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1.
BMC Med Educ ; 23(1): 169, 2023 Mar 18.
Article in English | MEDLINE | ID: mdl-36934239

ABSTRACT

BACKGROUND: In order to best prepare medical students for their increasingly complex future career, interdisciplinary higher education is swiftly gaining popularity. However, the implementation of interdisciplinary learning in medical education is challenging. The present study deepens the understanding of the challenges and opportunities inherent to the implementation of an interdisciplinary course. We elucidated the attitudes and beliefs of students participating in a newly developed interdisciplinary minor, in which students of medicine (MS) and communication and information sciences (CISS) were involved. METHODS: We conducted four semi-structured focus group interviews, of which two were held before, and two were held after the course. Seven MS and six CISS participated voluntarily. A pre-arranged interview guide was used. The interviews were recorded and afterwards systematically analyzed with the 'constant comparative analysis' technique. RESULTS: The focus group interviews revealed three differences in epistemics between students in terms of 1) curriculum content, 2) educational formats and 3) student's competence perceptions. These factors influenced the way students evaluated themselves, each other and the interdisciplinary course. CONCLUSIONS: We conclude that factors that influence interdisciplinary learning are personal epistemics, individual learning preferences, and the synergy that is achieved throughout interdisciplinary learning. Organizing the dialogue among students of different disciplines could make students aware of inequalities, implicated biases and assigned status of different student groups. These empirical results are crucial to tailor interdisciplinary education to each specific discipline and to take interdisciplinary learning to a higher level of maturity.


Subject(s)
Interdisciplinary Studies , Students, Medical , Humans , Focus Groups , Curriculum , Educational Status
2.
Cogn Neurosci ; 14(2): 68-69, 2023.
Article in English | MEDLINE | ID: mdl-36815736

ABSTRACT

The neurocognitive model of Mixed and Ambiguous Emotions and Morality (MA-EM) makes a relevant case for putting non-unidimensional emotions and morality more prominently on the research agenda. However, existing research challenges its assumptions about the distinction between mixed and ambiguous emotions and morality, and how they relate to reflective versus simulative processing routes, in three respects. First, the emotional state of being moved is generally conceptualized as a non-ambiguous rather than an ambiguous emotion. Second, mixed emotions have been found to elicit reflection rather than simulation. Third, the morality of narrative characters is typically perceived as mixed rather than ambiguous.


Subject(s)
Emotions , Morals , Humans , Affect , Narration
3.
Patient Educ Couns ; 109: 107624, 2023 04.
Article in English | MEDLINE | ID: mdl-36657334

ABSTRACT

OBJECTIVES: Research shows that health professionals should adapt their communication when addressing patients with limited health literacy (HL). However, the extent to which physiotherapists apply recommended communication techniques is unclear. METHODS: We conducted a two phase mixed-method study, first holding focus group interviews among patients and experts on communication to explore the need for adjusted communication in physiotherapist-patient interaction. Second, we manually coded audio recordings of primary care physiotherapy consultations to investigate the extent to which physiotherapists applied these recommended communication techniques, and adjusted their communication towards patients with lower education. RESULTS: Focus group interviews identified four categories of communication elements: the teach-back method, medical jargon explanation, summarizing patient's narratives, and checking patient's understanding. In 50 audio recordings we identified 2670 clauses. We report limited use of the recommended communication techniques; the teach-back method was used in 2% of consultations (95%CI: 0.4%-10.5%) while medical jargon explanation was used in 84% (95%CI: 71.5%-91.7%). Mixed effects logistic regression models showed no association between lower education and communication techniques. CONCLUSION: Although physiotherapists need to adjust their communication to patients with lower education, they rarely apply the recommended communication techniques. PRACTICE IMPLICATIONS: Knowledge about limited HL among physiotherapists needs to be increased.


