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Kinnie KR, Vance DE, Patrician PA, Billings R, Aroke EN. Chronic Pain Resilience Across Clinical Populations: A Concept Analysis. Pain Manag Nurs 2024:S1524-9042(24)00140-1. [PMID: 38849234 DOI: 10.1016/j.pmn.2024.03.019] [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: 11/15/2023] [Revised: 03/10/2024] [Accepted: 03/31/2024] [Indexed: 06/09/2024]
Abstract
BACKGROUND Chronic pain resilience is a concept that is frequently used in research but lacks theoretical clarity. Understanding chronic pain resilience is germane to developing interventions to improve it and the overall quality of life among individuals with chronic pain. AIMS To uncover and clarify the unique characteristics of the concept of chronic pain resilience. DESIGN A concept analysis using Rodgers' evolutionary method. METHODS Full-text articles published after 2000 in English were used to inform the concept analysis. Scopus, PubMed, PsychINFO, Embase, and CINAHL Plus with Full Text were utilized for literature searches. Rodgers' evolutionary approach was used to clarify the attributes, antecedents, and consequences. RESULTS The search yielded 31 articles that were used in the analysis. The key attributes of chronic pain resilience included engagement in meaningful activities despite pain, maintaining positive psychological homeostasis, buffering against negative mental outcomes, seeking support, and self-empowerment. After considering surrogate terms, antecedents, attributes, and consequences, chronic pain resilience may be defined as the development of the capacity to successfully adapt to chronic pain. This adaptation results in a move toward optimal social, physical, mental, and behavioral functioning by balancing negative and positive psychosocial factors, despite the additional challenges brought about by living with chronic pain.
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Affiliation(s)
- Kiari R Kinnie
- School of Nursing, University of Alabama at Birmingham, Birmingham, AL.
| | - David E Vance
- School of Nursing, University of Alabama at Birmingham, Birmingham, AL
| | | | - Rebecca Billings
- UAB Libraries, University of Alabama at Birmingham, Birmingham, AL
| | - Edwin N Aroke
- School of Nursing, University of Alabama at Birmingham, Birmingham, AL
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2
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You B, Wen H, Jackson T. Investigating mortality salience as a potential causal influence and moderator of responses to laboratory pain. PeerJ 2024; 12:e17204. [PMID: 38584938 PMCID: PMC10998629 DOI: 10.7717/peerj.17204] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2023] [Accepted: 03/15/2024] [Indexed: 04/09/2024] Open
Abstract
Background Because pain can have profound ramifications for quality of life and daily functioning, understanding nuances in the interplay of psychosocial experiences with pain perception is vital for effective pain management. In separate lines of research, pain resilience and mortality salience have emerged as potentially important psychological correlates of reduced pain severity and increased tolerance of pain. However, to date, there has been a paucity of research examining potentially interactive effects of these factors on pain perception. To address this gap, the present experiment investigated mortality salience as a causal influence on tolerance of laboratory pain and a moderator of associations between pain resilience and pain tolerance within a Chinese sample. Methods Participants were healthy young Chinese adults (86 women, 84 men) who first completed a brief initial cold pressor test (CPT) followed by measures of demographics and pain resilience. Subsequently, participants randomly assigned to a mortality salience (MS) condition completed two open-ended essay questions in which they wrote about their death as well as a death anxiety scale while those randomly assigned to a control condition completed analogous tasks about watching television. Finally, all participants engaged in a delay task and a second CPT designed to measure post-manipulation pain tolerance and subjective pain intensity levels. Results MS condition cohorts showed greater pain tolerance than controls on the post-manipulation CPT, though pain intensity levels did not differ between groups. Moderator analyses indicated that the relationship between the behavior perseverance facet of pain resilience and pain tolerance was significantly stronger among MS condition participants than controls. Conclusions This experiment is the first to document potential causal effects of MS on pain tolerance and Ms as a moderator of the association between self-reported behavior perseverance and behavioral pain tolerance. Findings provide foundations for extensions within clinical pain samples.
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Affiliation(s)
- Beibei You
- School of Nursing, Guizhou Medical University, Guiyang, China
- Faculty of Psychology, Southwest University, Chongqing, China
| | - Hongwei Wen
- Faculty of Psychology, Southwest University, Chongqing, China
| | - Todd Jackson
- Department of Psychology, University of Macau, Taipa, China
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Sturgeon JA, Zubieta C, Kaplan CM, Pierce J, Arewasikporn A, Slepian PM, Hassett AL, Trost Z. Broadening the Scope of Resilience in Chronic Pain: Methods, Social Context, and Development. Curr Rheumatol Rep 2024; 26:112-123. [PMID: 38270842 DOI: 10.1007/s11926-024-01133-0] [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: 01/16/2024] [Indexed: 01/26/2024]
Abstract
PURPOSE OF REVIEW A wellspring of new research has offered varying models of resilience in chronic pain populations; however, resilience is a multifaceted and occasionally nebulous construct. The current review explores definitional and methodological issues in existing observational and clinical studies and offers new directions for future studies of pain resilience. RECENT FINDINGS Definitions of pain resilience have historically relied heavily upon self-report and from relatively narrow scientific domains (e.g., positive psychology) and in narrow demographic groups (i.e., Caucasian, affluent, or highly educated adults). Meta-analytic and systematic reviews have noted moderate overall quality of resilience-focused assessment and treatment in chronic pain, which may be attributable to these narrow definitions. Integration of research from affiliated fields (developmental models, neuroimaging, research on historically underrepresented groups, trauma psychology) has the potential to enrich current models of pain resilience and ultimately improve the empirical and clinical utility of resilience models in chronic pain.
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Affiliation(s)
- John A Sturgeon
- Department of Anesthesiology, University of Michigan Medical School, Ann Arbor, MI, USA.
| | - Caroline Zubieta
- Department of Anesthesiology, University of Michigan Medical School, Ann Arbor, MI, USA
| | - Chelsea M Kaplan
- Department of Anesthesiology, University of Michigan Medical School, Ann Arbor, MI, USA
| | - Jennifer Pierce
- Department of Anesthesiology, University of Michigan Medical School, Ann Arbor, MI, USA
| | - Anne Arewasikporn
- Department of Anesthesiology, University of Michigan Medical School, Ann Arbor, MI, USA
| | - P Maxwell Slepian
- Department of Anesthesia and Pain Management, Toronto General Hospital, Toronto, CA, USA
| | - Afton L Hassett
- Department of Anesthesiology, University of Michigan Medical School, Ann Arbor, MI, USA
| | - Zina Trost
- Department of Psychology, Texas A&M University, College Station, TX, USA
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Calderone A, Cardile D, De Luca R, Quartarone A, Corallo F, Calabrò RS. Cognitive, behavioral and psychiatric symptoms in patients with spinal cord injury: a scoping review. Front Psychiatry 2024; 15:1369714. [PMID: 38572000 PMCID: PMC10987747 DOI: 10.3389/fpsyt.2024.1369714] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/12/2024] [Accepted: 03/12/2024] [Indexed: 04/05/2024] Open
Abstract
Spinal Cord Injury (SCI) is a condition where the spinal cord is damaged and experiences partial or complete loss of motor and/or sensory function, which is typically less than normal. After SCI, patients may exhibit more severe psychiatric symptoms and experience cognitive impairments, including reduced speed and attention processing capacity, as well as difficulties with executive function and episodic memory retention. Among the behavioral and psychiatric symptoms, depression, anxiety, substance use disorder, and posttraumatic stress disorder are the most common. This review aims to investigate the cognitive, behavioral, or psychiatric symptoms of the patient with SCI and their influence on the rehabilitation process. Studies were identified from an online search of PubMed, Web of Science, Cochrane Library, and Embase databases. Studies published between 2013-2023 were selected. This review has been registered on OSF (n) 3KB2U. We have found that patients with SCI are at high risk of cognitive impairment and experience a wide range of difficulties, including tasks based on processing speed and executive function. This clinical population may experience adjustment disorders with depression and anxiety, as well as other psychiatric symptoms such as fatigue, stress, and suicidal ideation. This review has demonstrated that SCI patients may experience psychiatric symptoms and cognitive impairments that affect their functioning. At the same time, these patients may be more prone to various adjustment and mood disorders. Moreover, these two aspects may interact with each other, causing a range of symptoms, increasing the risk of hospitalization, and delaying the rehabilitation process.
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Affiliation(s)
- Andrea Calderone
- Department of Clinical and Experimental Medicine, University of Messina, Messina, Italy
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Xu S, Zhang Q, Zhou J. The mediting role of psychological resilience on the negative effect of pain in patients with rheumatoid arthritis: A cross-sectional study. PLoS One 2023; 18:e0295255. [PMID: 38039302 PMCID: PMC10691686 DOI: 10.1371/journal.pone.0295255] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2023] [Accepted: 11/18/2023] [Indexed: 12/03/2023] Open
Abstract
The objective of this study was to investigate the direct effects of pain-induced depression and anxiety, as well as the mediating role of psychological resilience, on the psychological distress associated with rheumatoid arthritis. The method involved a sample of 196 patients with rheumatoid arthritis and applied the Hospital Anxiety and Depression Scale, Connor-Davidson Resilience Scale, and visual analog scale for pain. Bivariate and path analyses were performed, and a multiple mediational model was utilized. Results showed that all correlations among study variables were significant (p < 0.01). A partial mediation effect of psychological resilience was observed, and direct effects among the variables (pain, psychological resilience, anxiety, and depression) were statistically significant, including the direct effect of psychological resilience on depression and anxiety. The indirect effects of pain through psychological resilience on depression and anxiety were also significant. Thus, the results suggest that psychological resilience partially mediates the effects of pain-induced anxiety and depression in patients with rheumatoid arthritis.
