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1.
Psychoneuroendocrinology ; 167: 107088, 2024 Sep.
Article in English | MEDLINE | ID: mdl-38924829

ABSTRACT

BACKGROUND: Changes in NR3C1 and IGF2/H19 methylation patterns have been associated with behavioural and psychiatric outcomes. Maternal mental state has been associated with offspring NR3C1 promotor and IGF2/H19 imprinting control region (ICR) methylation patterns. However, there is a lack of prospective studies with long-term follow-up. METHODS: 52 mother-offspring pairs were studied from 12 to 22 weeks of pregnancy and offspring was followed-up until 28-29 years-of-age. During pregnancy, mothers filled in a Life Event Scale and a Daily Hassles Scale measuring perceived stress; i.e., appraisal or subjectively experienced severity of impact of important life events and of daily hassles in several life domains during pregnancy, respectively. Green space was quantified around the residence, using high-resolution (1 m2) map data. Saliva and blood samples were obtained from the adult offspring. Absolute DNA methylation levels were determined in blood and saliva on four NR3C1 amplicons, and one IGF2/H19 ICR amplicon using a bisulfite PCR and sequencing method. Linear mixed effect models were used to test the associations between perceived stress and green spaces during pregnancy, and adult offspring methylation patterns. RESULTS: We found associations between maternal perceived stress during pregnancy and methylation patterns on two out of the four NR3C1 amplicons, measured in blood, from offspring in adulthood, but not with IGF2/H19 methylation. For an interquartile-range (IQR) increase in maternal perceived life event or daily hassles stress scores, absolute methylation levels on several NR3C1 CpG sites were significantly changed (-1.62 % to +5.89 %, p<0.05). Maternal perceived stress scores were not associated with IGF2/H19 methylation, neither in blood nor in saliva. Maternal exposure to green spaces surrounding the residence during the pregnancy was associated with IGF2/H19 ICR methylation (-0.80 % to -1.04 %, p<0.05) in saliva, but not with NR3C1 promotor methylation. CONCLUSION: We observed significant long-term effects of maternal perceived stress during pregnancy on the methylation patterns of the NR3C1 promotor in offspring well into adulthood. This may imply that maternal psychological distress during pregnancy may influence the regulation of the HPA-axis well into adulthood. Additionally, maternal proximity to green spaces was associated with IGF2/H19 ICR methylation patterns, which is a novel finding.


Subject(s)
DNA Methylation , Insulin-Like Growth Factor II , Prenatal Exposure Delayed Effects , RNA, Long Noncoding , Receptors, Glucocorticoid , Stress, Psychological , Humans , Female , Pregnancy , DNA Methylation/genetics , Insulin-Like Growth Factor II/genetics , Insulin-Like Growth Factor II/metabolism , Pilot Projects , Stress, Psychological/genetics , Stress, Psychological/metabolism , Adult , Receptors, Glucocorticoid/genetics , Receptors, Glucocorticoid/metabolism , Prenatal Exposure Delayed Effects/genetics , Prenatal Exposure Delayed Effects/metabolism , Male , RNA, Long Noncoding/genetics , RNA, Long Noncoding/metabolism , Adult Children/psychology , Mothers/psychology , Promoter Regions, Genetic/genetics , Genomic Imprinting/genetics , Prospective Studies
2.
Eur Heart J Digit Health ; 5(3): 229-234, 2024 May.
Article in English | MEDLINE | ID: mdl-38774372

ABSTRACT

Aims: ICD codes are used for classification of hospitalizations. The codes are used for administrative, financial, and research purposes. It is known, however, that errors occur. Natural language processing (NLP) offers promising solutions for optimizing the process. To investigate methods for automatic classification of disease in unstructured medical records using NLP and to compare these to conventional ICD coding. Methods and results: Two datasets were used: the open-source Medical Information Mart for Intensive Care (MIMIC)-III dataset (n = 55.177) and a dataset from a hospital in Belgium (n = 12.706). Automated searches using NLP algorithms were performed for the diagnoses 'atrial fibrillation (AF)' and 'heart failure (HF)'. Four methods were used: rule-based search, logistic regression, term frequency-inverse document frequency (TF-IDF), Extreme Gradient Boosting (XGBoost), and Bio-Bidirectional Encoder Representations from Transformers (BioBERT). All algorithms were developed on the MIMIC-III dataset. The best performing algorithm was then deployed on the Belgian dataset. After preprocessing a total of 1438 reports was retained in the Belgian dataset. XGBoost on TF-IDF matrix resulted in an accuracy of 0.94 and 0.92 for AF and HF, respectively. There were 211 mismatches between algorithm and ICD codes. One hundred and three were due to a difference in data availability or differing definitions. In the remaining 108 mismatches, 70% were due to incorrect labelling by the algorithm and 30% were due to erroneous ICD coding (2% of total hospitalizations). Conclusion: A newly developed NLP algorithm attained a high accuracy for classifying disease in medical records. XGBoost outperformed the deep learning technique BioBERT. NLP algorithms could be used to identify ICD-coding errors and optimize and support the ICD-coding process.