Subject(s)
Health Literacy , Physical Therapists , Humans , Health Literacy/methods , Communication , Physical Therapy Modalities , Primary Health Care
4.
Ann Fam Med ; 20(5): 423-429, 2022.
Article in English | MEDLINE | ID: mdl-36228066

ABSTRACT

PURPOSE: Physicians' interruptions have long been considered intrusive, masculine actions that inhibit patient participation, but a systematic analysis of interruptions in clinical interaction is lacking. This study aimed to examine when and how primary care physicians and patients interrupt each other during consultations. METHODS: We coded and quantitatively analyzed interruption type (cooperative vs intrusive) in 84 natural interactions between 17 primary care physicians and 84 patients with common somatic symptoms. Data were analyzed using a mixed-effects logistic regression model, with role, gender, and consultation phase as predictors. RESULTS: Of the 2,405 interruptions observed, 82.9% were cooperative. Among physicians, men were more likely to make an intrusive interruption than women (ß = 0.43; SE, 0.21; odds ratio [OR] = 1.54; 95% CI, 1.03-2.31), whereas among patients, men were less likely to make an intrusive interruption than women (ß = -0.35; SE, 0.17; OR = 0.70; 95% CI, 0.50-0.98). Patients' interruptions were more likely to be intrusive than physicians' interruptions in the phase of problem presentation (ß = 0.71; SE, 0.23; OR = 2.03; 95% CI, 1.30-3.20), but not in the phase of diagnosis and/or treatment plan discussion (ß = -0.17; SE, 0.15; OR = 0.85; 95% CI, 0.63-1.15). CONCLUSIONS: Most interruptions in clinical interaction are cooperative and may enhance the interaction. The nature of physicians' and patients' interruptions is the result of an interplay between role, gender, and consultation phase.


Subject(s)
Physician-Patient Relations , Physicians , Female , Humans , Male , Referral and Consultation
5.
Patient Educ Couns ; 105(11): 3242-3248, 2022 11.
Article in English | MEDLINE | ID: mdl-35985905

ABSTRACT

OBJECTIVE: Gender can be a valuable resource in communication but also a problem, perpetuating gender stereotypes. So far, there has been little attention for how healthcare professionals and patients make gender relevant in medical interactions. The approach of Membership Categorization Analysis (MCA) is particularly pertinent to meticulously analyze gender in medical communication. Applying MCA, this study analyzes how activity descriptions implicitly associated with gender stereotypes, e.g., "carrying a laundry basket up the stairs", feature in the course of GPs' explanations of a question or diagnosis. The aim is to provide a new perspective on the relationship between gender and medical interaction, and to increase our understanding of how gender stereotypes are reproduced in the medical setting. METHOD: Two cases of GPs using gendered explanations in Dutch general practice interactions are analyzed turn-by-turn using MCA. RESULTS: The findings show how GPs' descriptions of gendered activities serve the exemplification of technical terms, designed for the specific patient, while also casting the patient in a traditional gender role. CONCLUSION: Invoking gender in medical interaction may serve a communicative goal while also perpetuating stereotypes. PRACTICE IMPLICATIONS: Insight in the subtleties of gender construction in medical interactions could enhance gender awareness and sensitivity in healthcare.


Subject(s)
Communication , Stereotyping , Family Practice , Gender Identity , Humans , Motivation
6.
BMC Med Res Methodol ; 22(1): 191, 2022 07 11.
Article in English | MEDLINE | ID: mdl-35820827

ABSTRACT

BACKGROUND: The quality of communication between healthcare professionals (HCPs) and patients affects health outcomes. Different coding systems have been developed to unravel the interaction. Most schemes consist of predefined categories that quantify the content of communication (the what). Though the form (the how) of the interaction is equally important, protocols that systematically code variations in form are lacking. Patterns of form and how they may differ between groups therefore remain unnoticed. To fill this gap, we present CLECI, Coding Linguistic Elements in Clinical Interactions, a protocol for the development of a quantitative codebook analyzing communication form in medical interactions. METHODS: Analyzing with a CLECI codebook is a four-step process, i.e. preparation, codebook development, (double-)coding, and analysis and report. Core activities within these phases are research question formulation, data collection, selection of utterances, iterative deductive and inductive category refinement, reliability testing, coding, analysis, and reporting. RESULTS AND CONCLUSION: We present step-by-step instructions for a CLECI analysis and illustrate this process in a case study. We highlight theoretical and practical issues as well as the iterative codebook development which combines theory-based and data-driven coding. Theory-based codes assess how relevant linguistic elements occur in natural interactions, whereas codes derived from the data accommodate linguistic elements to real-life interactions and contribute to theory-building. This combined approach increases research validity, enhances theory, and adjusts to fit naturally occurring data. CLECI will facilitate the study of communication form in clinical interactions and other institutional settings.


