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Hennemann S, Wenzel M, Van den Bergh O, Wessels M, Witthöft M. Emotion dynamics and somatic symptoms in everyday life: Ecological momentary assessment in somatic symptom disorder and healthy controls. J Psychosom Res 2023; 172:111429. [PMID: 37406416 DOI: 10.1016/j.jpsychores.2023.111429] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/23/2022] [Revised: 06/23/2023] [Accepted: 06/24/2023] [Indexed: 07/07/2023]
Abstract
OBJECTIVE Negative affectivity (NA) is associated with the emergence and persistence of physical symptoms with unclear organic pathology. This study investigated the temporal dynamics of NA and somatic symptom burden using ecological momentary assessment (EMA) in adults with somatic symptom disorder (SSD) and healthy control participants (HC). METHODS Participants underwent a seven-day, smartphone-based EMA, with 6 randomly-stratified time points per day. NA was assessed using a five-item short form of the Positive and Negative Affectivity Scale (PANAS) and somatic symptom burden with two self-constructed items. 22 persons with SSD and 20 HCs were included in multilevel analyses. RESULTS Within-person analyses showed a significantly stronger (positive) association of concurrent NA with somatic symptom burden in participants with SSD than in HCs, β = 0.15, SE = 0.04, p = .001. Time-lagged analyses demonstrated that, across groups, NA at a previous time point t-1 significantly predicted somatic symptom burden at the subsequent timepoint t, β = 0.09, SE = 0.03, p = .005, but not in the other direction (somatic symptom burdent-1→ NAt, β = 0.01, SE = 0.04, p = .79). Between-person analyses showed that both inertia (i.e., persistence of negative affective states), d = 0.74, and instability (i.e., magnitude of moment-to-moment fluctuations), d = 0.76 of NA were significantly higher in participants with SSD than in HCs. CONCLUSIONS Our findings sustain the idea of (negative) affect-driven modulation in somatic signal processing and suggest that interoceptive and emotional differentiation training can advance the psychotherapeutic treatment of SSD.
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Affiliation(s)
- Severin Hennemann
- Department of Clinical Psychology, Psychotherapy and Experimental Psychopathology, University of Mainz, Germany.
| | - Mario Wenzel
- Department of Health Psychology, University of Mainz, Germany
| | | | - Marlene Wessels
- Department of Experimental Psychology, University of Mainz, Germany
| | - Michael Witthöft
- Department of Clinical Psychology, Psychotherapy and Experimental Psychopathology, University of Mainz, Germany
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van Barneveld E, Lim A, van Hanegem N, van Osch F, Vork L, Kruimel J, Bongers M, Leue C. Real-time Symptom Assessment in Patients With Endometriosis: Psychometric Evaluation of an Electronic Patient-Reported Outcome Measure, Based on the Experience Sampling Method. JMIR Form Res 2023; 7:e29480. [PMID: 36867439 PMCID: PMC10024211 DOI: 10.2196/29480] [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: 04/08/2021] [Revised: 07/13/2022] [Accepted: 11/30/2022] [Indexed: 03/04/2023] Open
Abstract
BACKGROUND The experience sampling method (ESM) holds advantages over traditional retrospective questionnaires including a high ecological validity, no recall bias, the ability to assess fluctuation of symptoms, and the ability to analyze the temporal relationship between variables. OBJECTIVE This study aimed to evaluate the psychometric properties of an endometriosis-specific ESM tool. METHODS This is a short-term follow-up prospective study, including patients with premenopausal endometriosis aged ≥18 years who reported dysmenorrhea, chronic pelvic pain, or dyspareunia between December 2019 and November 2020. An ESM-based questionnaire was sent out by a smartphone application 10 times a day during 1 week on randomly chosen moments. Additionally, patients completed questionnaires concerning demographics, end-of-day pain scores, and end-of-week symptom scores. The psychometric evaluation included compliance, concurrent validity, and internal consistency. RESULTS Twenty-eight patients with endometriosis completed the study. Compliance for answering the ESM questions was as high as 52%. End-of-week pain scores were higher than ESM mean scores and showed peak reporting. ESM scores showed strong concurrent validity when compared with symptoms scored by the Gastrointestinal Symptom Rating Scale-Irritable Bowel Syndrome, 7-item Generalized Anxiety Disorders Scale, 9-question Patient Health Questionnaire, and the majority of questions of the 30-item Endometriosis Health Profile. Cronbach α coefficients demonstrated a good internal consistency for abdominal symptoms, general somatic symptoms, and positive affect, and an excellent internal consistency for negative affect. CONCLUSIONS This study supports the validity and reliability of a newly developed electronic instrument for the measurement of symptoms in women with endometriosis, based on momentary assessments. This ESM patient-reported outcome measure has the advantage of providing a more detailed view on individual symptom patterns and offers the possibility for patients to have insight in their symptomatology, leading to more individualized treatment strategies that can improve the quality of life of women with endometriosis.
