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1.
BMC Pregnancy Childbirth ; 24(1): 527, 2024 Aug 12.
Article in English | MEDLINE | ID: mdl-39134970

ABSTRACT

BACKGROUND: By addressing physical and psychosocial needs, group care (GC) improves health-related behaviours, peer support, parent-provider interactions and may improve birth outcomes. Hence, global implementation of GC is encouraged. Context analyses prior to implementation are vital to elucidate which local factors may support or hinder implementation. METHODS: Contextual analyses conducted in the Netherlands and Suriname were compared to identify the factors relevant to the implementability of GC as perceived by healthcare professionals (HCPs). 32 semi-structured interviews were conducted with Dutch and Surinamese healthcare professionals. Audio recordings were transcribed verbatim and coded using the Framework approach. The Consolidated Framework for Implementation Research guided the development of the interview guide and of the coding tree. RESULTS: Outer setting: Concerns regarding funding surfaced in both countries. Due to limited health insurance coverage, additional fees would limit accessibility in Suriname. In the Netherlands, midwives dreaded lower revenue due to reimbursement policies that favour one-on-one care. Inner setting: Appropriate space for GC was absent in one Dutch and three Surinamese facilities. Role division regarding GC implementation was clearer in the Netherlands than in Suriname. INNOVATION: HCPs from both countries expected increased social support, health knowledge among women, and continuity of care(r). Individuals/innovation deliverers: Self-efficacy and motivation emerged as intertwined determinants to GC implementation in both countries. Individuals/innovation recipients: Competing demands can potentially lower acceptability of GC in both countries. While Dutch HCPs prioritised an open dialogue with mothers, Surinamese HCPs encouraged the inclusion of partners. PROCESS: Campaigns to raise awareness of GC were proposed. Language barriers were a concern for Dutch but not for Surinamese HCPs. CONCLUSIONS: While the most striking differences between both countries were found in the outer setting, they trickle down and affect all layers of context. Ultimately, at a later stage, the process evaluation will show if those outer setting barriers we identified prior to implementation actually hindered GC implementation. Changes to the health care systems would ensure sustained implementation in both countries, and this conclusion feeds into a more general discussion: how to proceed when contextual analyses reveal barriers that cannot be addressed with the time and resources available.


Subject(s)
Qualitative Research , Humans , Suriname/ethnology , Netherlands , Female , Pregnancy , Health Services Accessibility , Adult , Attitude of Health Personnel , Midwifery , Health Personnel/psychology , Social Support
2.
Health Res Policy Syst ; 22(1): 89, 2024 Aug 02.
Article in English | MEDLINE | ID: mdl-39095848

ABSTRACT

BACKGROUND: The implementation of youth care guidelines remains a complex process. Several evidence-based frameworks aid the identification and specification of implementation determinants and strategies. However, the influence of specific strategies on certain determinants remains unclear. Therefore, we need to clarify which active ingredients of strategies, known as behaviour change techniques (BCTs), elicit behaviour change and improve implementation outcomes. With this knowledge, we are able to formulate evidence-based implementation hypotheses. An implementation hypothesis details how determinants and in turn, implementation outcomes might be influenced by specific implementation strategies and their BCTs. We aimed to identify (1) determinants relevant to the implementation of youth care guidelines and (2) feasible and potentially effective implementation hypotheses. METHODS: A four-round online modified Delphi study was conducted. In the first round, experts rated the implementation determinants based on their relevance. Next, experts formulated implementation hypotheses by connecting BCTs and implementation strategies to determinants and were asked to provide a rationale for their choices. In round three, the experts reconsidered and finalised their hypotheses based on an anonymous overview of all formulated hypotheses, including rationales. Finally, the experts rated the implementation hypotheses based on their potential effectiveness and feasibility. RESULTS: Fourteen experts completed the first, second, and third rounds, with 11 completed the final round. Guideline promotion, mandatory education, presence of an implementation leader, poor management support, knowledge regarding guideline use, and a lack of communication skills were reported as most relevant determinants. In total, 46 hypotheses were formulated, ranging from 6 to 9 per determinant. For each determinant, we provide an overview of the implementation hypotheses that were most commonly deemed feasible and potentially effective. CONCLUSION: This study offers valuable insights into youth care guideline implementation by systematically identifying relevant determinants and formulating hypotheses based on expert input. Determinants related to engagement and to knowledge and skills were found to be relevant to youth care guideline implementation. This study offers a set of hypotheses that could help organisations, policymakers, and professionals guide the implementation process of youth care guidelines to ultimately improve implementation outcomes. The effectiveness of these hypotheses in practice remains to be assessed.