Subject(s)
Communication , Linguistics , Data Collection , Health Personnel , Humans , Reproducibility of Results
7.
Clin Breast Cancer ; 22(5): 439-454, 2022 07.
Article in English | MEDLINE | ID: mdl-35491320

ABSTRACT

BACKGROUND: Informing patients about chemotherapy-related cognitive symptoms (CRCS) may increase perceived cognitive symptoms. This longitudinal randomized study evaluated this Adverse Information Effect (AIE) in breast cancer patients and examined whether self-affirmation (SA) can reduce AIEs (ClinicalTrials.gov identifier: NCT04813965). PATIENTS AND METHODS: Before (neo) adjuvant chemotherapy, 160 newly diagnosed breast cancer patients were randomly allocated to receive: standard information on side-effects (control), standard information with additional information about CRCS (information), or standard and additional information with a subsequent self-affirmative text (information+SA). Online-questionnaires assessed the perceived frequency (MOS-cog) and severity (MDASI-cog) of cognitive symptoms before chemotherapy (baseline, T0), and 2.5-months (T1) and 6.5-months (T2) post-chemotherapy. Higher scores indicate less frequent, and more severe symptoms, respectively. Baseline-to-follow-up analyses using a mixed-effects modeling approach compared groups over time. RESULTS: At T0-T2, 148, 140 and 133 patients responded, respectively (attrition rates: 8%, 5%, 5%). Frequency (ES = -0.36, P =.003) and severity (ES = 0.54, P <.001) of symptoms worsened from baseline to T1, without differences between groups. At T2, symptom frequency remained stable for informed (ES=-0.3, P =.021) and self-affirmed (ES=-0.3, P =.019) patients, but returned to baseline levels for controls. At T2, symptom severity remained increased for informed patients (ES = 0.3, P =.006), but normalized for self-affirmed patients (ES = 0.2, P =.178) and controls. CONCLUSION: No AIEs occurred until T2. The initial overall increase in perceived cognitive symptoms recovered at T2 for controls, but not for patients who received additional information about CRCS. Self-affirmation attenuated these longer-term AIEs for the perceived severity but not the frequency of symptoms.


Subject(s)
Breast Neoplasms , Drug-Related Side Effects and Adverse Reactions , Breast Neoplasms/psychology , Chemotherapy, Adjuvant/adverse effects , Cognition , Drug-Related Side Effects and Adverse Reactions/etiology , Female , Humans , Longitudinal Studies , Prospective Studies
8.
Patient Educ Couns ; 105(7): 2417-2421, 2022 07.
Article in English | MEDLINE | ID: mdl-35221170

ABSTRACT

OBJECTIVE: Intercultural difficulties between GPs and patients are important contributors to health disparities. Framed in an interpretivist paradigm, this paper's thematic analysis examined how Turkish-Dutch patients' expectations of Dutch GPs may result in intercultural communication difficulties. METHODS: Five focus group discussions were conducted with 21 participants of Turkish-Dutch background. Participants were asked to discuss perceived differences between GP-patient encounters in the Netherlands and Turkey. RESULTS: Our study revealed that Turkish-Dutch patients regularly expect Dutch GPs to show other behavior than they perceive to obtain on two themes, 1) dealing with patients' symptoms and 2) communication. In general, Turkish-Dutch patients expect Dutch GPs to show faster, more decisive and informative behavior in diagnostics and treatment. These expectations seem based on their experiences with practitioners in Turkey and on differences between health care systems. CONCLUSIONS: GP-patient difficulties appear primarily the result of underlying frustrations rather than clashes resulting from differences in explanatory models of illness or cultural values. PRACTICE IMPLICATIONS: Whereas systemic differences are more difficult to alter, difficulties in the communication are more readily amenable to change. Patient-centered communication and information about the reasons for being restrictive in diagnosing and treating on symptoms could alleviate these frustrations.