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Affiliation(s)
- Esther van Barneveld
- GROW School of Oncology and Developmental Biology, Maastricht University, Maastricht, Netherlands.,Department of Gynaecology and Obstetrics, Maastricht University Medical Center+, Maastricht, Netherlands
| | - Arianne Lim
- GROW School of Oncology and Developmental Biology, Maastricht University, Maastricht, Netherlands.,Department of Gynaecology and Obstetrics, Maastricht University Medical Center+, Maastricht, Netherlands
| | - Nehalennia van Hanegem
- Department of Reproductive Medicine and Gynecology, University Medical Center Utrecht, Utrecht, Netherlands
| | - Frits van Osch
- NUTRIM School of Nutrition and Translational Research in Metabolism, Maastricht University, Maastricht, Netherlands.,Department of Clinical Epidemiology, VieCuri Medical Center, Venlo, Netherlands
| | - Lisa Vork
- NUTRIM School of Nutrition and Translational Research in Metabolism, Maastricht University, Maastricht, Netherlands.,Department of Internal Medicine, Division of Gastroenterology and Hepatology, Maastricht University Medical Center+, Maastricht, Netherlands
| | - Joanna Kruimel
- NUTRIM School of Nutrition and Translational Research in Metabolism, Maastricht University, Maastricht, Netherlands.,Department of Internal Medicine, Division of Gastroenterology and Hepatology, Maastricht University Medical Center+, Maastricht, Netherlands
| | - Marlies Bongers
- GROW School of Oncology and Developmental Biology, Maastricht University, Maastricht, Netherlands.,Department of Gynaecology and Obstetrics, Maastricht University Medical Center+, Maastricht, Netherlands.,Department of Gynaecology and Obstetrics, Máxima Medical Center, Veldhoven, Netherlands
| | - Carsten Leue
- School for Mental Health and Neuroscience, Maastricht University, Maastricht, Netherlands.,Department of Psychiatry and Psychology, Maastricht University Medical Center+, Maastricht, Netherlands
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Blanchard MA, Contreras A, Kalkan RB, Heeren A. Auditing the research practices and statistical analyses of the group-level temporal network approach to psychological constructs: A systematic scoping review. Behav Res Methods 2023; 55:767-787. [PMID: 35469085 DOI: 10.3758/s13428-022-01839-y] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/17/2022] [Indexed: 01/02/2023]
Abstract
Network analyses have become increasingly common within the field of psychology, and temporal network analyses in particular are quickly gaining traction, with many of the initial articles earning substantial interest. However, substantial heterogeneity exists within the study designs and methodology, rendering it difficult to form a comprehensive view of its application in psychology research. Since the field is quickly growing and since there have been many study-to-study variations in terms of choices made by researchers when collecting, processing, and analyzing data, we saw the need to audit this field and formulate a comprehensive view of current temporal network analyses. To systematically chart researchers' practices when conducting temporal network analyses, we reviewed articles conducting temporal network analyses on psychological variables (published until March 2021) in the framework of a scoping review. We identified 43 articles and present the detailed results of how researchers are currently conducting temporal network analyses. A commonality across results concerns the wide variety of data collection and analytical practices, along with a lack of consistency between articles about what is reported. We use these results, along with relevant literature from the fields of ecological momentary assessment and network analysis, to formulate recommendations on what type of data is suited for temporal network analyses as well as optimal methods to preprocess and analyze data. As the field is new, we also discuss key future steps to help usher the field's progress forward and offer a reporting checklist to help researchers navigate conducting and reporting temporal network analyses.
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Affiliation(s)
- M Annelise Blanchard
- Psychological Sciences Research Institute, Université catholique de Louvain, Place du Cardinal Mercier, 10, B-1348, Louvain-la-Neuve, Belgium.
- Belgian National Science Foundation (F.R.S.-FNRS), Brussels, Belgium.