3.
Digit Health ; 10: 20552076231216604, 2024.
Article in English | MEDLINE | ID: mdl-38188859

ABSTRACT

Introduction: Digital health has the potential to support health care in rural areas by overcoming the problems of distance and poor infrastructure, however, rural areas have extremely low use of digital health because of the lack of interaction with technology. There is no existing tool to measure digital health literacy in rural China. This study aims to test and validate the digital health readiness questionnaire for assessing digital readiness among patients in rural China. Methods: Due to the different Internet environments in China compared to Belgium, a cultural adaptation is needed to optimize the use of Digital Health Readiness Questionnaire in China. Then, a prospective single-center survey study was conducted in rural China among patients with hypertension. Confirmatory factor analysis was computed to test the measurement models. Results: A total of 330 full questionnaires were selected and included in the analysis. The model-fit measures were used to assess the model's overall goodness of fit (Chi-square/degrees of freedom = 5.060, comparative fit index = 0.889, Tucker-Lewis index (TLI) = 0.869, root mean square error of approximation (RMSEA) = 0.111, standardized root mean square residual (SRMR) = 0.0880). TLI is a little bit lower than the borderline (more than 0.9) and RMSEA is higher than it (less than 0.08 means good model fit). We deleted two items 2 and 4 and the result shows a better goodness of fit (Chi-square/degrees of freedom = 4.897, comparative fit index = 0.914, TLI = 0.895, RMSEA = 0.109, SRMR = 0.0765). Conclusion: To increase applicability and generalizability in rural areas, it should be considered to use the calculation of only the parts Digital skills, Digital literacy and Digital health literacy which are equally applicable in a Belgian population as in a rural Chinese population.

4.
Clin Cardiol ; 46(12): 1474-1480, 2023 Dec.
Article in English | MEDLINE | ID: mdl-37675783

ABSTRACT

Lifestyle optimization is one of the most essential components of cardiovascular disease prevention. Motivational counseling provided by health care professionals could promote lifestyle modification. The purpose of the review is to identify possible evidence-based psychological principles that may be applicable to motivational counseling in the prevention of cardiovascular disease. These motivational communication skills promote behavioral change, improved motivation and adherence to cardiovascular disease prevention. A personal collection of the relevant publications. The review identified and summarized the previous evidence of implementation intentions, mental contrasting, placebo effect and nocebo effects and identity-based regulations in behavior change interventions and proposed their potential application in cardiovascular disease prevention. However, it is challenging to provide real support in sustainable CVD-risk reduction and encourage patients to implement lifestyle changes, while avoiding being unnecessarily judgmental, disrespectful of autonomy, or engaging patients in burdensome efforts that have little or no effect on the long run. Motivational communication skills have a great potential for effectuating sustainable lifestyle changes that reduce CVD-related risks, but it is also surrounded by ethical issues that should be appropriately addressed in practice. It is key to realize that motivational communication is nothing like an algorithm that is likely to bring about sustainable lifestyle change, but a battery of interventions that requires specific expertise and long term joint efforts of patients and their team of caregivers.


Subject(s)
Cardiovascular Diseases , Motivational Interviewing , Humans , Cardiovascular Diseases/prevention & control , Motivation , Life Style , Communication
5.
J Med Internet Res ; 25: e41615, 2023 03 10.
Article in English | MEDLINE | ID: mdl-36897627

ABSTRACT

BACKGROUND: While questionnaires for assessing digital literacy exist, there is still a need for an easy-to-use and implementable questionnaire for assessing digital readiness in a broader sense. Additionally, learnability should be assessed to identify those patients who need additional training to use digital tools in a health care setting. OBJECTIVE: The aim of the development of the Digital Health Readiness Questionnaire (DHRQ) was to create a short, usable, and freely accessible questionnaire that was designed from a clinical practice perspective. METHODS: It was a prospective single-center survey study conducted in Jessa Hospital Hasselt in Belgium. The questionnaire was developed with a panel of field experts with questions in following 5 categories: digital usage, digital skills, digital literacy, digital health literacy, and digital learnability. All participants who were visiting the cardiology department as patients between February 1, 2022, and June 1, 2022, were eligible for participation. Cronbach α and confirmatory factor analysis were performed. RESULTS: A total number of 315 participants were included in this survey study, of which 118 (37.5%) were female. The mean age of the participants was 62.6 (SD 15.1) years. Cronbach α analysis yielded a score of >.7 in all domains of the DHRQ, which indicates acceptable internal consistency. The fit indices of the confirmatory factor analysis showed a reasonably good fit: standardized root-mean-square residual=0.065, root-mean-square error of approximation=0.098 (95% CI 0.09-0.106), Tucker-Lewis fit index=0.895, and comparative fit index=0.912. CONCLUSIONS: The DHRQ was developed as an easy-to-use, short questionnaire to assess the digital readiness of patients in a routine clinical setting. Initial validation demonstrates good internal consistency, and future research will be needed to externally validate the questionnaire. The DHRQ has the potential to be implemented as a useful tool to gain insight into the patients who are treated in a care pathway, tailor digital care pathways to different patient populations, and offer those with low digital readiness but high learnability appropriate education programs in order to let them take part in the digital pathways.