Subject(s)
General Practitioners , Communication , Ethnicity , Humans , Netherlands , Turkey
9.
Health Commun ; 37(6): 696-707, 2022 05.
Article in English | MEDLINE | ID: mdl-33441007

ABSTRACT

A common explanation for medically unexplained symptoms (MUS) relates patients' psychosocial concerns to their physical ailments. The present study used conversation analysis to examine how general practitioners (GPs) ascribe psychosocial causes to patients' unexplained symptoms during medical consultations. Our data consisted of 36 recorded consultations from Dutch general practice. We found that GPs raise psychosocial concerns as a potential cause of MUS in 14 consultations, either captured in 1) history-taking questions, or 2) diagnostic explanations. Whereas questions invited patient ideas, explanations did not make relevant patient responses in adjacent turns and subordinated patients' knowledge in symptom experiences to the GP's medical expertise. By questioning patients whether their symptoms may have psychosocial causes GPs enabled symptom explanations to be constructed collaboratively. Furthermore, additional data exploration showed that GPs lay ground for psychosocial ascriptions by first introducing psychosocial concerns as a consequence rather than a cause of complaints. Such preliminary activities allowed GPs to initiate rather delicate psychosocial ascriptions later in the consultation.


Subject(s)
General Practitioners , Medically Unexplained Symptoms , Communication , Humans , Physician-Patient Relations , Referral and Consultation
10.
Health Commun ; 37(7): 802-812, 2022 06.
Article in English | MEDLINE | ID: mdl-33459055

ABSTRACT

Dental caries is the most common chronic condition among children, it is thus a necessity to develop health communication tools to increase children's dental hygiene. Prior research among adults indicates that entertaining narrative communication can promote health behaviors, but knowledge on narrative effects on children's health outcomes is limited. In a repeated measures field experiment (N = 94, 4-10 years) we examined the long-term effects of repeated exposure to a humorous tooth brushing narrative about an orange monkey, versus an expository text on dental care, on children's self-reported and biomedical dental hygiene (plaque scores). We also explored narrative, affective and cognitive processes. Findings showed that the humorous narrative increased character engagement, enjoyment, and moral judgment compared with the expository condition. Enjoyment and moral judgment, in turn, predicted increases and decreases in plaque scores, respectively. We conclude that effectiveness of humorous narrative approach crucially depends on whether the child understands it when a story character is violating the rule.


Subject(s)
Dental Caries , Toothbrushing , Dental Caries/prevention & control , Health Behavior , Health Promotion , Humans
11.
J Psychosom Res ; 152: 110667, 2021 Nov 08.
Article in English | MEDLINE | ID: mdl-34775157

ABSTRACT

OBJECTIVE: Patients with medically unexplained symptoms (MUS) are believed to have a deviant way of talking about complaints. This study systematically compared linguistic markers in symptom presentations of patients with MUS and medically explained symptoms (MES). METHODS: This content analysis (cross-sectional study) conceptualized relevant linguistic markers based on previous research about MUS communication. Linguistic markers included negations ("not"), intensifiers ("very"), diminishers ("a little"), first or third person subject ("I" vs. "my body"), subjectivity markers ("I think") and abstraction ("I'm gasping for breath" vs. "I'm short of breath"). We also coded valence, reference to physical or mental states, and consultation phase. We compared 41 MUS and 41 MES transcribed video-recorded general practice consultations. Data were analyzed with binary random intercepts models. RESULTS: We selected and coded 2752 relevant utterances. Patients with MUS used less diminishers compared to patients with MES, but this main effect disappeared when consultation phase was included as predictor. For all other linguistic variables, the analyses did not reveal any variation in language use based on whether patients had MUS or MES. Importantly, utterances' valence and reference to physical or mental state did predict the use of linguistic markers. CONCLUSION: We observed no systematic variations in linguistic markers for patients who suffered from MUS compared to MES. Patients varied their language use based on utterances' valence and reference to physical or mental states. Current ideas about deviant patient communication may be based on stigmatized perceptions of how patients with MUS communicate, rather than actual differences in their talk.

12.
PLoS One ; 16(8): e0255587, 2021.
Article in English | MEDLINE | ID: mdl-34411122

ABSTRACT

Patients have ever-increasing access to web-based news about hopeful scientific developments that may or may not cure them in the future. Science communication experts agree that the quality of news provision is not always guaranteed. However, literature does not clarify in what way users are actually affected by typical news characteristics such as the news object (described developmental phase of an innovation), the news source (degree of authority), and the news style (degree of language intensification). An online vignette experiment (N = 259) investigated causal relationships between characteristics of news about diabetes innovations and patients' perceptions of future success, their interest in the innovation, and attitudes regarding current therapy adherence. Findings show that descriptions of success in mice led to higher estimations of future success chances than earlier and later developmental phases. Furthermore, news from a nonauthoritative source led to an increased interest in the innovation, and a more negative attitude towards current lifestyle advice. Lastly, the intensification of the language used in news messages showed slight adverse effects on the readers' attitude. These findings, combined with their small effect sizes, support the optimistic view that diabetes patients are generally critical assessors of health news and that future research on this topic should focus on affected fragile subgroups.