| | - Alba Contreras
- Psychological Sciences Research Institute, Université catholique de Louvain, Place du Cardinal Mercier, 10, B-1348, Louvain-la-Neuve, Belgium
| | - Rana Begum Kalkan
- Psychological Sciences Research Institute, Université catholique de Louvain, Place du Cardinal Mercier, 10, B-1348, Louvain-la-Neuve, Belgium
- Katholieke Universiteit Leuven, Leuven, Belgium
| | - Alexandre Heeren
- Psychological Sciences Research Institute, Université catholique de Louvain, Place du Cardinal Mercier, 10, B-1348, Louvain-la-Neuve, Belgium
- Belgian National Science Foundation (F.R.S.-FNRS), Brussels, Belgium
- Institute of Neuroscience, Université catholique de Louvain, Brussels, Belgium
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Cinquetti M, Dargenio V, Giardino I, Pettoello-Mantovani M, Indrio F. Social Media and Functional Gastrointestinal Disorders in Children. J Pediatr 2022; 247:182-183.e3. [PMID: 35533744 DOI: 10.1016/j.jpeds.2022.05.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/03/2022] [Accepted: 05/03/2022] [Indexed: 02/07/2023]
Affiliation(s)
- Mauro Cinquetti
- Dipartimento Materno Infantile, AULSS 9 Scaligera, Verona, Italy
| | - Vanessa Dargenio
- European Pediatric Association, Union of National European Pediatric Societies and Associations, Berlin, Germany; Department of Medical and Surgical Sciences, University of Foggia, Foggia, Italy
| | - Ida Giardino
- European Pediatric Association, Union of National European Pediatric Societies and Associations, Berlin, Germany; Department of Medical and Surgical Sciences, University of Foggia, Foggia, Italy; Section of Social Pediatrics, Association for Scientific and Research Activities (ARS), Neuchâtel, Switzerland
| | - Massimo Pettoello-Mantovani
- European Pediatric Association, Union of National European Pediatric Societies and Associations, Berlin, Germany; Department of Medical and Surgical Sciences, University of Foggia, Foggia, Italy; Section of Social Pediatrics, Association for Scientific and Research Activities (ARS), Neuchâtel, Switzerland.
| | - Flavia Indrio
- European Pediatric Association, Union of National European Pediatric Societies and Associations, Berlin, Germany; Department of Medical and Surgical Sciences, University of Foggia, Foggia, Italy
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Rosmalen JGM, Ceulemans E. Putting the spotlight on individual-specific psychosomatic processes: An introduction to the special issue on intensive longitudinal research methods in psychosomatic research. J Psychosom Res 2021; 150:110623. [PMID: 34563746 DOI: 10.1016/j.jpsychores.2021.110623] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/31/2021] [Revised: 09/14/2021] [Accepted: 09/15/2021] [Indexed: 11/18/2022]
Affiliation(s)
- Judith G M Rosmalen
- University of Groningen, University Medical Center Groningen, Departments of Psychiatry and Internal Medicine, P.O. Box 30.001, 9700RB Groningen, the Netherlands.
| | - Eva Ceulemans
- KU Leuven, Quantitative Psychology and Individual Differences, Faculty of Psychology and Educational Sciences, Leuven 3000, Belgium
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Fiedorowicz JG. Recognition of team science with the 2021 EAPM Elsevier young investigator award recipients. J Psychosom Res 2021; 148:110583. [PMID: 34332776 DOI: 10.1016/j.jpsychores.2021.110583] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Affiliation(s)
- Jess G Fiedorowicz
- Department of Mental Health, The Ottawa Hospital, Ottawa Hospital Research Institute, Canada; Department of Psychiatry, School of Epidemiology and Public Health, Brain and Mind Research Institute, University of Ottawa, Canada.
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Frumkin MR, Rodebaugh TL. The role of affect in chronic pain: A systematic review of within-person symptom dynamics. J Psychosom Res 2021; 147:110527. [PMID: 34082154 PMCID: PMC9009535 DOI: 10.1016/j.jpsychores.2021.110527] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/12/2021] [Revised: 04/14/2021] [Accepted: 05/17/2021] [Indexed: 10/21/2022]
Abstract
OBJECTIVE Chronic pain is conceptualized as a biopsychosocial phenomenon that involves both physical and emotional processes. The vast majority of research regarding these facets of chronic pain characterizes differences between individuals. In this review, we describe problems with assuming that differences between persons accurately characterize within-person processes. We also provide a systematic review of studies that have examined within-person relationships between pain and affect among individuals with chronic pain. METHOD Articles published by December 2020 that pertained to within-person assessment of pain and emotion, affect, or mood were identified. Data regarding study design, adherence, and concurrent and prospective relationships among pain and affect variables were extracted and summarized. RESULTS Of 611 abstracts, 55 studies met inclusion criteria. Results suggest that individuals with chronic pain tend to experience increased negative affect and decreased positive affect when experiencing more severe pain (rpooled = .18 and - .19, respectively). However, the size of these effects appeared smaller than between-person associations, and there was evidence of significant variability between individuals. Examination of predictive relationships between pain and affect largely suggested the tendency of symptoms to predict themselves, rather than pain predicting affect or vice versa. CONCLUSIONS Consistent with group-level relationships, experiencing more severe pain relative to an individual's average seems to be associated with more negative affect and less positive affect. However, individuals vary in the size and even direction of these effects. More research is necessary to understand the implications of such variability for the assessment and treatment of chronic pain.