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Affiliation(s)
- Shuang Xu
- Department of Psychology, College of Humanities and Management, Guizhou University of Traditional Chinese Medicine, Guiyang, Guizhou, China
| | - Qiongyu Zhang
- Department of Rheumatology and Immunology, Second Affiliated Hospital of Guizhou University of Traditional Chinese Medicine, Guiyang, China
| | - Jiayan Zhou
- Department of Rheumatology and Immunology, Second Affiliated Hospital of Guizhou University of Traditional Chinese Medicine, Guiyang, China
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Usta Sağlam NG, Aksoy Poyraz C, Doğan D, Erhan B. Suicidal ideation, post-traumatic stress disorder, and depression in traumatic spinal cord injury: What resilience tells us. J Spinal Cord Med 2023; 46:309-316. [PMID: 35593735 PMCID: PMC9987751 DOI: 10.1080/10790268.2022.2039856] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/18/2022] Open
Abstract
OBJECTIVE Identification of unmet psychiatric needs, protective and risk factors for suicide are crucial for people with traumatic spinal cord injury (SCI). In this study, we aimed to explore depression, post-traumatic stress disorder (PTSD) status (non-PTSD, partial-PTSD, full-PTSD), resilience, suicidal ideation (SI) and to examine predictors and clinical correlates of current SI in traumatic SCI. METHOD Sixty-three individuals with traumatic SCI who were at least 3 months post-injury were included in the study. The participants were evaluated in terms of PTSD Checklist for Diagnostic and Statistical Manual of Mental Disorders, Fifth Edition (PCL-5), depression, SI, and resilience using the PCL-5, the Patient Health Questionnaire-9, the Brief Resilience Scale, and sociodemographic measures. RESULTS 33% of our sample (n = 21) had SI over the past two weeks. 71.4% of the patients with SI (n = 15) had depression. A total of 52.4% of the patients with SI (n = 11) were diagnosed with full PTSD. Resilience was found to be significantly lower in individuals with depression and individuals with SI. While depression predicted SI in traumatic SCI, resilience stands as a protective factor against SI. CONCLUSION SI is quite common in individuals with traumatic SCI and is accompanied by substantial psychiatric comorbidities such as depression and PTSD. Along with depression and PTSD, resilience - which has protective and predictive values and is inversely associated with SI - constitutes a significant psychotherapeutic intervention and screening area.
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Affiliation(s)
- Nazife Gamze Usta Sağlam
- Department of Psychiatry, University of Health Sciences, Erenköy Training and Research Hospital for Psychiatry and Neurological Diseases, Istanbul, Turkey
| | - Cana Aksoy Poyraz
- Department of Psychiatry, Istanbul University- Cerrahpaşa, Cerrahpasa Medical School, Istanbul, Turkey
| | - Deniz Doğan
- Physical Medicine and Rehabilitation Department, Gaziosmanpasa Training and Research Hospital, Istanbul, Turkey
| | - Belgin Erhan
- Physical Medicine and Rehabilitation Department, İstanbul Medeniyet University, School of Medicine, Istanbul, Turkey
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Dereli M, Kahraman T, France CR. Cross-Cultural Adaptation and Psychometric Validation of the Turkish Version of Pain Resilience Scale. Eval Health Prof 2022; 46:140-151. [PMID: 36148877 DOI: 10.1177/01632787221127377] [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: 11/17/2022]
Abstract
The Pain Resilience Scale (PRS) is a useful tool that evaluates behavioral engagement and adaptively regulates cognitions and emotions despite the pain. This study aimed to translate the PRS to Turkish and investigate its psychometric properties. The Turkish version of PRS was completed online by 332 healthy adults, and a subset of 105 respondents was re-assessed after 7-14 days. The reliability of the adapted measure was evaluated in terms of internal consistency, relative, and absolute test-retest reliability. Validity was evaluated in terms of structural, construct, and known-group validity using positive and negative psychological scales. The Turkish version of PRS has a three-factor structure and its cumulative variance is 78.06%. The total PRS score and its subscales correlated positively with pain self-efficacy, general resilience, and quality of life, and negatively with pain catastrophizing, kinesiophobia, anxiety, depression, and disability. The PRS scores were significantly higher in those with high general resilience (p < 0.001). The PRS had high internal consistency and test-retest reliability. Standard Error of Measurement (SEM) and Minimum Detectable Difference (MDD) were calculated as 2.9 and 8.0, respectively. The Turkish version of PRS is a reliable and valid instrument for measuring pain resilience in terms of behavioral perseverance and cognitive positivity.
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Affiliation(s)
- Muge Dereli
- Department of Therapy and Rehabilitation, Aydin Vocational School of Health Services, 52943Aydin Adnan Menderes University, Aydin, Turkey.,Department of Physiotherapy and Rehabilitation, Graduate School of Health Sciences, Izmir Katip Celebi University, Izmir, Turkey
| | - Turhan Kahraman
- Department of Physiotherapy and Rehabilitation, Faculty of Health Sciences, 226844Izmir Katip Celebi University, Izmir, Turkey
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Chng Z, Yeo JJ, Joshi A. Resilience as a protective factor in face of pain symptomatology, disability and psychological outcomes in adult chronic pain populations: a scoping review. Scand J Pain 2022; 23:228-250. [PMID: 35946872 DOI: 10.1515/sjpain-2021-0190] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2021] [Accepted: 06/28/2022] [Indexed: 11/15/2022]
Abstract
OBJECTIVES Patients suffering from chronic pain experience significant disability and disease burden. Resilience has been understood to be a protective factor in face of adversity, eventually contributing to positive outcomes. As such, the current review sought to summarize the existing literature focusing on the roles of resilience in relation to pain phenomenology, pain outcomes (including function and mental health), amongst relevant clinical correlates in a bid to promote holistic management of debilitating chronic pain conditions from a resilience-oriented psychotherapeutic approach as an adjunct to pharmacological treatment. METHODS A scoping review was conducted on empirical studies surrounding the theme of resilience in adult chronic pain populations published before 9th May 2021. The following main inclusion criteria was applied; (a) adults diagnosed with chronic pain disorders, (b) use of quantifiable pain measures, (c) use of quantifiable resilience measures. A total of 32 studies were then selected for the review. RESULTS First, higher levels of resilience were associated with a reduced likelihood of experiencing any chronic pain, fewer pain sites, better psychological response towards nociception and reduced need for analgesia. Second, higher levels of resilience correlated with better daily and physical function, quality of life, psychosocial functioning and lower likelihood of co-morbid mental health disorders. Third, resilience was an intermediary variable in the pathways from pain phenomenology leading to pain interference, depression and post-traumatic growth. CONCLUSIONS The findings were contextualized using pain-disability and resilience frameworks (The Pain and Disability Drivers Model, O'Leary's Resilience models) with suggestions to enhance resilience and contextual factors in the holistic management of adult chronic pain conditions. Future research should examine the differences in resilience between pain types as well as evaluate the efficacy of streamlined resilience-oriented interventions.
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Affiliation(s)
- Zanna Chng
- Yong Loo Lin School of Medicine, National University of Singapore, 1E Kent Ridge Road, Singapore, Singapore
| | - Jerry Jay Yeo
- Yong Loo Lin School of Medicine, National University of Singapore, 1E Kent Ridge Road, Singapore, Singapore
| | - Ashutosh Joshi
- Khoo Teck Puat Hospital, National Healthcare Group, 90 Yishun Central, Singapore, Singapore
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Resilience and mental health in individuals with spinal cord injury during the COVID-19 pandemic. Spinal Cord 2021; 59:1261-1267. [PMID: 34556819 PMCID: PMC8459146 DOI: 10.1038/s41393-021-00708-3] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2021] [Revised: 09/10/2021] [Accepted: 09/13/2021] [Indexed: 11/12/2022]
Abstract
Study design Cross-sectional, observational study. Objectives To understand how resilience, access to personal care attendants (PCAs) and medical supplies, and concerns about medical rationing, finances, and social isolation are related to overall and mental health in individuals with spinal cord injury (SCI) in the context of the COVID-19 pandemic. Setting Community dwelling adults (N = 187) with SCI. Methods Data were collected online between May 1, 2020 and August 31, 2020. Outcomes were overall and mental health, depression and anxiety symptoms, and quality of life (QoL). Predictors were resilience, access to PCAs and medical supplies, and concerns about medical rationing, finances, and social isolation. Results Incomplete injury, concern about medical rationing, medical supply disruption, and social isolation predicted a greater perceived impact of the pandemic on overall heath. Younger age, decreased resilience, and concern about medical rationing and social isolation predicted greater perceived impact of the pandemic on mental health. Decreased resilience and concern about medical rationing and finances predicted increased anxiety symptoms. Incomplete injury, believing that medical rationing was occurring, decreased resilience, and concern about finances and social isolation predicted increased depressive symptoms. Decreased resilience and concern about finances, medical rationing, and social isolation predicted lower QoL. Conclusions The negative effects of the pandemic on the overall and mental health of individuals with SCI may be ameliorated by resilience. In future crises, it may be beneficial to screen individuals for resilience so that those with decreased resilience are offered the appropriate resources to enhance resilience and improve overall wellbeing.