Subject(s)
Attitude to Health , Communication , Diabetes Mellitus/psychology , Diabetes Mellitus/therapy , Mass Media/standards , Patient Compliance , Patients/psychology , Adolescent , Adult , Aged , Aged, 80 and over , Female , Humans , Male , Mass Media/statistics & numerical data , Middle Aged , Perception , Young Adult
13.
Risk Anal ; 41(11): 1987-2002, 2021 11.
Article in English | MEDLINE | ID: mdl-33955574

ABSTRACT

This study aims to increase insights into the potential role of the media in the amplification and attenuation of modern risks in society, by studying the dynamics and contents of the newspaper coverage about the potential health risk posed by rubber granulate in the Netherlands. We thematically analysed 153 national newspaper articles about the risks posed by rubber granulate between September 2016 and February 2017. Our results suggest that newspaper coverage might have contributed to heightened public risk perceptions by presenting the negligible health risk as uncertain, focusing on controversy between authorities and experts, describing responses such as concerns, commotion, and adopted risk mitigation measures by members of the public, and by providing insufficient contextualization on whether hazardous substances in rubber granulate pose a threat to health. The risks posed by rubber granulate is one of the many modern risks that has become subject to heated and mediated public discussions. Our results provide in-depth insights into important content elements in media coverage during such discussions and the impact of these elements on public perceptions. Public health institutes and other authorities might be able to mitigate the amplification of risks through media coverage by means of appropriate preparedness and response.


Subject(s)
Construction Materials , Hazardous Substances , Mass Media , Rubber , Sports , Humans
15.
J Psychosom Res ; 132: 109994, 2020 05.
Article in English | MEDLINE | ID: mdl-32179304

ABSTRACT

OBJECTIVE: The apparent absence of any specific underlying diseases challenges patient-provider communication about medically unexplained symptoms (MUS). Previous research focused on general communication patterns in these interactions; however, an overview of more detailed interactional and linguistic aspects is lacking. This review aims to gain a detailed understanding of communicative challenges in MUS consultations by synthesizing evidence from conversation and discourse analytic research. METHODS: A systematic review of publications using eight databases (PubMed, Embase, CINAHL, PsychINFO, Web of Science, MLA International Bibliography, LLBA and Communication Abstracts). Search terms included 'MUS', 'linguistics' and 'communication'. Additional studies were identified by contacting experts and searching bibliographies. We included linguistic and/or interactional analyses of natural patient-provider interactions about MUS. Two authors independently extracted the data, and quality appraisal was based on internal and external validity. RESULTS: We identified 18 publications that met the inclusion criteria. The linguistic and interactional features of MUS consultations pertained to three dimensions: 1) symptom recognition, 2) double trouble potential (i.e. patients and providers may have differing views on symptoms and differing knowledge domains), and 3) negotiation and persuasion (in terms of acceptable explanations and subsequent psychological treatment). We describe the recurrent linguistic and interactional features of these interactions. CONCLUSIONS: Despite the presence of a double trouble potential in MUS consultations, validation of symptoms and subtle persuasive conduct may facilitate agreement on illness models and subsequent (psychological) treatment.