Subject(s)
Health Literacy , Humans , Female , Middle Aged , Male , Prospective Studies , Surveys and Questionnaires , Hospitals , Belgium , Reproducibility of Results , Psychometrics
6.
J Telemed Telecare ; : 1357633X221150943, 2023 Feb 16.
Article in English | MEDLINE | ID: mdl-36794484

ABSTRACT

INTRODUCTION: Despite proven benefits, patients with coronary heart disease (CHD) typically fail to participate in sufficient physical activity (PA). Effective interventions should be implemented to help patients maintain a healthy lifestyle and modify their present behavior. Gamification is the use of game design features (such as points, leaderboards, and progress bars) to improve motivation and engagement. It shows the potential for encouraging patients to engage in PA. However, empirical evidence on the efficacy of such interventions among patients with CHD is still emerging. PURPOSE: The aim of the study is to explore whether a smartphone-based gamification intervention could increase PA participation and other physical and psychological outcomes in CHD patients. METHODS: Participants with CHD were randomly assigned to three groups (control group, individual group, and team group). The individual and team groups received gamified behavior intervention based on behavioral economics. The team group combined gamified intervention with social interaction. The intervention lasted for 12 weeks, and the follow-up was12 weeks. The primary outcomes included the change in daily steps and the proportion of patient days that step goals were achieved. The secondary outcomes included competence, autonomy, relatedness, and autonomous motivation. RESULTS: For the individual group, smartphone-based gamification intervention significantly increased PA among CHD patients over the 12-week period (step count difference 988; 95% CI 259-1717; p < 0.01) and had a good maintenance effect during the follow-up period (step count difference 819; 95% CI 24-1613; p < 0.01). There are also significant differences in competence, autonomous motivation, body mass index (BMI), and waist circumference in 12 weeks between the control group and individual group. For the team group, gamification intervention with collaboration didn't result in significant increases in PA. But patients in this group had a significant increase in competence, relatedness, and autonomous motivation. CONCLUSION: A smartphone-based gamification intervention was proven to be an effective way to increase motivation and PA engagement, with a substantial maintenance impact (Chinese Clinical Trial Registry Identifier: ChiCTR2100044879).

7.
Eur Heart J Digit Health ; 3(3): 445-454, 2022 Sep.
Article in English | MEDLINE | ID: mdl-36712158

ABSTRACT

Aims: Depression and anxiety have a detrimental effect on the health outcomes of patients with heart disease. Digital health interventions (DHIs) could offer a solution to treat depression and anxiety in patients with heart disease, but evidence of its efficacy remains scarce. This review summarizes the latest data about the impact of DHIs on depression/anxiety in patients with cardiac disease. Methods and results: Articles from 2000 to 2021 in English were searched through electronic databases (PubMed, Cochrane Library, and Embase). Articles were included if they incorporated a randomized controlled trial design for patients with cardiac disease and used DHIs in which depression or anxiety was set as outcomes. A systematic review and meta-analysis were performed. A total of 1675 articles were included and the screening identified a total of 17 articles. Results indicated that telemonitoring systems have a beneficial effect on depression [standardized mean difference for depression questionnaire score -0.78 (P = 0.07), -0.55 (P < 0.001), for with and without involving a psychological intervention, respectively]. Results on PC or cell phone-based psychosocial education and training have also a beneficial influence on depression [standardized mean difference for depression questionnaire score -0.49 (P = 0.009)]. Conclusion: Telemonitoring systems for heart failure and PC/cell phone-based psychosocial education and training for patients with heart failure or coronary heart disease had a beneficial effect especially on depression. Regarding telemonitoring for heart failure, this effect was reached even without incorporating a specific psychological intervention. These results illustrate the future potential of DHIs for mental health in cardiology.