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Felix ER, Cardenas DD, Bryce TN, Charlifue S, Lee TK, MacIntyre B, Mulroy S, Taylor H. Prevalence and impact of neuropathic and non-neuropathic pain in chronic spinal cord injury. Arch Phys Med Rehabil 2021; 103:729-737. [PMID: 34343523 DOI: 10.1016/j.apmr.2021.06.022] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/31/2020] [Revised: 06/04/2021] [Accepted: 06/08/2021] [Indexed: 11/02/2022]
Abstract
OBJECTIVE Compare prevalence, intensity ratings, and interference ratings of neuropathic pain (NeuP) and nociceptive pain in people with chronic spinal cord injury (SCI) DESIGN: Cross-sectional survey SETTING: Six SCI Model System centers in the US PARTICIPANTS: Convenience sample of 391 individuals with traumatic SCI, aged 18 years or older, 81% male, 57% white INTERVENTIONS: Not applicable MAIN OUTCOME MEASURES: Survey based on the International Spinal Cord Injury Pain Basic Data Set (ISCIPBDS) and the Spinal Cord Injury Pain Instrument (SCIPI), including 0-10 numerical ratings of pain intensity and pain interference with daily activities, mood, and sleep RESULTS: 80% of those surveyed reported having at least one pain problem; 58% reported two or more pain problems; 56% had probable NeuP; and 49% had non-NeuP. When comparing ratings for all pains (n=354 for NeuP, n=290 for non-NeuP) across subjects, probable NeuPs were significantly more intense (6.9 vs. 5.7) and interfered more with activities (5.2 vs. 3.7), mood (4.9 vs. 3.2), and sleep (5.4 vs. 3.6) than non-NeuPs (all p<0.001). However, when comparing ratings for probable NeuPs and non-NeuPs within subjects, for the subgroup of 94 participants with both pain types, only ratings for sleep interference were found to be significantly different between the pain types . Additionally, we found significantly greater prevalence of NeuP and non-NeuP for women compared to men, and of NeuP for those with paraplegia compared to those with tetraplegia. CONCLUSIONS Independent assessment of the pain conditions experienced by an individual with SCI is useful in understanding the differential impact that pain type has on quality of life. This is particularly important with regard to sleep interference and should be kept in mind when determining treatment strategies for meeting patient-centered outcome goals.
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Affiliation(s)
- Elizabeth R Felix
- Department of Physical Medicine and Rehabilitation, University of Miami Miller School of Medicine, Miami, FL; Research Service, Miami Veterans Affairs Medical Center, Miami, FL.
| | - Diana D Cardenas
- Department of Physical Medicine and Rehabilitation, University of Miami Miller School of Medicine, Miami, FL
| | - Thomas N Bryce
- Department of Rehabilitation and Human Performance, Icahn School of Medicine at Mount Sinai, New York, NY
| | - Susan Charlifue
- SCI Research, Craig Hospital, Englewood, CO; Department of Physical Medicine and Rehabilitation, University of Colorado, Denver, CO
| | - Tae Kyong Lee
- Department of Public Health Sciences, University of Miami Miller School of Medicine, Miami, FL
| | | | - Sara Mulroy
- Pathokinesiology Laboratory, Rancho Los Amigos National Rehabilitation Center, Downey, CA
| | - Heather Taylor
- Department of Physical Medicine and Rehabilitation, The University of Texas Health Science Center at Houston, Houston, TX
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Abstract
OBJECTIVE Pain resilience, one's ability to maintain behavioral engagement and adaptively regulate cognitions and emotions despite intense or prolonged pain, has been shown to protect against negative pain-related outcomes in experimental settings. A weakness of this research, and much of experimental pain research in general, has been the lack of rationale behind the selection of noxious stimuli, which can activate different nociceptive fibers. The present study sought to determine if the relationship between pain resilience and pain ratings differed across stimuli based on the stimulated nociceptors. METHODS Healthy undergraduate students (N = 100; mean [SD] age = 19.4 [1.2] years; 60% female) completed the Pain Resilience Scale and provided continuous pain ratings during exposure to three different tasks, each selected based on their ability to stimulate specific combinations of nociceptive fibers: pinprick (Aδ fibers), cold water immersion (Aδ and C fibers), and ischemic tourniquet (C fibers). RESULTS Participants with high pain resilience reported lower pain ratings over time during cold water immersion than did those with low pain resilience (F(1, 39) = 8.526, p = .006); however, there was no relationship between pain resilience and pain ratings during either of the pinprick or ischemic tourniquet stimuli. CONCLUSIONS This study provides further support for the use of multiple pain stimuli for pain assessment given their unique characteristics and concludes that outcome variables aside from pain ratings may provide additional insight into the role of resilience on pain adaptation.
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Li C, DiPiro ND, Clark JMR, Krause JS. Mediating Effects of Pain Interference on the Relationships Between Pain Intensity and Probable Major Depression Among Participants With Spinal Cord Injury. Arch Phys Med Rehabil 2021; 103:747-754. [PMID: 34015347 DOI: 10.1016/j.apmr.2021.04.011] [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: 12/30/2020] [Revised: 03/31/2021] [Accepted: 04/02/2021] [Indexed: 11/29/2022]
Abstract
OBJECTIVE To evaluate whether pain interference mediates the relationship between pain intensity and probable major depression (PMD) among persons with spinal cord injury (SCI), accounting for differences in the frequency of prescription medication use and resilience. DESIGN Cross-sectional analysis using self-report assessment. SETTING Medical university in the Southeastern United States. PARTICIPANTS There were a total of 4670 participants (N=4670), all of whom had traumatic SCI of at least 1-year duration, identified from the Southeastern Regional SCI Model System and 2 state-based surveillance systems. INTERVENTIONS Not applicable. MAIN OUTCOME MEASURES The Patient Health Questionnaire-9 was used to define PMD. Covariates included demographic and injury characteristics, pain severity, pain interference, and resilience. Separate sets of multistage logistic regression analyses were conducted for 3 levels of prescription pain medication use (daily, occasional/weekly, none). RESULTS Pain intensity was related to a greater risk of PMD (odds ratio [OR]daily pain medication user, 1.28; 95% confidence interval [CI], 1.21-1.35; ORoccasional/weekly pain medication user, 1.26; 95% CI, 1.16-1.36; ORnonpain medication user, 1.44; 95% CI, 1.33-1.56), but this relationship disappeared after consideration of pain interference (ORdaily pain medication user, 0.97; 95% CI, 0.90-1.04; ORoccasional/weekly pain medication user, 0.94; 95% CI, 0.84-1.05; ORnonpain medication user, 1.07; 95% CI, 0.95-1.20), which indicates pain interference was a mediator between pain intensity and PMD and there was no direct relationship between pain intensity and PMD. Resilience was protective of PMD in each model but was not a mediator. CONCLUSIONS Although pain intensity was associated with PMD, the relationship was mediated by pain interference. Resilience was an important protective factor. Therefore, clinicians should assess pain interference when screening for PMD and direct treatment at reducing pain interference. Building resilience may further reduce the risk of PMD.
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Affiliation(s)
- Chao Li
- College of Health Professions, Medical University of South Carolina, Charleston, SC
| | - Nicole D DiPiro
- College of Health Professions, Medical University of South Carolina, Charleston, SC
| | - Jillian M R Clark
- College of Health Professions, Medical University of South Carolina, Charleston, SC; Center of Excellence for Stress and Mental Health, VA San Diego Healthcare System, San Diego, CA; Department of Psychiatry, University of California, San Diego, La Jolla, CA
| | - James S Krause
- College of Health Professions, Medical University of South Carolina, Charleston, SC.
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Lynskey SJ, Ling F, Greenberg AM, Penny-Dimri JC, Sutherland AG. The influence of patient resilience and health status on satisfaction after total hip and knee arthroplasty. Surgeon 2021; 19:8-14. [DOI: 10.1016/j.surge.2020.02.007] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2019] [Revised: 01/27/2020] [Accepted: 02/20/2020] [Indexed: 12/27/2022]
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Byra S. Associations between post-traumatic growth and wisdom in people with long-term paraplegia - the role of disability appraisals and participation. Disabil Rehabil 2021; 44:3510-3517. [PMID: 33417504 DOI: 10.1080/09638288.2020.1867903] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
PURPOSE The number of people with long-term spinal cord injury (SCI) is growing but our knowledge about their successful functioning is still limited. The goal of this study was to investigate the correlations between posttraumatic growth (PTG) and wisdom in people with long-term paraplegia, exploring the mediating effect of disability appraisals, and participation/autonomy (P/A). METHODS One-hundred and sixty-six persons with paraplegia completed a set of questionnaires, which included: The three-dimensional Wisdom Scale; The Post-traumatic Growth Inventory; Appraisals of Disability Primary and Secondary Scale; Impact on Participation and Autonomy Questionnaire. Mediation was tested using bootstrapping and a multiple mediation model with two mediators. RESULTS Positive and significant correlations between PTG, disability appraisals (as determined resilience), P/A, and wisdom were found. PTG is associated with wisdom when disability appraisals and P/A are mediators. Higher PTG was related to higher determined resilience and smaller restrictions in participation, both of which were associated with higher wisdom. CONCLUSIONS The relationship between PTG and wisdom is complex and indirect in people with long-term paraplegia. The mediating variables of disability appraisals and P/A explained the variance in PTG, with P/A playing a more significant role. Findings suggest that long-term SCI may correlate with experiencing high levels of PTG and wisdom, and more positive disability appraisals.Implications for rehabilitationPTG is associated with life wisdom in people with long-term SCI, with a significant contribution of disability appraisal and P/A.Therapists can increase these people's awareness about the possibility of experiencing PTG and maintaining positive changes, despite long-term SCI.Therapists can support people with long-term SCI in maintaining or extending the possibilities of participation and autonomous decision-making about their daily activities, which in consequence may be important for increasing their life wisdom.