Subject(s)
Linguistics/methods , Medically Unexplained Symptoms , Referral and Consultation/standards , Communication , Female , Humans , Male
16.
J Med Internet Res ; 21(11): e14554, 2019 11 13.
Article in English | MEDLINE | ID: mdl-31719025

ABSTRACT

BACKGROUND: Although experts agree that Web-based health information often contains exaggeration and misrepresentation of science, it is not yet known how this information affects the readers' sentiments. OBJECTIVE: This study aimed to investigate whether specific aspects of Web-based diabetes research news are associated with positive or negative sentiments in readers. METHODS: A retrospective observational study of the comments on diabetes research news posted on Facebook pages was conducted as a function of the innovations' developmental phase, the intended treatment effect, and the use of strong language to intensify the news messages (superlatives). Data for the investigation were drawn from the diabetes research news posted between January 2014 and January 2018 on the two largest Dutch Facebook pages on diabetes and the corresponding reader comments. By manually coding these Facebook user comments, three binary outcome variables were created, reflecting the presence of a positive sentiment, the presence of a negative sentiment, and the presence of a statement expressing hopefulness. RESULTS: Facebook users made a total of 3710 comments on 173 diabetes research news posts that were eligible for further analysis. Facebook user comments on posts about diabetes prevention (odds ratio [OR] 0.55, 95% CI 0.37-0.84), improved blood glucose regulation (OR 0.68, 95% CI 0.56-0.84), and symptom relief (OR 0.31, 95% CI 0.21-0.44) were associated with less positive sentiments as compared with potential diabetes cures. Furthermore, comments on innovations supported by preclinical evidence in animals were associated with more positive sentiments (OR 1.46, 95% CI 1.07-1.99) and statements expressing hope (OR 1.47, 95% CI 1.01-2.14), when compared with innovations that have evidence from large human trials. This study found no evidence for the associations between language intensification of the news posts and the readers' sentiments. CONCLUSIONS: Our finding that the attitudes toward diabetes research news on Facebook are most positive when clinical efficacy is not (or not yet) proven in large patient trials suggests that news authors and editors, as well as medical professionals, must exercise caution when acting as a conduit for diabetes research news.


Subject(s)
Diabetes Mellitus/epidemiology , Information Seeking Behavior , Journalism, Medical/standards , Social Media/standards , Humans , Netherlands/epidemiology , Retrospective Studies
17.
Patient Educ Couns ; 102(12): 2349-2352, 2019 12.
Article in English | MEDLINE | ID: mdl-31288956

ABSTRACT

OBJECTIVE: General practitioners (GPs) disclose more uncertainty (e.g. "I don't know") in consultations with patients presenting medically unexplained symptoms (MUS) versus medically explained symptoms (MES), which could negatively affect patient outcomes. This study assessed if this pattern also holds for more subtle, implicit uncertainty expressions (e.g. "maybe", "might") during different consultation phases, and assessed their relation to patient pre-post consultation anxiety. METHODS: We quantified implicit markers of uncertainty of 18 GPs in 82 consultations about MUS or MES during different consultation phases. Relative frequencies of implicit uncertainty per consultation were regressed on differences in momentary anxiety pre and post consultation. RESULTS: We coded 2590  GP utterances. Uncertainty expressions were more frequent in MUS versus MES consultations (OR = 1.54, p = .004), especially during diagnosis and treatment recommendations compared to physical examinations (OR =0 .45, p = .001). Implicit uncertainty was not related to patients' changes in anxiety (b = -0.11, p = .817). CONCLUSIONS: GPs express more uncertainty during MUS (versus MES) consultations, especially during the diagnostic phase and treatment recommendations. This does not necessarily affect patient anxiety. PRACTICE IMPLICATIONS: Implicit uncertainty expressions reflect the mere complexity of communicating a medically unexplained diagnosis, which does not affect patient anxiety.


Subject(s)
Communication , General Practitioners/psychology , Medically Unexplained Symptoms , Physician-Patient Relations , Primary Health Care/statistics & numerical data , Referral and Consultation/statistics & numerical data , Uncertainty , Adult , Anxiety , Attitude of Health Personnel , Female , Humans , Male , Middle Aged , Somatoform Disorders
18.
JMIR Cancer ; 5(1): e9887, 2019 Apr 17.
Article in English | MEDLINE | ID: mdl-30994468