8.
Eur Heart J Digit Health ; 3(1): 67-76, 2022 Mar.
Article in English | MEDLINE | ID: mdl-36713992

ABSTRACT

Aims: Cardiac rehabilitation (CR) is indicated in patients with cardiovascular disease but participation rates remain low. Telerehabilitation (TR) is often proposed as a solution. While many trials have investigated TR, few have studied participation rates in conventional CR non-participants. The aim of this study was to identify the percentage of patients that would be willing to participate in a TR programme to identify the main perceived barriers and facilitators for participating in TR. Methods and results: Two groups of patients were recruited: CR non-participants and CR participants. Semi-structured interviews were conducted. Thirty non-participants and 30 participants were interviewed. Of CR non-participants, 33% would participate in TR and 10% would participate in a blended CR programme (combination of centre-based CR and TR). Of CR participants, 60% would participate in TR and 70% would be interested in a blended CR programme. Of those that would participate in TR, 44% would prefer centre-based CR, 33% would prefer a blended CR programme, and 11% would prefer a full TR programme. In both groups, the main facilitating aspect about TR was not needing transport and the main barrier was digital literacy. Conclusion: For CR non-participants, TR will only partly solve the problem of low participation rates and blended programmes might not offer a solution. Cardiac rehabilitation participants are more prepared to participate in TR and blended CR. Digital literacy was in both groups mentioned as an important barrier, emphasizing the challenges for healthcare and local governments to keep educating all types of patients in digital literacy.

9.
J Sex Med ; 18(2): 303-314, 2021 02.
Article in English | MEDLINE | ID: mdl-33388253

ABSTRACT

BACKGROUND: Self-regulation is an important process to explain sexual, emotional, and pain-related responses in the context of genital pain. Although highly relevant, self-regulatory focus theory is not well integrated into the literature on genital pain. AIM: This study explored the impact of a promotion and prevention regulatory focus on genital pain responding. Sex would typically endorse a promotion focus, whereas pain during sex is likely to provoke a prevention focus oriented toward harm avoidance and safety. METHOD: We induced gradually increasing vaginal pressure in a sample of 56 women using an intra-vaginal balloon that simulated potentially painful vaginal sensations. Women were first primed with a promotion vs prevention focus by making them list their ideals vs responsibilities as a sexual partner. We measured trait regulatory focus, pleasant and painful vaginal pressure sensations, sexual arousal, expectations, and approach-avoidance motivational tendencies. MAIN OUTCOME: The effect of trait and state promotion and prevention regulatory focuses on the appraisal of vaginal pressure and sexual arousal. RESULTS: When primed with a prevention compared with a promotion focus, women with a predominant prevention orientation reported less sexual arousal, less pleasant vaginal pressure appraisals, and lower approach tendencies regarding sexual stimuli. Women who experienced a match between their state and trait promotion focus appraised the vaginal pressure as less painful. No significant effects of regulatory focus were found on the expectancy measures. STRENGTHS AND LIMITATIONS: We provided first evidence on self-regulatory motivation in the context of genital pain responses using an experimentally controlled laboratory design. Our sample was small and consisted of young students without (a clinical diagnosis of) genital pain, which limits our conclusions on the effect of promotion vs prevention regulation on genital pain responses. CLINICAL IMPLICATIONS: Future research is needed to examine the clinical value of self-regulation and regulatory fit and to identify possible ways to target self-regulatory motivation in clinical interventions of genital pain. CONCLUSION: Self-regulatory focus theory has clear potential to explain the sexual and motivational correlates of genital pain. Dewitte M and Kindermans H. Exploring the Effect of a Promotion and Prevention Regulatory Focus on Subjective Responses to Vaginal Sensations in a Laboratory Research Design. J Sex Med 2021;18:303-314.


Subject(s)
Arousal , Laboratories , Female , Humans , Research , Sexual Behavior , Sexual Partners
10.
J Behav Ther Exp Psychiatry ; 67: 101473, 2020 06.
Article in English | MEDLINE | ID: mdl-31023553

ABSTRACT

BACKGROUND AND OBJECTIVES: Amongst social contextual influences on pain, the manner in which pain and painful procedures are communicated to patients is considered an important contributor to the subjective experience of pain. Threatening information, e.g., by the use of technical language, is suggested to increase pain reports. Validation, or communicating understanding towards another person reporting personal experiences, is suggested to reduce pain. The current study examines effects of both information language (technical vs. plain language) and validation (validation vs. invalidation) on the subjective experience of experimentally induced pain. METHODS: Pain-free participants (N = 132) were randomly assigned to one of four groups as formed by manipulations of validation and information language. After reading a description concerning the upcoming thermal stimulus formulated in technical or plain language, participants engaged in a computer controlled simulation (CCS; based on virtual reality technology). Participants received three thermal stimuli while interacting with an avatar who either validated or invalidated their experience during the CCS. Pain intensity and pain unpleasantness were assessed after each stimulus. RESULTS: The validation manipulation showed to be effective, but the information language manipulation did not induce differential threat expectancies. Results show no effect of validation or information language on subjective pain reports. LIMITATIONS: Suboptimality of the information language manipulation and shortcomings of the CCS procedure might account for current findings. CONCLUSIONS: The study offers an interesting model for the further experimental study of isolated and combined effects of (social) contextual factors on pain. Diverse future research avenues are discussed.