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Affiliation(s)
- Stanisława Byra
- Faculty of Education and Psychology, Institute of Pedagogy, Maria Curie-Skłodowska University, Lublin, Poland
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Huh HJ, Kim KH, Lee HK, Jeong BR, Hwang JH, Chae JH. Perceived Stress, Positive Resources and Their Interactions as Possible Related Factors for Depressive Symptoms. Psychiatry Investig 2021; 18:59-68. [PMID: 33561930 PMCID: PMC7897868 DOI: 10.30773/pi.2020.0208] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/03/2020] [Accepted: 10/20/2020] [Indexed: 12/31/2022] Open
Abstract
OBJECTIVE The present study aimed to explore how the patterns of interaction between stress and positive resources differ according to the severity of depression and which resources play the most important role among the various positive resources. METHODS The study included 1,806 people who had visited a health screening center for a mental health check-up to evaluate the levels of perceived stress, positive resources, and depressive symptoms. The participants were divided into a depressive group (n=1,642, mean age 50.60, female 68%) and a non-depressive group (n=164, mean age 48.42, female 66.6%). We conducted hierarchical regression analyses and simple slope analyses to examine the interaction between perceived stress and positive resources. RESULTS The interaction between perceived stress and optimism was significantly associated with depression in non-depressive groups. In depressive groups, the interactions between five types of positive resources (optimism, purpose in life, self-control, social support and care) and perceived stress were all significantly related to depression. CONCLUSION Interventions that promote optimism can be helpful for preventing inevitable stress from leading to depression. A deficiency in positive resources may be a factor in aggravating depression in stressful situations for people reporting moderate to severe depressive symptoms.
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Affiliation(s)
- Hyu Jung Huh
- Department of Psychiatry, The Catholic University of Korea College of Medicine, Seoul, Republic of Korea
| | - Kyung Hee Kim
- Department of Psychology, The Catholic University of Korea College of Social Science, Bucheon, Republic of Korea
| | - Hee-Kyung Lee
- Department of Psychology, The Catholic University of Korea College of Social Science, Bucheon, Republic of Korea
| | - Bo Ram Jeong
- Catholic Emotion Research Laboratory, Catholic Biomedical Industrial Institute, Seoul, Republic of Korea
| | - Ji Hyun Hwang
- Catholic Emotion Research Laboratory, Catholic Biomedical Industrial Institute, Seoul, Republic of Korea
| | - Jeong-Ho Chae
- Department of Psychiatry, The Catholic University of Korea College of Medicine, Seoul, Republic of Korea.,Catholic Emotion Research Laboratory, Catholic Biomedical Industrial Institute, Seoul, Republic of Korea
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Bhattarai M, Jin Y, Smedema SM, Cadel KR, Baniya M. The relationships among self-efficacy, social support, resilience, and subjective well-being in persons with spinal cord injuries. J Adv Nurs 2020; 77:221-230. [PMID: 33009842 DOI: 10.1111/jan.14573] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2020] [Revised: 07/26/2020] [Accepted: 08/07/2020] [Indexed: 12/31/2022]
Abstract
AIMS To examine the contribution of self-efficacy, social support, and resilience to subjective well-being (SWB), to examine the mediating effect of resilience in the relationship between social support and SWB, and to investigate if marital status moderates the relationship between social support and SWB among people with spinal cord injuries (SCI). DESIGN A descriptive cross-sectional study, conducted from November 2017-January 2018. METHODS One hundred and two individuals with SCI were recruited from a rehabilitation center and a community setting in Nepal. SWB, self-efficacy, social support, resilience, demographics and injury-related information was collected using self-reported questionnaires. Hierarchical regression analysis, mediation analysis, and moderation analysis were performed in SPSS and R to test the hypotheses. RESULTS Self-efficacy, social support, and resilience uniquely explained 19% of the variance on SWB after controlling for demographic covariates. In the mediation analysis, resilience partially mediated the relationship between social support and SWB. In the moderation analysis, marital status moderated the relationship between resilience and SWB. CONCLUSION Subjective well-being of persons with SCI is associated with many factors. Interventions to strengthen self-efficacy, resilience, and social networks can be effective to enhance SWB. A stronger association between resilience and SWB among single participants reflects the need to provide specific considerations for persons with SCI who are single. Longitudinal and/or experimental studies are needed to further validate these findings. IMPACT This study identified external and internal factors contributing to SWB in persons with SCI. Self-efficacy, social support, and resilience were found to be significantly associated with SWB. Resilience acted as a mediator between social support and SWB. The relationship between resilience and SWB was stronger in single participants than married participants. The findings have potential implications in the field of nursing since nurses are one of the integral members of the SCI rehabilitation team.
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Affiliation(s)
- Muna Bhattarai
- Department of Rehabilitation Psychology & Special Education, University of Wisconsin-Madison, Madison, WI, USA
| | - Yuanyuan Jin
- School of Nursing, University of Wisconsin-Madison, Madison, WI, USA
| | - Susan Miller Smedema
- Department of Rehabilitation Psychology & Special Education, University of Wisconsin-Madison, Madison, WI, USA
| | - Kabita Raj Cadel
- Department of Psychology, Padma Kanya Multiple Campus, Kathmandu, Nepal
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Zhou X, Liu Z, Zhang W, Zhou L. Resilience is associated with post-stoke depression in Chinese stroke survivors: A longitudinal study. J Affect Disord 2020; 273:402-409. [PMID: 32560935 DOI: 10.1016/j.jad.2020.04.042] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/30/2018] [Revised: 01/28/2020] [Accepted: 04/26/2020] [Indexed: 11/18/2022]
Abstract
BACKGROUND Optimal strategies for prevention and treatment for post-stroke depression (PSD) remain unclear and a greater understanding of effect of resilience on PSD is promising. The aim was to examine the association between baseline resilience and depression at 1, 3, and 6 months after discharge, which contributes to early detection and management of PSD. METHODS A total of 217 ischemic stroke survivors were recruited in two tertiary hospitals in Shanghai, China from February 2017 to January 2018. The Chinese version of Connor-Davidson Resilience Scale (CD-RISC) was used to assess resilience at acute hospitalization. Hospital Anxiety and Depression Scale (HADS) was employed to ascertain baseline anxiety, baseline depression, and post-discharge depression. Social-demographic and disease-related information were obtained from participants' self-report and medical records. Logistic regression analysis was used to determine which factors were independently associated with PSD. RESULTS The prevalence of depression at baseline was 21.2% and at 1, 3, and 6 months after discharge was 34.4%, 33.2%, and 29.2%, respectively. Logistics regression analyses indicated that resilience may independently predict PSD at 1 month (OR: 0.22, 95%CI: 0.097, 0.518), 3 months (OR:0.302, 95%CI: 0.151, 0.607), and 6 months (OR: 0.03, 95%CI: 0.006, 0.153) after controlling for social-demographics, disease-related characteristics, baseline anxiety, and baseline depression. LIMITATIONS Non-multicenter survey and mild stroke severity may affect the generalization of these findings. Moreover, response bias should be acknowledged because some participants were read questionnaires out aloud. CONCLUSION Resilience is independently associated with PSD at different timepoints. Our findings reveal the important role of resilience as a protective factor against PSD.
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Affiliation(s)
- Xuan Zhou
- Nursing Department, Zhongshan Hospital Fudan University, 180 Fenglin Road, Xuhui District, Shanghai, 200032, China; Clinical Nursing Department, School of Nursing, Second Military Medical University, 800 Xiang Yin Road, Yangpu District, Shanghai, 200433, China
| | - Zhihui Liu
- Clinical Nursing Department, School of Nursing, Second Military Medical University, 800 Xiang Yin Road, Yangpu District, Shanghai, 200433, China
| | - Wei Zhang
- Clinical Nursing Department, School of Nursing, Second Military Medical University, 800 Xiang Yin Road, Yangpu District, Shanghai, 200433, China
| | - Lanshu Zhou
- Clinical Nursing Department, School of Nursing, Second Military Medical University, 800 Xiang Yin Road, Yangpu District, Shanghai, 200433, China.