Subject(s)
Consensus , Delphi Technique , Humans , Adolescent , Practice Guidelines as Topic , Female , Male , Guideline Adherence , Adult , Middle Aged
3.
Implement Sci Commun ; 5(1): 68, 2024 Jun 20.
Article in English | MEDLINE | ID: mdl-38902838

ABSTRACT

INTRODUCTION: Behavior change techniques (BCTs) are considered as active components of implementation strategies, influencing determinants and, ultimately, implementation performance. In our previous Delphi study, experts formulated 'implementation hypotheses', detailing how specific combinations of BCTs and strategies (referred to as BCT-strategy combinations) might influence determinants and guideline implementation within youth care. For example, educational meetings providing instructions on guideline use were hypothesized to enhance practitioners' knowledge and, consequently, guideline implementation. However, these hypotheses have not been verified in practice yet. METHOD: We conducted a cross-sectional study involving practitioners and management professionals from youth (health)care organizations. Using questionnaires, we obtained data on the presence of BCT-strategy combinations and their perceived influence on determinants and implementation performance. Chi-squared tests and regression analyses were employed to determine the influence of specific BCT-strategy combinations on determinants and implementation performance. RESULTS: Our analyses included data from 104 practitioners and 34 management professionals. Most of the management professionals indicated that the BCT-strategy combinations positively influenced or had the potential to influence their implementation performance. At the practitioner level, half of the combinations were perceived to have a positive influence on determinants and implementation performance. Furthermore, practitioners who reported the absence of BCT-strategy combinations were more skeptical about their potential influence on determinants and implementation performance. CONCLUSION: Several BCT-strategy combinations were perceived to improve or potentially improve implementation performance of both practitioners and management professionals. In the development and evaluation of implementation efforts, we advocate for clearly describing the implementation effort's objective and using frameworks that detail the BCTs inducing behavior change, the strategy employed, and the processes driving the observed changes. Understanding these interconnected processes is important in designing targeted, evidence-based behavior change interventions. This understanding optimizes resource allocation and contributes to the overall success of implementation efforts in youth care.

4.
Child Adolesc Psychiatry Ment Health ; 17(1): 133, 2023 11 28.
Article in English | MEDLINE | ID: mdl-38017555

ABSTRACT

We investigated parental attachment and prosocial behavior as social protective indicators in adolescents (age 11­17) with symptoms of depression in a clinical setting. Specifically, we tested the moderating effect of these factors on the relation between symptoms of depression and their impairment on daily life. The Development and Well-Being Assessment, as completed by children, mothers, and fathers, was used, and hierarchical multiple regression analyses were conducted for these three perspectives. From the adolescents' reports, we only found a significant effect of symptoms on impairment, indicating that a higher number of symptoms were related to higher impairment. For the mothers and fathers, a higher score on the adolescents' prosocial behavior was related to a lower impairment from depression symptoms on the daily life of the adolescent and the family. Only for the mothers did a higher score on prosocial behavior buffer the effect of symptoms on impairment, while a higher parental attachment score was associated with a lower impairment. Further, when examining maternal and paternal attachment separately, only the mothers reported less impairment when perceiving that the adolescent was attached to the father. Paternal attachment even buffered the effect of symptoms on impairment. To conclude, our results indicate that social protective factors, from the parent's perspective, are likely to have a beneficial effect in clinical practice and should be taken into account when examining impairment scores. Future studies should investigate whether additional protective indicators from the adolescents' perspective, such as quality of parental attachment or family climate, may have a positive impact on their daily functioning.