Subject(s)
Language , Pain/psychology , Virtual Reality , Adolescent , Adult , Computers , Female , Humans , Pain Measurement/psychology , Young Adult
11.
Psychol Health ; 34(1): 84-105, 2019 01.
Article in English | MEDLINE | ID: mdl-30320508

ABSTRACT

OBJECTIVE: Painful diabetic neuropathy (PDN) is known to negatively affect quality of life. Being physically active is a crucial part of successful diabetes self-management, but regimen adherence is often low. Coping strategies and fears have shown to be related to less physical activity (PA). The aim of the present study was to obtain more in-depth information on psychological risk factors leading to less PA in persons with PDN. DESIGN: Three semi-structured focus group interviews were conducted with a representative sample of persons with PDN (N = 12). Data were transcribed verbatim and analysed using a hybrid method of thematic analyses and a grounded theory approach. MAIN OUTCOME MEASURES: Fears and coping strategies related to PA in persons with PDN. RESULTS: Several specific fears were identified; fear of hypoglycaemia, fear of pain increase, fear of total exhaustion, fear of physical injury, fear of falling, fear of loss of identity, and fear of negative evaluation by others. To cope with these fears, avoidance, remaining active, cognitive distraction, and acceptance strategies were described. CONCLUSION: In persons with PDN, diabetes-related fears and pain-related fears play a role in less engagement in PA, indicating the need for new methods for improving self-management in persons with PDN.


Subject(s)
Adaptation, Psychological/physiology , Diabetic Neuropathies/therapy , Fear/psychology , Focus Groups/methods , Pain/psychology , Quality of Life/psychology , Aged , Female , Humans , Male
12.
Scand J Pain ; 18(4): 675-686, 2018 10 25.
Article in English | MEDLINE | ID: mdl-30074899

ABSTRACT

Background and aims Insights into the nature of cognitive bias, including attentional bias to threat signals, are considered pivotal to understanding (chronic) pain and related distress. It has been put forward that attention to pain-related threat is normally dynamic and relates to the motivational state of the individual. In this experiment we aimed (i) to replicate the finding that attentional bias for pain signals in healthy participants can be reduced when a non-pain goal is pursued, and (ii) to extend this finding by taking into account the outcome focus of the non-pain goal. We hypothesised that the reduction in attentional bias for pain signals by concurrent non-pain goal pursuit would be stronger with non-pain prevention goals than with promotion goals. Methods Healthy university students performed an attentional bias task (i.e. spatial cueing task) containing visual cues that signalled the possible occurrence of a painful stimulus (electrocutaneous stimulus at tolerance level) or its absence, in combination with a non-pain goal task (i.e. digit naming task). The non-pain goal was either related to acquiring a positive outcome (gaining money depending on digit-naming performance; promotion goal group, n=31) or related to avoiding a negative outcome (losing money; prevention goal group, n=31). A standard attentional bias task served as the control condition (control group, n=31). Results Spatial cueing effects were larger for pain cues than for no-pain cues, indicating attentional bias for pain signals. The pattern of results suggests that this effect was indeed reduced in the goal groups as compared to the control group, but there was no significant group difference. Conclusions We found no statistically-significant evidence for the impact of non-pain goal pursuit or outcome focus on pain-related attentional bias. At best, there were indications of a reduced attentional bias for pain signals with non-pain goal pursuit that was either promotion- or prevention focused. Implications These data add to the small but growing body of literature on the assumed relevance of motivational context in explaining variations in attentional bias. The results trigger new questions on the nature and assessment of pain-related attentional bias, and more specifically attentional bias for fear-conditioned pain signals (versus safety signals), from a motivational perspective.