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Bhattarai M, Smedema SM, Maneewat K. An Integrative Review of Factors Associated With Resilience Post-Spinal Cord Injury. REHABILITATION COUNSELING BULLETIN 2020. [DOI: 10.1177/0034355220938429] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
This study aimed to analyze factors associated with resilience among persons with spinal cord injury (SCI). An integrative review was conducted. Electronic databases including PubMed, ProQuest, Cumulative Index of Nursing and Allied Health Literature, and Web of Science were searched using relevant search terms and keywords. A total of two qualitative and nine quantitative studies were included in the review. Psychosocial factors such as social support, self-efficacy, spirituality, post-traumatic growth, life satisfaction, adaptive coping strategies, psychological strength, and being a role model were associated with higher resilience. Stress, anxiety, depression, external locus of control, and attachment avoidance correlated with lower resilience. Inconsistent results were reported for demographic and injury-related variables such as the age of the participants, gender, pain, and functional independence. The integrative review reported a number of factors associated with resilience in people with SCI. Rehabilitation counselors working with this population can design rehabilitation interventions targeting these variables to enhance the resilience of people with SCI. Consideration of cultural and contextual influences on resilience, as well as the design of effective interventions, are important directions for future research.
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Narratives of long-term resilience: two cases of women aging with spinal cord injury. Spinal Cord Ser Cases 2020; 6:23. [PMID: 32303683 DOI: 10.1038/s41394-020-0267-8] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2019] [Revised: 03/17/2020] [Accepted: 03/18/2020] [Indexed: 11/08/2022] Open
Abstract
INTRODUCTION Spinal cord injury (SCI) is a life-changing event that drastically affects a person's sense of identity, ability to participate, and quality of life (QOL). Researchers studying the coping process have often focused on identifying maladaptive behaviors and barriers, and less on positive psychology approaches emphasizing individual strengths. More recently, positive psychology constructs, such as resilience, have received greater attention from SCI researchers. Early and ongoing recognition of resilience in patients with SCI may provide important information to clinicians about adjustment and long-term management. Our purpose is to document patterns and indicators of resilience, using a narrative approach, during various stages of adjustment following SCI. CASE PRESENTATIONS Narrative case presentations are deriving from in-depth qualitative interviews with two women aged 63 and 52, living with SCI. Both had complete motor neurological injuries that incurred at 27 and 35 years, respectively. Each woman was interviewed twice, approximately 10 years apart (age 63 and 52, and age 54 and 42). Each demonstrated high levels of resilience through evolving roles of family and caregivers, inner personal strength, and participation in their respective communities. We highlight differences, similarities, and evolution of resilience factors in and between each case. DISCUSSION These cases illustrate examples of long-term resilience, adding richness to the resilience construct. Results provide knowledge that can be used to target rehabilitation interventions toward successful coping styles. In sharing these cases, we hope to assist clinicians and researchers to better recognize patterns of resilience in their own patients and study participants.
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Dirlikov B, Lavoie S, Shem K. Correlation between thyroid function, testosterone levels, and depressive symptoms in females with spinal cord injury. Spinal Cord Ser Cases 2019; 5:61. [PMID: 31632719 PMCID: PMC6786294 DOI: 10.1038/s41394-019-0203-y] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2018] [Revised: 05/03/2019] [Accepted: 05/05/2019] [Indexed: 11/30/2022] Open
Abstract
Study Design Prospective case series. Objective Investigate the association of testosterone and thyroid-stimulating hormone (TSH) levels with depressive symptoms in women after spinal cord injury (SCI). Setting Community SCI clinic. Methods Twenty-seven participants were enrolled in this study. Total testosterone (Total T) and TSH levels as well as the Center for Epidemiological Studies Depression Scale (CES-D) survey and monthly sexual activity were obtained from only 20 participants. Pearson's correlations were used to assess the relationship between age, time from injury, Total T level, TSH level, and CES-D total score. Follow-up analyses investigating the role of monthly sexual activity was also explored. Results Participants' average age and time from injury was 44.4 ± 12.7 years old and 11.7 ± 8.89 years, respectively. Low Total T was observed in four participants and one of those participant's presented with low TSH as well. Nine women were classified as "at risk for clinical depression" on the CES-D (total score >15). Pearson's correlations revealed a significant association between time from injury and TSH (r = .536, p = .015), as well as CES-D total score (r = -.547, p = .013). Total T was associated with CES-D total score (ρ = -.541, p = .02). Conclusions This study provides preliminary results on abnormal hormone levels and depressive symptoms in women after SCI. Twenty percent of this sample presented with low Total T, which was associated with increased depressive symptoms after accounting for time from injury. Further research is needed to investigate the impact of SCI on hormone function and mental health in women post SCI. Sponsorship Sally Rynne National Association of Women's Health Quality Award 2002.
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Affiliation(s)
- Benjamin Dirlikov
- 1Rehabilitation Research Center, Santa Clara Valley Medical Center, San Jose, CA USA
| | - Sarah Lavoie
- 1Rehabilitation Research Center, Santa Clara Valley Medical Center, San Jose, CA USA
| | - Kazuko Shem
- 1Rehabilitation Research Center, Santa Clara Valley Medical Center, San Jose, CA USA
- 2Department of Physical Medicine and Rehabilitation, Santa Clara Valley Medical Center, San Jose, CA USA
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Brakel K, Hook MA. SCI and depression: Does inflammation commandeer the brain? Exp Neurol 2019; 320:112977. [PMID: 31203113 DOI: 10.1016/j.expneurol.2019.112977] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2019] [Revised: 05/29/2019] [Accepted: 06/12/2019] [Indexed: 12/11/2022]
Abstract
The incidence of depression is almost twice as high in the spinally injured population compared to the general population. While this incidence has long been attributed to the psychological, economic, and social burdens that accompany spinal cord injury (SCI), data from animal studies indicate that the biology of SCI may play an important role in the development of depression. Inflammation has been shown to impact stress response in rodents and humans, and inflammatory cytokines have been associated with depression for decades. The inflammation inherent to SCI may disrupt necessary mechanisms of mental homeostasis, such as serotonin production, dopamine production, and the hypothalamic pituitary adrenal axis. Additionally, gut dysbiosis that occurs after SCI can exacerbate inflammation and may cause further mood and behavior changes. These mediators combined may significantly contribute to the rise in depression seen after SCI. Currently, there are no therapies specific to depression after SCI. Elucidation of the molecular pathways that contribute to SCI-specific depression is crucial for the understanding of this disease and its potential treatments.
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Affiliation(s)
- Kiralyn Brakel
- School of Medicine, Department of Neuroscience and Experimental Therapeutics, Texas A&M University, Medical Research and Education Building, Ste. 1005, 8447 Riverside Pkwy, Bryan, TX 77807, United States; Texas A&M Institute of Neuroscience, Texas A&M University, Interdisciplinary Life Sciences Building, Rm 3148, 3474 College Station, TAMU, TX, United States.
| | - Michelle A Hook
- School of Medicine, Department of Neuroscience and Experimental Therapeutics, Texas A&M University, Medical Research and Education Building, Ste. 1005, 8447 Riverside Pkwy, Bryan, TX 77807, United States; Texas A&M Institute of Neuroscience, Texas A&M University, Interdisciplinary Life Sciences Building, Rm 3148, 3474 College Station, TAMU, TX, United States
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Abstract
Purpose: This study examined the extent to which resilience is associated with well-being outcomes after traumatic brain injury, and whether those relationships are independent of global personality traits, such as affectivity.Materials and methods: Sixty-seven adults with complicated-mild to severe traumatic brain injury participated. Measures included the Connor-Davidson Resilience Scale, Modified Cumulative Illness Rating Scale, Disability Rating Scale, SF-12 Health Survey, Satisfaction with Life Scale, and Community Integration Measure.Results: Objective physical health and disability showed modest relation to resilience, indicating that adverse health conditions and disability decreased with increasing resilience. The three measures of subjective well-being showed modest-to-strong positive relation to resilience. These correlations between resilience and well-being generally remained significant after accounting for negative and positive affectivity. Results also suggest that the influence of resilience on well-being has a threshold effect: a greater influence on outcome among people with low or inadequate resilience than among people with average or high resilience.Conclusion: The experience of brain injury does not diminish the positive influence resilience may have on long-term well-being. Resilience may function as a buffer to trauma even in the challenging context of cognitive insult. Routine assessment of resilience might be beneficial to the rehabilitation team.Implications for rehabilitationResilience is positively associated with subjective and objective well-being among adults with moderate-to-severe traumatic brain injury, and it appears to function among adults with traumatic brain injury similarly to adults without cognitive disabilities.Resilience overlaps with overarching trait personality constructs such as affectivity; yet, it has unique characteristics and unique value in understanding well-being.The adverse effects of low resilience show stronger influence on well-being than do the positive effects of high resilience.Routine assessment of resilience might be beneficial to the rehabilitation team in understanding patients and their families, especially in discharge planning, where beliefs about personal capabilities to rebound from adversity shape likely future behavior.