ABSTRACT

BACKGROUND: Peer-to-peer online support groups and the discussion forums in these groups can help patients by providing opportunities for increasing their empowerment. Most previous research on online empowerment and online social support uses qualitative methods or questionnaires to gain insight into the dynamics of online empowerment processes. OBJECTIVE: The overall goal of this study was to analyze the presence of the empowerment processes in the online peer-to-peer communication of people affected by cancer, using text mining techniques. Use of these relatively new methods enables us to study social processes such as empowerment on a large scale and with unsolicited data. METHODS: The sample consisted of 5534 messages in 1708 threads, written by 2071 users of a forum for cancer patients and their relatives. We labeled the posts in our sample with 2 types of labels: labels referring to empowerment processes and labels denoting psychological processes. The latter were identified using the Linguistic Inquiry and Word Count (LIWC) method. Both groups of labels were automatically assigned to posts. Automatic labeling of the empowerment processes was done by text classifiers trained on a manually labeled subsample. For the automatic labeling of the LIWC categories, we used the Dutch version of the LIWC consisting of a total of 66 word categories that are assigned to text based on occurrences of words in the text. After the automatic labeling with both types of labels, we investigated (1) the relationship between empowerment processes and the intensity of online participation, (2) the relationship between empowerment processes and the LIWC categories, and (3) the differences between patients with different types of cancer. RESULTS: The precision of the automatic labeling was 85.6%, which we considered to be sufficient for automatically labeling the complete corpus and doing further analyses on the labeled data. Overall, 62.94% (3482/5532) of the messages contained a narrative, 23.83% (1318/5532) a question, and 27.49% (1521/5532) informational support. Emotional support and references to external sources were less frequent. Users with more posts more often referred to an external source and more often provided informational support and emotional support (Kendall τ>0.2; P<.001) and less often shared narratives (Kendall τ=-0.297; P<.001). A number of LIWC categories are significant predictors for the empowerment processes: words expressing assent (ok and yes) and emotional processes (expressions of feelings) are significant positive predictors for emotional support (P=.002). The differences between patients with different types of cancer are small. CONCLUSIONS: Empowerment processes are associated with the intensity of online use. The relationship between linguistic analyses and empowerment processes indicates that empowerment processes can be identified from the occurrences of specific linguistic cues denoting psychological processes.

19.
Soc Sci Med ; 226: 47-55, 2019 04.
Article in English | MEDLINE | ID: mdl-30844672

ABSTRACT

RATIONALE: Nocebo studies show that informing patients about treatment side effects can adversely impact expectancies and symptom reporting. OBJECTIVE: The current study examined how to inform patients fully about treatment side effects without increasing their occurrence. Extending theoretical assumptions about self-affirmation from the social-psychological to the medical domain, we tested whether allowing cancer patients to self-affirm prior to informing them about potential cognitive decline reduced the occurrence of Adverse Information Effects (AIE) on cognitive problem reporting (CPR) and verbal memory performance. METHOD: Participants were 90 Dutch and Belgian gastrointestinal cancer patients with and without chemotherapy experience. Patients were randomized across three experimental conditions (information about chemotherapy-related cognitive problems with or without self-affirmation; no-information control) before completing an online questionnaire. Data were collected from May until August 2015. Main dependent variables were CPR and verbal memory performance. Stigma consciousness was included as a moderator. RESULTS: Informing patients about chemotherapy-related cognitive problems increased CPR and decreased scores on two out of three memory measures. Self-affirmation reduced these AIE. Stigma conscious patients reported more problems in the information than the self-affirmation group. CONCLUSIONS: Nocebo effects may be reduced by allowing patients the opportunity to restore their self-integrity at the implicit level. Self-affirmation has the potential to reduce AIE in patient populations without withholding relevant information about potential treatment side effects.


Subject(s)
Cognitive Dysfunction , Drug-Related Side Effects and Adverse Reactions/prevention & control , Gastrointestinal Neoplasms/complications , Information Dissemination/methods , Aged , Analysis of Variance , Belgium , Female , Gastrointestinal Neoplasms/psychology , Humans , Male , Middle Aged , Netherlands , Outcome Assessment, Health Care/statistics & numerical data , Surveys and Questionnaires
20.
Emerg Infect Dis ; 25(4): 821-823, 2019 04.
Article in English | MEDLINE | ID: mdl-30882322

ABSTRACT

We tested the effect of prior vaccination on response to communication strategies in a hypothetical news article about an influenza pandemic. Vaccinated were more likely than nonvaccinated participants to plan future vaccination, and future vaccination intent was greater with certain communication strategies. Using these findings to target communication may increase vaccination rates.


Subject(s)
Influenza, Human/prevention & control , Vaccination/statistics & numerical data , Adult , Communication , Humans , Influenza, Human/epidemiology , Surveys and Questionnaires
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