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Affiliation(s)
- Madelyn R. Frumkin
- Department of Psychological & Brain Sciences, Washington University in St. Louis, St. Louis, MO, United States,Correspondence regarding this article should be addressed to Madelyn R. Frumkin, Department of Psychological and Brain Sciences, Washington University in St. Louis, One Brookings Drive, Campus Box 1125, St. Louis, MO 63105. Phone: (314) 935-8627.
| | - Thomas L. Rodebaugh
- Department of Psychological & Brain Sciences, Washington University in St. Louis, St. Louis, MO, United States
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Kreiter D, Drukker M, Mujagic Z, Vork L, Rutten BPF, van Os J, Masclee AAM, Kruimel JW, Leue C. Symptom-network dynamics in irritable bowel syndrome with comorbid panic disorder using electronic momentary assessment: A randomized controlled trial of escitalopram vs. placebo. J Psychosom Res 2021; 141:110351. [PMID: 33412422 DOI: 10.1016/j.jpsychores.2020.110351] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/30/2020] [Revised: 12/15/2020] [Accepted: 12/22/2020] [Indexed: 02/07/2023]
Abstract
INTRODUCTION Momentary ecological assessment indicated alleviated abdominal pain in escitalopram treatment of irritable bowel syndrome (IBS) with comorbid panic disorder. Hitherto, little is known about symptom formation, i.e., how psychological impact physical symptoms, and vice versa, and about the effect of SSRI-treatment on symptom formation. OBJECTIVE To investigate how psychological and somatic symptoms co-vary over time in IBS patients with comorbid panic disorder and how they are affected by escitalopram treatment. METHODS Experience sampling data from 14 IBS patients with panic disorder were obtained from a single-centre, double-blind, parallel-group, randomized controlled trial on escitalopram versus placebo. At baseline, after three and six months, multilevel time-lagged linear regression analysis was used to construct symptom networks. Network connections represented coefficients between various affect and gastrointestinal items. RESULTS Connectivity increased up to 3 months in both groups. Between 3 and 6 months, connectivity decreased for placebo and further increased in the escitalopram group. Additionally, a steep increase in node strength for negative affect nodes was observed in the escitalopram network and the opposite for positive affect nodes. Over time, group symptom networks became increasingly different from each other. Anxious-anxious and enthusiastic-relaxed became significantly different between groups at 6 months. The connection that changed significantly in all analyses was anxious-anxious. CONCLUSIONS Escitalopram treatment was associated with changes in the symptom networks in IBS patients with panic disorder. While mood and physical symptoms improve over time, mainly connectivity between mood nodes changed, possibly pointing towards a healthier emotion regulation resulting in alleviation of physical symptoms.
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Affiliation(s)
- Daniël Kreiter
- Faculty of Health, Medicine & Life Sciences, Maastricht University, Maastricht, the Netherlands.
| | - Marjan Drukker
- Department of Psychiatry and Psychology, School of Mental Health and Neuroscience (MHeNS), Maastricht University Medical Centre, Maastricht, the Netherlands
| | - Zlatan Mujagic
- Division of Gastroenterology-Hepatology, Department of Internal Medicine, Maastricht University Medical Centre, School of Nutrition and Translational Research in Metabolism (NUTRIM), Maastricht, the Netherlands
| | - Lisa Vork
- Division of Gastroenterology-Hepatology, Department of Internal Medicine, Maastricht University Medical Centre, School of Nutrition and Translational Research in Metabolism (NUTRIM), Maastricht, the Netherlands
| | - Bart P F Rutten
- Department of Psychiatry and Psychology, School of Mental Health and Neuroscience (MHeNS), Maastricht University Medical Centre, Maastricht, the Netherlands
| | - Jim van Os
- Department of Psychiatry and Psychology, School of Mental Health and Neuroscience (MHeNS), Maastricht University Medical Centre, Maastricht, the Netherlands; Department of Psychiatry, Brain Centre Rudolf Magnus, University Medical Centre Utrecht, Utrecht, the Netherlands
| | - Ad A M Masclee
- Division of Gastroenterology-Hepatology, Department of Internal Medicine, Maastricht University Medical Centre, School of Nutrition and Translational Research in Metabolism (NUTRIM), Maastricht, the Netherlands
| | - Joanna W Kruimel
- Division of Gastroenterology-Hepatology, Department of Internal Medicine, Maastricht University Medical Centre, School of Nutrition and Translational Research in Metabolism (NUTRIM), Maastricht, the Netherlands
| | - Carsten Leue
- Department of Psychiatry and Psychology, School of Mental Health and Neuroscience (MHeNS), Maastricht University Medical Centre, Maastricht, the Netherlands.
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