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Affiliation(s)
- Lisa J Rapport
- Department of Psychology, Wayne State University, Detroit, Michigan, USA
| | - Christina G Wong
- Department of Psychology, Wayne State University, Detroit, Michigan, USA
| | - Robin A Hanks
- Department of Physical Medicine and Rehabilitation, Wayne State University, Detroit, Michigan, USA
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Silvestri J. Shoulder Preservation in Spinal Cord Injury: One Clinic’s Approach to Treatment and Prevention. CURRENT PHYSICAL MEDICINE AND REHABILITATION REPORTS 2018. [DOI: 10.1007/s40141-018-0190-0] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/02/2023]
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Bhattarai M, Maneewat K, Sae-Sia W. Psychosocial factors affecting resilience in Nepalese individuals with earthquake-related spinal cord injury: a cross-sectional study. BMC Psychiatry 2018; 18:60. [PMID: 29499688 PMCID: PMC5833058 DOI: 10.1186/s12888-018-1640-z] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/30/2017] [Accepted: 02/26/2018] [Indexed: 02/06/2023] Open
Abstract
BACKGROUND One of many types of injuries following an earthquake is spinal cord injury (SCI) which is a life-long medically complex injury and high-cost health problem. Despite several negative consequences, some persons with SCI are resilient enough to achieve positive adjustment, greater acceptance, and better quality of life. Since resilience is influenced by several factors and can vary by context, it is beneficial to explore factors that affect the resilience of people who sustained spinal cord injury from the 2015 earthquake in Nepal. METHODS A descriptive cross-sectional study included 82 participants from the Spinal Injury Rehabilitation Center and communities in Nepal. Participants completed the Demographic and Injury-related Questionnaire, Connor-Davidson Resilience Scale, Multidimensional Scale of Perceived Social Support, Moorong Self-efficacy Scale, Intrinsic Spirituality Scale, and Patient Health Questionnaire-9. Pearson's correlation and point biserial correlation analyses were performed to examine associations between resilience and independent variables. A hierarchical regression analysis was used to identify the influence of certain factors. RESULTS Findings indicated significant associations between resilience and social support (r = 0.42, p < 0.001), self-efficacy (r = 0.53, p < 0.001), depressive mood (r = - 0.50, p < 0.001) and demographic variables which included sex (r = 0.47, p < 0.001), employment (r = 0.27, p = 0.016), and current living location (r = 0.24, p = 0.029). There was a non-significant association between resilience and spirituality (r = - 0.12, p > 0.05). In hierarchical regression analysis, an overall regression model explained 46% of the variance in resilience. Self-efficacy (β = 0.28, p = 0.007) and depressive mood (β = - 0.24, p = 0.016) significantly determined resilience after controlling the effect of demographic variables. Among the demographic factors, being male significantly explained the variance in resilience (β = 0.31, p = 0.001). CONCLUSIONS Multiple psychosocial and demographic factors were associated with resilience in people who sustained an earthquake-related SCI. Mental health professionals should demonstrate concern and consider such factors in allocating care in this group. Development of intervention research concerning resilience is recommended to strengthen resilience in order to improve rehabilitation outcomes and enhance reintegration of individuals with SCI into their communities.
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Affiliation(s)
| | - Khomapak Maneewat
- Faculty of Nursing, Prince of Songkla University, Hat Yai, Songkhla Thailand
| | - Wipa Sae-Sia
- Faculty of Nursing, Prince of Songkla University, Hat Yai, Songkhla Thailand
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Wang Y, Xie H, Zhao X. Psychological morbidities and positive psychological outcomes in people with traumatic spinal cord injury in Mainland China. Spinal Cord 2018; 56:704-711. [PMID: 29426946 DOI: 10.1038/s41393-017-0044-0] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2017] [Revised: 11/14/2017] [Accepted: 11/14/2017] [Indexed: 01/03/2023]
Abstract
STUDY DESIGN Cross-sectional survey. OBJECTIVES To explore the prevalences of three psychological morbidities (posttraumatic stress disorder, anxiety, and depression) and two positive psychological outcomes (resilience and posttraumatic growth) in people with spinal cord injury (SCI). To examine the relationships between the five aforementioned variables and to determine the predictors of the three psychological morbidities. SETTING Shanghai Sunshine Rehabilitation Center, Mainland China. METHODS Participants included 300 adults with SCI in one rehabilitation center in Shanghai. Standardized self-report measures were used. Sociodemographic, injury, and psychological variables were assessed. Descriptive analyses were used to calculate the prevalences of five psychological outcome variables. Pearson correlation analyses were conducted to examine the relationships between the five psychological variables and regression analyses were conducted to determine the predictors of posttraumatic stress disorder (PTSD), anxiety, and depression. RESULTS Of the 300 respondents, 35%, 29%, and 27% exceeded the clinical cutoff score for PTSD, anxiety, and depression, respectively. About 32% reported good resilience, and 51% reported moderate to high levels of posttraumatic growth (PTG). Three psychological morbidities showed positive correlations between each other while significant negative relationships with the resilience and PTG. Hierarchical regressions indicated that both the extent of environmental barriers and resilience were the significant predictors of PTSD, anxiety, and depression. CONCLUSION High prevalences of psychological morbidities were found in the SCI population in Mainland China. They should be identified and intervened early in the rehabilitation process. Some positive psychological techniques that focus on increasing resilience and promoting PTG would likely be beneficial for the SCI population.
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Affiliation(s)
- Yanbo Wang
- Department of Psychosomatic Medicine, Shanghai East Hospital, Tongji University School of Medicine, Shanghai, China.
| | - Haixia Xie
- Department of Occupational and Social Rehabilitation, Sunshine Rehabilitation Center, Shanghai, China
| | - Xudong Zhao
- Department of Psychosomatic Medicine, Shanghai East Hospital, Tongji University School of Medicine, Shanghai, China.
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Hemington KS, Cheng JC, Bosma RL, Rogachov A, Kim JA, Davis KD. Beyond Negative Pain-Related Psychological Factors: Resilience Is Related to Lower Pain Affect in Healthy Adults. THE JOURNAL OF PAIN 2017; 18:1117-1128. [DOI: 10.1016/j.jpain.2017.04.009] [Citation(s) in RCA: 30] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/15/2017] [Revised: 04/21/2017] [Accepted: 04/25/2017] [Indexed: 11/29/2022]
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Determinants of resilience among people who sustained spinal cord injury from the 2015 earthquake in Nepal. Spinal Cord 2017; 56:78-83. [PMID: 28809391 DOI: 10.1038/sc.2017.93] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2017] [Revised: 06/14/2017] [Accepted: 07/12/2017] [Indexed: 11/08/2022]
Abstract
STUDY DESIGN Cross-sectional study. OBJECTIVES To assess the level of resilience, compare resilience by demographic and injury-related characteristics, and identify significant determinants of resilience in Nepalese people who sustained spinal cord injury (SCI) from the 2015 earthquake. SETTING Spinal Injury Rehabilitation Center, Kavre and 14 communities in Nepal. METHODS Eighty-two participants were included using a convenience sampling technique. A demographic and injury-related questionnaire was used to identify the characteristics of the participants. The Connor-Davidson Resilience Scale was used to measure resilience. Linear regression analysis was performed to determine the demographic and injury-related factors that contribute to resilience. RESULTS Almost 54% of the participants had low level of resilience. Independent samples t-tests and ANOVA showed that participants with higher resilience outcome were more likely to be male, employed, paraplegic level of injury and pain free. The regression analysis revealed that only gender was a unique determinant of resilience (β=0.38, t=3.40, P=0.001) in Nepalese with earthquake-related SCI. CONCLUSION More than half of Nepalese who sustained SCI from the 2015 earthquake in Nepal had not achieved a high level of resilience 2 years later. Gender was a significant determinant of resilience. The results highlighted the importance of providing appropriate intervention and allocating continuing support to the Nepalese people with SCI. A further longitudinal study is recommended to determine predictive factors of the dynamic nature of resilience.
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Liu L, Xu X, Xu N, Wang L. Disease activity, resilience and health-related quality of life in Chinese patients with rheumatoid arthritis: a multi-center, cross-sectional study. Health Qual Life Outcomes 2017; 15:149. [PMID: 28738816 PMCID: PMC5525274 DOI: 10.1186/s12955-017-0725-6] [Citation(s) in RCA: 31] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2017] [Accepted: 07/19/2017] [Indexed: 02/05/2023] Open
Abstract
Background Positive psychological constructs that can moderate or mediate the negative impact of disease activity on health-related quality of life (HRQOL) in patients with rheumatoid arthritis (RA) have not been explored widely. This study aimed to assess the associations of disease activity, resilience with HRQOL and the moderating and mediating roles of resilience among Chinese RA patients. Methods A multi-center, cross-sectional study was conducted in RA inpatients in northeast of China. A total 298 subjects completed the Medical Outcomes Study 36-item Short-Form Health Survey (SF-36) and Ego-Resiliency Scale (ERS) to measure HRQOL and resilience. For the SF-36, physical function, physical role limitation, bodily pain and general health perception are gathered into physical component summary (PCS), while vitality, social functioning, emotional role limitation and mental health are gathered into mental component summary (MCS). Disease activity was evaluated by the Disease Activity Score 28-C-reactive protein (DAS28-CRP). Hierarchical regression analysis was applied to examine the associations of disease activity, resilience and the disease activity*resilience interaction with PCS and MCS, respectively. Asymptotic and resampling strategies were utilized to examine the mediating role of resilience. Results The mean scores of PCS and MCS were 40.67 and 59.14, respectively. Disease activity was negatively associated with both PCS and MCS, and resilience was only positively associated with MCS. The disease activity*resilience interaction term were significantly associated with MCS (β = 0.144, P = 0.003). The associations between disease activity and MCS were gradually reduced in low (1 SD below the mean, β = −0.369, P < 0.001), mean (β = −0.218, P < 0.001) and high (1 SD above the mean, β = −0.068, P = 0.369) groups of resilience. Resilience acted as a partial mediator in the disease activity-MCS association (effect size was −0.085, BCa 95% CI: −0.159, −0.028). Conclusions Disease activity was negatively associated with both physical and mental HRQOL, and resilience was only positively associated with mental HRQOL. Resilience could attenuate and mediate the association between disease activity and mental HRQOL. In addition to controlling disease activity, targeted intervention strategies designed for resilience should be strengthened to improve the HRQOL of this population.