Subject(s)
Attentional Bias/physiology , Chronic Pain/psychology , Cues , Goals , Motivation/physiology , Adult , Female , Humans , Learning , Male , Young Adult
13.
Pain Pract ; 17(3): 320-328, 2017 03.
Article in English | MEDLINE | ID: mdl-27006136

ABSTRACT

BACKGROUND: To fully understand the burden of painful diabetic neuropathy (PDN), we investigated the relationship of pain catastrophizing with disability and quality of life in patients with PDN. Furthermore, we studied the mediating roles of physical activity and/or decline in physical activity. METHODS: This questionnaire-based cross-sectional study included 154 patients with PDN. Linear regression analyses, adjusted for age, gender, pain intensity, and insulin treatment, were performed to assess the association of pain catastrophizing (Pain Catastrophizing Scale [PCS]) with the outcome variables disability (Pain Disability Index [PDI]) and quality of life (Norfolk Quality of Life Questionnaire Diabetic Neuropathy Version [QOL-DN]). The mediating roles of actual physical activity (Physical Activity Rating Scale [PARS]) and perceived Physical Activity Decline (PAD) were assessed using mediation analyses according to Baron and Kenny. RESULTS: This study included 154 patients (62% male). Mean age was 65.7 years (SD = 6.6). PCS (M = 20.3, SD = 13.1) was significantly associated with PDI (M = 32.4, SD = 17.0; R2 = 0.356, P < 0.001), QOL-DN (M = 52.6, SD = 26.1; R2 = 0.437, P < 0.001), and PAD (M = 7.4, SD = 5.7; R2 = 0.087, P = 0.045). PAD acted as a partial mediator in the associations of PCS with PDI and QOL-DN, respectively. There was no association of PCS with PARS. CONCLUSIONS: Pain catastrophizing was associated with increased disability and decreased quality of life in patients with PDN. Also, it was associated with a perceived decline in physical activity, which had a mediating role in the association between catastrophizing and disability and quality of life, respectively. This study emphasizes the role of catastrophic thinking about pain and the experienced loss in daily activities due to PDN.


Subject(s)
Catastrophization/psychology , Diabetic Neuropathies/psychology , Exercise/psychology , Pain Measurement/psychology , Perception , Quality of Life/psychology , Aged , Catastrophization/diagnosis , Catastrophization/epidemiology , Cross-Sectional Studies , Diabetic Neuropathies/diagnosis , Diabetic Neuropathies/epidemiology , Female , Humans , Male , Middle Aged , Pain/diagnosis , Pain/epidemiology , Pain/psychology , Pain Measurement/methods , Surveys and Questionnaires
14.
Clin J Pain ; 31(2): 115-22, 2015 Feb.
Article in English | MEDLINE | ID: mdl-24662496

ABSTRACT

OBJECTIVE: Behavioral factors such as avoidance and persistence have received massive theoretical and empirical attention in the attempts to explain chronic pain and disability. The determinants of these pain behaviors remain, however, poorly understood. We propose a self-regulation perspective to increase our understanding of pain-related avoidance and persistence. METHODS: A narrative review. RESULTS: We identified several theoretical views that may help explaining avoidance and persistence behavior, and organized these views around 4 concepts central in self-regulation theories: (1) identity, (2) affective-motivational orientation, (3) goal cognitions, and (4) coping. The review shows that each of these self-regulation perspectives allows for a broadened view in which pain behaviors are not simply considered passive consequences of fear, but proactive strategies to regulate the self when challenged by pain. DISCUSSION: Several implications and challenges arising from this review are discussed. In particular, a self-regulation perspective does not consider avoidance and persistence behavior to be intrinsically adaptive or maladaptive, but argues that their effects on disability and well-being rather depend on the goals underlying these behaviors. Such view would require a shift in how avoidance and persistence behavior are assessed and approached in clinical interventions.


Subject(s)
Adaptation, Psychological , Chronic Pain/psychology , Models, Psychological , Avoidance Learning , Fear/psychology , Humans
15.
Pain ; 152(9): 2165-2172, 2011 Sep.
Article in English | MEDLINE | ID: mdl-21723039

ABSTRACT

In chronic low back pain (CLBP) research, the self-discrepancy model has been applied to explain dysfunctional avoidance and persistence behaviour. The main aim of this study was to evaluate whether specific self-discrepancies in patients with CLBP are associated with the abovementioned types of activity-related behaviour and whether changes in self-discrepancies over time are associated with changes in activity-related behaviour. Furthermore, the aim was to evaluate whether avoidance and persistence behaviour are associated with a higher level of disability and a diminished quality of life and whether changes over time in avoidance and persistence behaviour result in changes in disability and quality of life. A longitudinal cohort study in a sample of patients with CLBP (N=116), in which self-discrepancies, disability, quality of life, and objectively registered characteristics of activity-related behaviour were measured, was performed to evaluate the pathways in the aforementioned self-discrepancy model. Results indicate that patients with CLBP who feel closer to their ideal-other show more characteristics of persistence behaviour. Patients who move further away from their ideal-own also show more characteristics of persistence behaviour. Furthermore, in patients characterized as avoider, a decrease in a patient's daily uptime was associated with a decrease of mental health-related quality of life.


