounting and maladaptive health behaviors. Front Public Health 2022; 10:1020171. [PMID: 36408004 PMCID: PMC9669959 DOI: 10.3389/fpubh.2022.1020171] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2022] [Accepted: 10/10/2022] [Indexed: 11/06/2022] Open
Abstract
In recent years, episodic future thinking (EFT) has emerged as a promising behavioral intervention to reduce delay discounting or maladaptive health behaviors; however, considerable methodological heterogeneity in methods for eliciting engagement in EFT has been observed in prior research. In this narrative review, we briefly describe methods for generating EFT cues, the content of EFT cues, common control conditions for experiments utilizing EFT, and considerations for cue delivery and implementation. Where possible, we make suggestions for current best practices in each category while identifying gaps in knowledge and potential areas of future research. Finally, we conclude by using the NIH Stage model to better frame the current state of the literature on EFT and propose gaps to be addressed if EFT is to be both an efficacious and effective behavioral intervention.
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Affiliation(s)
- Jeremiah Michael Brown
- Fralin Biomedical Research Institute, Virginia Tech Carilion, Roanoke, VA, United States
- Department of Human Nutrition, Foods, and Exercise, College of Agriculture and Life Sciences, Virginia Tech, Blacksburg, VA, United States
| | - Jeffrey Scott Stein
- Fralin Biomedical Research Institute, Virginia Tech Carilion, Roanoke, VA, United States
- Department of Human Nutrition, Foods, and Exercise, College of Agriculture and Life Sciences, Virginia Tech, Blacksburg, VA, United States
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DeFulio A, Rzeszutek M. Delay discounting, probability discounting, and interdental cleaning frequency. BMC Oral Health 2022; 22:315. [PMID: 35906557 PMCID: PMC9335449 DOI: 10.1186/s12903-022-02328-6] [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: 03/08/2022] [Accepted: 07/12/2022] [Indexed: 11/25/2022] Open
Abstract
Background Interdental cleaning is recommended by dentists but many people do not floss regularly. The health benefits of interdental cleaning are delayed, and sensitivity to delay is an important factor in many health behaviors. Thus, the present studies explore the relationship between frequency of flossing, and sensitivity to delayed and probabilistic outcomes.
Method Crowd-sourced subjects were recruited in two studies (n = 584 and n = 321, respectively). In both studies, subjects reported their frequency of flossing and completed delay discounting and probability discounting tasks. Discounting was measured with area under the curve, and linear regression was used to analyze the results. Results Findings show that higher levels of delay discounting were associated with less frequent flossing (p < 0.001, both studies). In contrast, probability discounting was not significantly associated with flossing frequency (ns, both studies). Conclusion The findings are consistent with prior studies involving other health behaviors such as attendance at primary care and medication adherence. Results suggest that interventions that reduce delay discounting may help promote regular interdental cleaning, and that delay discounting is a more robust predictor of health behaviors than probability discounting. In addition, interdental cleaning appears to be a reasonable target behavior for evaluating potentially generalizable behavioral health interventions. Thus, interventions that are successful in promoting oral health behaviors should be considered as candidates for evaluation in other health behavior domains. Supplementary Information The online version contains supplementary material available at 10.1186/s12903-022-02328-6.
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Affiliation(s)
- Anthony DeFulio
- Department of Psychology, Western Michigan University, 1903 W Michigan Ave., Mail Stop 5439, Kalamazoo, MI, 49008, USA.
| | - Mark Rzeszutek
- Department of Psychology, Western Michigan University, 1903 W Michigan Ave., Mail Stop 5439, Kalamazoo, MI, 49008, USA.,University of Kentucky College of Medicine, Lexington, USA
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