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Affiliation(s)
- Li Liu
- Department of Social Medicine, School of Public Health, China Medical University, No.77 Puhe Road, Shenyang North New Area, Shenyang, Liaoning, 110122, People's Republic of China
| | - Xin Xu
- Department of Clinical Epidemiology, Shengjing Hospital of China Medical University, No.36 Sanhao Street, Heping District, Shenyang, Liaoning, 110004, People's Republic of China
| | - Neili Xu
- Department of Rheumatology, Shengjing Hospital of China Medical University, No.36 Sanhao Street, Heping District, Shenyang, Liaoning, 110004, People's Republic of China
| | - Lie Wang
- Department of Social Medicine, School of Public Health, China Medical University, No.77 Puhe Road, Shenyang North New Area, Shenyang, Liaoning, 110122, People's Republic of China.
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Curtis K, Hitzig SL, Bechsgaard G, Stoliker C, Alton C, Saunders N, Leong N, Katz J. Evaluation of a specialized yoga program for persons with a spinal cord injury: a pilot randomized controlled trial. J Pain Res 2017; 10:999-1017. [PMID: 28496356 PMCID: PMC5422575 DOI: 10.2147/jpr.s130530] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/22/2023] Open
Abstract
Objectives The purpose of this randomized controlled trial was to evaluate the effects of a specialized yoga program for individuals with a spinal cord injury (SCI) on pain, psychological, and mindfulness variables. Materials and methods Participants with SCI (n=23) were outpatients or community members affiliated with a rehabilitation hospital. Participants were randomized to an Iyengar yoga (IY; n=11) group or to a 6-week wait-list control (WLC; n=12) group. The IY group participated in a twice-weekly 6-week seated IY program; the WLC group participated in the same yoga program, after the IY group’s yoga program had ended. Pain, psychological, and mindfulness measures were collected at two time points for both groups (within 1–2 weeks before and after program 1 and at a third time point for the WLC group (within 1 week after program 2). Results Linear mixed-effect growth models were conducted to evaluate the main effects of group at T2 (postintervention), controlling for T1 (preintervention) scores. T2 depression scores were lower (F1,18=6.1, P<0.05) and T2 self-compassion scores higher (F1,18=6.57, P< 0.05) in the IY group compared to the WLC group. To increase sample size and power, the two groups were combined and analyzed across time by comparing pre- and postintervention scores. Main effects of time were found for depression scores, (F1,14.83=6.62, P<0.05), self-compassion, (F1,16.6=4.49, P<0.05), mindfulness (F1,16.79=5.42, P<0.05), mindful observing (F1,19.82=5.06, P<0.05), and mindful nonreactivity, (F1,16.53=4.92, P<0.05), all showing improvement after the intervention. Discussion The results indicated that a specialized 6-week yoga intervention reduced depressive symptoms and increased self-compassion in individuals with SCI, and may also have fostered greater mindfulness.
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Affiliation(s)
- Kathryn Curtis
- Department of Psychology, Faculty of Health, York University
| | - Sander L Hitzig
- St John's Rehab Research Program, Sunnybrook Research Institute, Sunnybrook Health Sciences Centre.,Lyndhurst Centre, Toronto Rehabilitation Institute, University Health Network
| | | | | | - Charlene Alton
- Lyndhurst Centre, Toronto Rehabilitation Institute, University Health Network
| | - Nicole Saunders
- Lyndhurst Centre, Toronto Rehabilitation Institute, University Health Network
| | - Nicole Leong
- Community Care Access Centre, London, ON, Canada
| | - Joel Katz
- Department of Psychology, Faculty of Health, York University
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The effect of resilience on task persistence and performance during repeated exposure to heat pain. J Behav Med 2017; 40:894-901. [PMID: 28434173 DOI: 10.1007/s10865-017-9854-y] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2016] [Accepted: 04/19/2017] [Indexed: 01/07/2023]
Abstract
The Pain Resilience Scale was recently developed to assess dimensions of resilience critical to pain-related adaptation and was found to predict experimental pain sensitivity in a pain-free population. Pain resilience has also been theoretically linked to behavioral persistence despite pain. To date, however, this hypothesis has not been experimentally tested. To address this gap in the literature, in the current study 105 healthy young adults underwent a baseline administration of the Paced Auditory Serial Addition Test (PASAT), a stressful mental arithmetic task, delivered with somatosensory distraction (i.e. detection of warm and cool thresholds), and finally simultaneous administration of the PASAT and a series of five heat pain threshold assessments. Results of hierarchical multiple linear regressions indicated that, after controlling for scores on a baseline PASAT and pain sensitivity, pain resilience was positively related to task persistence, B = 0.12, p = 0.04, and task performance, B = 0.14, p = 0.04, on the PASAT. These findings provide novel support for the relationship between pain resilience and behavioral perseverance.
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Ankawi B, Slepian PM, Himawan LK, France CR. Validation of the Pain Resilience Scale in a Chronic Pain Sample. THE JOURNAL OF PAIN 2017; 18:984-993. [PMID: 28428092 DOI: 10.1016/j.jpain.2017.03.013] [Citation(s) in RCA: 33] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/19/2016] [Revised: 03/23/2017] [Accepted: 03/28/2017] [Indexed: 10/19/2022]
Abstract
Psychosocial factors that protect against negative outcomes for individuals with chronic pain have received increased attention in recent years. Pain resilience, or the ability to maintain behavioral engagement and regulate emotions as well as cognitions despite prolonged or intense pain, is one such factor. A measure of pain-specific resilience, the Pain Resilience Scale, was previously identified as a better predictor of acute pain tolerance than general resilience. The present study sought to validate this measure in a chronic pain sample, while also furthering understanding of the role of pain resilience compared with other protective factors. Participants with chronic pain completed online questionnaires to assess factors related to positive pain outcomes, pain vulnerability, pain intensity, and quality of life. A confirmatory factor analysis confirmed the 2-factor structure of the Pain Resilience Scale previously observed among respondents without chronic pain, although one item from each subscale was dropped in the final version. For this chronic pain sample, structural equation modeling showed that pain resilience contributes unique variance to a model including pain acceptance and pain self-efficacy in predicting quality of life and pain intensity. Further, pain resilience was a better fit in this model than general resilience, strengthening the argument for assessing pain resilience over general resilience. PERSPECTIVE A modified version of the Pain Resilience Scale retained the original factor structure when tested in a chronic pain sample. Construct validity was supported by expected relationships with pain-related protective and vulnerability measures. Further, a model including positive pain constructs showed that pain resilience accounts for unique variability when predicting quality of life and pain intensity.
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Affiliation(s)
- Brett Ankawi
- Department of Psychology, Ohio University, Athens, Ohio
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Chang LY, Wu SY, Chiang CE, Tsai PS. Depression and self-care maintenance in patients with heart failure: A moderated mediation model of self-care confidence and resilience. Eur J Cardiovasc Nurs 2017; 16:435-443. [PMID: 28059552 DOI: 10.1177/1474515116687179] [Citation(s) in RCA: 45] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
Abstract
BACKGROUND Despite the recognition of the negative effects of depressive symptoms on self-care confidence and self-care maintenance in patients with heart failure, little is known about the moderating role of resilience underlying these relations. AIMS To explore whether depressive symptoms affect self-care maintenance through self-care confidence and whether this mediating process was moderated by resilience. METHODS The sample comprised 201 community-dwelling and medically stable patients with echocardiographically documented heart failure. A moderated mediation model was conducted to test whether self-care confidence mediated the association between depressive symptoms and self-care maintenance, and whether resilience moderated the direct and indirect effects of depressive symptoms after adjustment for covariates. RESULTS Depressive symptoms reduced self-care maintenance indirectly by decreasing self-care confidence (indirect effect: -0.22, 95% confidence interval: -0.36, -0.11), and this pathway was only significant for patients with moderate and high levels and not with low levels of resilience. Resilience also moderated the direct effects of depressive symptoms on self-care maintenance such that the negative association between depressive symptoms and self-care maintenance was reversed by the existence of high resilience. CONCLUSIONS Resilience moderated the direct and indirect effects of depressive symptoms through self-care confidence on self-care maintenance in heart failure patients. Efforts to improve self-care maintenance by targeting depressive symptoms may be more effective when considering self-care confidence in patients with moderate to high levels of resilience.