Subject(s)
Disability Evaluation , Low Back Pain/psychology , Motor Activity/physiology , Pain Measurement/psychology , Quality of Life/psychology , Adult , Chronic Pain/diagnosis , Chronic Pain/physiopathology , Chronic Pain/psychology , Cohort Studies , Female , Follow-Up Studies , Humans , Low Back Pain/diagnosis , Low Back Pain/physiopathology , Male , Middle Aged , Pain Measurement/methods
16.
J Pain ; 12(10): 1049-58, 2011 Oct.
Article in English | MEDLINE | ID: mdl-21704568

ABSTRACT

UNLABELLED: Activity patterns are believed to play an important role in the development and perpetuation of chronic pain. So far, 3 important activity patterns have been studied: avoidance behavior, persistence behavior, and pacing behavior. Yet, empirical evidence is limited and inconclusive about the relationships between these activity patterns and important outcomes. Therefore, the present study was aimed at identifying activity patterns by means of factor analyses and determining their relationship with disability and depressive symptomatology in participants with chronic pain (N = 132). Items across different measurement instruments pertaining to 1 particular activity pattern were aggregated, and submitted to factor analysis. Results from 3 separate factor analyses revealed 6 distinct activity patterns: pain avoidance, activity avoidance, task-contingent persistence, excessive persistence, pain-contingent persistence, and pacing. In line with our hypotheses, pain and activity avoidance, and excessive persistence, were related to higher levels of disability and depressive symptomatology. In contrast to hypotheses, pacing was associated with worse outcomes as well. Interestingly, task-contingent persistence was related to lower levels of disability and depressive symptomatology. When controlling for pain and the other activity patterns, excessive persistence and activity avoidance were the most detrimental in terms of relations with depressed mood or disability. Task-contingent persistence appeared to be the least detrimental. PERSPECTIVE: Our findings suggest the existence of several activity patterns, which are differentially related to disability and depressive symptomatology, in participants with chronic pain. The present results are discussed in the light of previous findings, and may provide a new impetus for future studies on activity patterns in chronic pain research.


Subject(s)
Avoidance Learning , Chronic Pain/physiopathology , Chronic Pain/psychology , Depression/complications , Disabled Persons/psychology , Adolescent , Adult , Aged , Cognition , Disability Evaluation , Factor Analysis, Statistical , Female , Humans , Male , Middle Aged , Pain Measurement/methods , Psychiatric Status Rating Scales , Surveys and Questionnaires , Young Adult
17.
Pain ; 152(2): 403-409, 2011 Feb.
Article in English | MEDLINE | ID: mdl-21216100

ABSTRACT

Chronic pain not only interferes with daily activities, it may also have a negative impact on the perceived integrity of one's self through self-discrepancies. Self-discrepancies are experienced distances between the actual self and self-guides that can exist from 2 perspectives (ie, own and other). Self-discrepancies are associated with negative mood states and incite self-regulatory behavior in order to reduce these discrepancies. The present study was aimed at replicating the emotional consequences of self-discrepancies in patients with chronic low back pain, and extending current knowledge of the behavioral consequences of self-discrepancies (ie, behavioral activity patterns such as avoidance and persistence). A cross-sectional design was employed with 83 patients who completed a number of self-report measures. We hypothesized that ideal and ought discrepancies, as well as feared congruencies were associated with depressed and anxious mood. On the behavioral level, a U-shaped relationship was hypothesized between ideal and ought self-discrepancies and persistence behavior, whereas feared self-discrepancies were hypothesized to be related to avoidance behavior. Results were partially in line with the hypotheses. With respect to the emotional consequences, feared (own and other) self-discrepancies were predictive of depressive and anxious mood. With regard to activity patterns, results showed a U-shaped relationship between ideal-other self-discrepancies and persistence behavior and a positive relationship between feared-own self-discrepancies and avoidance behavior. In contrast to expectations, none of the other self-discrepancies was related to activity patterns. Of interest was that avoidance, but not persistence behavior, was predictive of higher levels of disability and lower levels of quality of life. Support is provided for the role of self-discrepancies in the emotional well-being and behavioural patterns of patients with chronic low back pain.