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Affiliation(s)
- Ling-Yin Chang
- 1 Institute of Population Health Sciences, National Health Research Institutes, Zhunan, Taiwan
| | - Shan-Ying Wu
- 2 Department of Nursing, Taipei Veterans General Hospital, Taiwan
| | - Chern-En Chiang
- 3 General Clinical Research Center and Division of Cardiology, Taipei Veterans General Hospital and National Yang-Ming University, Taiwan
| | - Pei-Shan Tsai
- 4 School of Nursing, College of Nursing, Taipei Medical University, Taiwan.,5 Sleep Research Center, Taipei Medical University Hospital, Taiwan.,6 Department of Nursing, Wan Fang Hospital, Taipei Medical University, Taiwan
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Widerström-Noga E, Anderson KD, Perez S, Hunter JP, Martinez-Arizala A, Adcock JP, Escalona M. Living With Chronic Pain After Spinal Cord Injury: A Mixed-Methods Study. Arch Phys Med Rehabil 2016; 98:856-865. [PMID: 27894730 DOI: 10.1016/j.apmr.2016.10.018] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2016] [Revised: 10/20/2016] [Accepted: 10/25/2016] [Indexed: 11/19/2022]
Abstract
OBJECTIVE To identify the relative importance of positive (facilitators) and negative (barriers) contributors to living with chronic pain after spinal cord injury (SCI). DESIGN Mixed-methods: (1) Qualitative (n=35): individual, semistructured, open-ended interviews identifying facilitator/barrier themes; (2) Quantitative (n=491): converting the most common themes into statements and quantifying agreement with these in an online survey to determine relative importance, underlying dimensions, and their associations with perceived difficulty in dealing with pain. SETTING University-based research setting and general community. PARTICIPANTS Volunteers (N=526) with SCI experiencing moderate to severe chronic pain. INTERVENTIONS Not applicable. MAIN OUTCOME MEASURES Interview guides, facilitator/barrier statements, and pain inventories. RESULTS Exploratory factor analyses reduced agreement ratings into 4 facilitators (information regarding pain and treatments, resilience, coping, medication use) and 5 barriers (poor health care communication, pain impact and limitations, poor communication about pain, difficult nature of pain, treatment concerns). Greater "pain impact and limitations," "difficult nature of pain," "poor communication from provider," lower "resilience," greater "medication use," and younger age predicted greater difficulty in dealing with pain (r=.75; F=69.02; P<.001). CONCLUSIONS This study revealed multiple facilitators and barriers to living with chronic pain after SCI. The principal barrier, "poor health care communication," indicated that consumers do not receive adequate information from their health care providers regarding pain. "Information regarding pain and treatments" had greater agreement scores and factor loadings than all other facilitators, indicating that most participants view provider-patient communication and educational efforts regarding pain and pain management as priorities and critical needs. Further initiatives in these areas are important for improving pain management post-SCI.
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Affiliation(s)
- Eva Widerström-Noga
- The Miami Project to Cure Paralysis, University of Miami, Miami, FL; Department of Neurological Surgery, Miller School of Medicine, University of Miami, Miami, FL; Bruce W. Carter Veterans Affairs Medical Center, Miami, FL.
| | - Kimberly D Anderson
- The Miami Project to Cure Paralysis, University of Miami, Miami, FL; Department of Neurological Surgery, Miller School of Medicine, University of Miami, Miami, FL; Bruce W. Carter Veterans Affairs Medical Center, Miami, FL
| | - Salomé Perez
- Bruce W. Carter Veterans Affairs Medical Center, Miami, FL
| | - Judith P Hunter
- Department of Physical Therapy, University of Toronto, Toronto, Ontario, Canada
| | - Alberto Martinez-Arizala
- The Miami Project to Cure Paralysis, University of Miami, Miami, FL; Department of Neurological Surgery, Miller School of Medicine, University of Miami, Miami, FL; Bruce W. Carter Veterans Affairs Medical Center, Miami, FL
| | - James P Adcock
- The Miami Project to Cure Paralysis, University of Miami, Miami, FL; Bruce W. Carter Veterans Affairs Medical Center, Miami, FL
| | - Maydelis Escalona
- The Miami Project to Cure Paralysis, University of Miami, Miami, FL; Bruce W. Carter Veterans Affairs Medical Center, Miami, FL
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Development and Initial Validation of the Pain Resilience Scale. THE JOURNAL OF PAIN 2016; 17:462-72. [DOI: 10.1016/j.jpain.2015.12.010] [Citation(s) in RCA: 47] [Impact Index Per Article: 5.9] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/30/2015] [Revised: 12/04/2015] [Accepted: 12/14/2015] [Indexed: 02/08/2023]
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Driver S, Warren AM, Reynolds M, Agtarap S, Hamilton R, Trost Z, Monden K. Identifying predictors of resilience at inpatient and 3-month post-spinal cord injury. J Spinal Cord Med 2016; 39:77-84. [PMID: 25297474 PMCID: PMC4725795 DOI: 10.1179/2045772314y.0000000270] [Citation(s) in RCA: 28] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/31/2022] Open
Abstract
OBJECTIVES To identify (1) changes in psychosocial factors, (2) relationships between psychosocial factors, and (3) significant predictors of resilience in adults with spinal cord injury (SCI) during inpatient rehabilitation and at 3-month post-discharge. DESIGN Cross sectional with convenience sample based on inclusion/exclusion criteria. SETTING Inpatient rehabilitation hospital and community-based follow-up. PARTICIPANTS Individuals with a SCI. INTERVENTIONS Not applicable. OUTCOME MEASURES Demographic, resilience, self-efficacy for managing a chronic health issue, depression, social roles/activity limitations, and pain. RESULTS The final sample consisted of 44 respondents (16 women and 28 men). Results of repeated measure analyses of variance indicated no significant changes in variables between inpatient and 3-month follow-up. Bivariate correlations revealed associations between resilience and self-efficacy at inpatient (r = 0.54, P < 0.001), and resilience and depression (r = -0.69, P < 0.001) and self-efficacy (r = 0.67, P < 0.001) at 3-month follow-up. Hierarchical regression analyses a significant model predicting resilience at inpatient stay (R = 0.61; adjusted R(2) = 0.24, P = 0.023), and at 3-month follow-up (R = 0.83; adjusted R(2) = 0.49, P = 0.022). Self-efficacy was the strongest predictor at inpatient stay (β = 0.46, P = 0.006) and depression was strongest at 3-month follow-up (β = -0.80, P = 0.007). CONCLUSION Results suggest that although resilience appears to be stable from inpatient to 3-month follow-up, different factors are stronger predictors of resilience across time. Based on current results, an assessment of self-efficacy during inpatient rehabilitation and an identification of depression at 3-month follow-up may be important factors to help identify those at risk of health issues overtime.
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Affiliation(s)
- Simon Driver
- Baylor Institute for Rehabilitation, Dallas, TX, USA,Correspondence to: Simon Driver, Baylor Institute for Rehabilitation, 909 N. Washington Avenue, Dallas, TX 75246, USA.
| | | | | | | | - Rita Hamilton
- Baylor Institute for Rehabilitation, Dallas, TX, USA
| | - Zina Trost
- University of North Texas, Denton, TX, USA
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Bertisch H, Kalpakjian CZ, Kisala PA, Tulsky DS. Measuring positive affect and well-being after spinal cord injury: Development and psychometric characteristics of the SCI-QOL Positive Affect and Well-being bank and short form. J Spinal Cord Med 2015; 38:356-65. [PMID: 26010970 PMCID: PMC4445026 DOI: 10.1179/2045772315y.0000000024] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/24/2023] Open
Abstract
OBJECTIVE To develop an item response theory (IRT)-calibrated spinal cord injury (SCI)-specific Positive Affect and Well-being (PAWB) item bank with flexible options for administration. DESIGN Qualitative feedback from patient and provider focus groups was used to expand on the Neurological Disorders and Quality of Life (Neuro-QOL) positive affect & well-being item bank for use in SCI. New items were created and revised based on expert review and patient feedback and were then field tested. Analyses included confirmatory factor analysis, graded response IRT modeling and evaluation of differential item functioning (DIF). SETTING We tested a 32-item pool at several rehabilitation centers across the United States, including the University of Michigan, Kessler Foundation, Rehabilitation Institute of Chicago, the University of Washington, Craig Hospital and the James J. Peters/Bronx Department of Veterans Affairs hospital. PARTICIPANTS A total of 717 individuals with SCI answered the PAWB questions. RESULTS A unidimensional model was observed (Confirmatory Fit Index=0.947; Root Mean Square Error of Approximation=0.094) and measurement precision was good (reliability in theta of -2.9 to 1.2 is roughly equivalent to classical reliability of 0.95 or above). Twelve items were flagged for DIF, however, after examination of effect sizes, the DIF was determined to be negligible and would have little practical impact on score estimates. The final calibrated item bank resulted in 28 retained items CONCLUSIONS This study indicates that the Spinal Cord Injury--Quality of Life PAWB bank represents a psychometrically robust measurement tool. Short form items are also suggested and a computer adaptive test is available.
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Affiliation(s)
- Hilary Bertisch
- Rusk Rehabilitation, New York University Langone Medical Center, New York, NY, USA
| | - Claire Z. Kalpakjian
- Department of Physical Medicine and Rehabilitation, University of Michigan Medical School, University of Michigan, Ann Arbor, MI, USA
| | - Pamela A. Kisala
- Department of Physical Therapy, University of Delaware, College of Health Sciences, Newark, DE, USA
| | - David S. Tulsky
- Correspondence to: David S. Tulsky, Professor and Director of the Center on Assessment Research and Translation, STAR Campus, University of Delaware, 540 S. College Ave, Newark, DE 19713, USA.
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