Subject(s)
Low Back Pain/epidemiology , Low Back Pain/psychology , Mood Disorders/epidemiology , Mood Disorders/psychology , Adult , Aged , Chronic Disease , Cross-Sectional Studies , Female , Humans , Low Back Pain/physiopathology , Male , Middle Aged , Mood Disorders/diagnosis , Young Adult
18.
Eur J Pain ; 15(7): 748-55, 2011 Aug.
Article in English | MEDLINE | ID: mdl-21195646

ABSTRACT

The aim of the present study was to compare the subjectively reported and objectively assessed activity-related characteristics of patients with Chronic Low Back Pain (CLBP) who were classified according to their scores on the Patterns of Activity Measure-Pain (POAM-P) into avoiders, persisters, mixed performers (i.e. high scores on both avoidance and persistence behaviour) or functional performers (i.e. low scores on avoidance and persistence behaviour). Patients carried an electronic diary during 14 days to assess the self-reported activity and pain intensity levels in daily life. An accelerometer was used to objectively assess their activity level during the same time period. Results were available for 79 patients. Avoiders, persisters and mixed performers showed a higher level of self-reported disability than functional performers. Avoiders were characterized by a low level of self-reported habitual activities and persisters by long objectively measured daily uptime. The objectively assessed level of physical activity did not differ between the four groups. A further analysis tested the association between pain intensity levels and self-reported and objectively assessed daily life activity levels in avoiders and persisters. In persisters, a higher level of self-reported activities in daily life was related to increased pain. The objectively assessed activity level was not associated with pain intensity.


Subject(s)
Activities of Daily Living/psychology , Chronic Pain/physiopathology , Low Back Pain/physiopathology , Motor Activity/physiology , Adult , Chronic Pain/psychology , Disability Evaluation , Fear , Female , Humans , Kinetocardiography , Longitudinal Studies , Low Back Pain/psychology , Male , Middle Aged , Pain Measurement , Self Report , Surveys and Questionnaires
19.
Pain ; 150(1): 161-166, 2010 Jul.
Article in English | MEDLINE | ID: mdl-20457489

ABSTRACT

Patients with chronic pain may have difficulties estimating their own physical activity level in daily life. Pain-related factors such as depression and pain intensity may affect a patients' ability to estimate their own daily life activity level. This study evaluates whether patients with Chronic Low Back Pain (CLBP) who are more depressed and/or report more pain indeed have a lower objectively assessed daily life activity level or whether they only perceive their activity level as lower. Patients with CLBP were included in a cross-sectional study. During 14days physical activity in daily life was measured, with both an electronic diary and an accelerometer. Multilevel analyses were performed to evaluate whether a higher level of depression and/or pain intensity was associated with a lower objectively assessed activity level or the discrepancy between the self-reported and objectively assessed daily life activity levels. Results, based on 66 patients with CLBP (mean RDQ score 11.8), showed that the objectively assessed daily life activity level is not associated with depression or pain intensity. There was a moderate association between the self-reported and objectively assessed activity levels (beta=0.39, p<0.01). The discrepancy between the two was significantly and negatively related to depression (beta=-0.19, p=0.01), indicating that patients who had higher levels of depression judged their own activity level to be relatively low compared to their objectively assessed activity level. Pain intensity was not associated with the perception of a patient's activity level (beta=0.12, ns).


Subject(s)
Activities of Daily Living/psychology , Depression/psychology , Low Back Pain/psychology , Adult , Chi-Square Distribution , Chronic Disease/psychology , Cross-Sectional Studies , Depression/complications , Disability Evaluation , Female , Humans , Low Back Pain/complications , Male , Middle Aged , Motor Activity , Pain Threshold/psychology , Psychiatric Status Rating Scales , Severity of Illness Index , Surveys and Questionnaires
20.
Eur J Pain ; 14(6): 648-53, 2010 Jul.
Article in English | MEDLINE | ID: mdl-19955007

ABSTRACT

Patients with chronic pain are not only faced with disabilities but are also challenged to maintain a valued sense of self. This sense of self is in part determined by the extent to which patients can accomplish their identity-related goals. The present study explores the content of three domains of the self, namely the ideal, ought and feared self and examines how the content relates to disability and depression. The ideal, ought and feared attributes of 80 chronic low back pain patients were analyzed and categorized in eight general goal-domains: interpersonal attributes, personal abilities, physical, emotional and psychological well-being, close interpersonal relationships, self-expression abilities, achievement-related attributes, physical appearance, and religion. Results showed that most of the attributes that patients generated involved interpersonal attributes. Comparisons between the self-guides revealed that ideal attributes were more intrapersonally focused while ought and feared attributes were interpersonally focused. The content appeared to be related to disability but not to depression. More specifically, the more disabled patients were, the more they listed well-being related attributes as part of their ought self. None of the other goal-domains was related to disability or depression. The present study provides additional insight into the goals of patients with chronic pain at the level of identity and has shown that these are, at least in part, related to the level of functional disability. These results might be useful for future studies incorporating the role of identity in chronic pain, such as psychological interventions.


Subject(s)
Low Back Pain/psychology , Low Back Pain/therapy , Self Concept , Self Efficacy , Adult , Aged , Analysis of Variance , Chronic Disease/psychology , Female , Humans , Intention to Treat Analysis , Male , Middle Aged , Physical Therapy Modalities , Surveys and Questionnaires , Treatment Outcome
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