5.
J Med Internet Res ; 25: e45223, 2023 08 22.
Article in English | MEDLINE | ID: mdl-37606969

ABSTRACT

BACKGROUND: Digital interventions are increasingly used to support smoking cessation. Ex-smokers iCoach was a widely available app for smoking cessation used by 404,551 European smokers between June 15, 2011, and June 21, 2013. This provides a unique opportunity to investigate the uptake of a freely available digital smoking cessation intervention and its effects on smoking-related outcomes. OBJECTIVE: We aimed to investigate whether there were distinct trajectories of iCoach use, examine which baseline characteristics were associated with user groups (based on the intensity of use), and assess if and how these groups were associated with smoking-related outcomes. METHODS: Analyses were performed using data from iCoach users registered between June 15, 2011, and June 21, 2013. Smoking-related data were collected at baseline and every 3 months thereafter, with a maximum of 8 follow-ups. First, group-based modeling was applied to detect distinct trajectories of app use. This was performed in a subset of steady users who had completed at least 1 follow-up measurement. Second, ordinal logistic regression was used to assess the baseline characteristics that were associated with user group membership. Finally, generalized estimating equations were used to examine the association between the user groups and smoking status, quitting stage, and self-efficacy over time. RESULTS: Of the 311,567 iCoach users, a subset of 26,785 (8.6%) steady iCoach users were identified and categorized into 4 distinct user groups: low (n=17,422, 65.04%), mild (n=4088, 15.26%), moderate (n=4415, 16.48%), and intensive (n=860, 3.21%) users. Older users and users who found it important to quit smoking had higher odds of more intensive app use, whereas men, employed users, heavy smokers, and users with higher self-efficacy scores had lower odds of more intensive app use. User groups were significantly associated with subsequent smoking status, quitting stage, and self-efficacy over time. For all groups, over time, the probability of being a smoker decreased, whereas the probability of being in an improved quitting stage increased, as did the self-efficacy to quit smoking. For all outcomes, the greatest change was observed between baseline and the first follow-up at 3 months. In the intensive user group, the greatest change was seen between baseline and the 9-month follow-up, with the observed change declining gradually in moderate, mild, and low users. CONCLUSIONS: In the subset of steady iCoach users, more intensive app use was associated with higher smoking cessation rates, increased quitting stage, and higher self-efficacy to quit smoking over time. These users seemed to benefit most from the app in the first 3 months of use. Women and older users were more likely to use the app more intensively. Additionally, users who found quitting difficult used the iCoach app more intensively and grew more confident in their ability to quit over time.


Subject(s)
Mobile Applications , Smoking Cessation , Male , Female , Humans , Smokers , Ex-Smokers , Smoking
6.
BMC Pregnancy Childbirth ; 23(1): 592, 2023 Aug 18.
Article in English | MEDLINE | ID: mdl-37596532

ABSTRACT

BACKGROUND: Suriname is a uppermiddle-income country with a relatively high prevalence of preventable pregnancy complications. Access to and usage of high-quality maternity care services are lacking. The implementation of group care (GC) may yield maternal and child health improvements. However, before introducing a complex intervention it is pivotal to develop an understanding of the local context to inform the implementation process. METHODS: A context analysis was conducted to identify local needs toward maternity and postnatal care services, and to assess contextual factor relevant to implementability of GC. During a Rapid Qualitative Inquiry, 63 online and face-to-face semi-structured interviews were held with parents, community members, on-and off-site healthcare professionals, policy makers, and one focus group with parents was conducted. Audio recordings were transcribed in verbatim and analysed using thematic analysis and Framework Method. The Consolidated Framework for Implementation Research served as a base for the coding tree, which was complemented with inductively derived codes. RESULTS: Ten themes related to implementability, one theme related to sustainability, and seven themes related to reaching and participation of the target population in GC were identified. Factors related to health care professionals (e.g., workload, compatibility, ownership, role clarity), to GC, to recipients and to planning impact the implementability of GC, while sustainability is in particular hampered by sparse financial and human resources. Reach affects both implementability and sustainability. Yet, outer setting and attitudinal barriers of health professionals will likely affect reach. CONCLUSIONS: Multi-layered contextual factors impact not only implementability and sustainability of GC, but also reach of parents. We advise future researchers and implementors of GC to investigate not only determinants for implementability and sustainability, but also those factors that may hamper, or facilitate up-take. Practical, attitudinal and cultural barriers to GC participation need to be examined. Themes identified in this study will inspire the development of adaptations and implementation strategies at a later stage.


Subject(s)
Child Care , Maternal Health Services , Pregnancy , Child , Humans , Female , Child Health , Suriname , Family
7.
Eval Health Prof ; 46(1): 3-22, 2023 03.
Article in English | MEDLINE | ID: mdl-35594377

ABSTRACT

The objective was to assess active ingredients, change mechanisms, and fidelity in interventions aiming to increase the quality of smoking cessation care in the Dutch primary healthcare setting. We conducted a systematic review searching five scientific databases on August 2nd, 2019, updated on October 28th, 2021. We included effect data of behavioural interventions aiming at improving the provision of smoking cessation support by Dutch primary care providers to their patients. We excluded studies published before 2000 and those without a behavioural support intervention for primary care providers targeting smoking cessation in their patients. We found 1939 articles and included 15 distinct interventions in the review. We provided an overview of study characteristics, intervention effects, fidelity, active ingredients and change mechanisms using the Behaviour Change Techniques (BCT) Taxonomy and Mechanisms of Action (MoAs) protocols. Interventions seemed more effective when including a face-to-face component, using active learning strategies and providing a tool to help follow the guidelines in practice (e.g., physical cards with information). BCTs, MoAs, and fidelity were overall poorly reported on. To support the application of smoking cessation practices in Dutch primary care, we recommend implementation of face-to-face training programs incorporating active skill training elements combined with practical tools.


Subject(s)
Smoking Cessation , Humans , Smoking Cessation/methods , Delivery of Health Care , Behavior Therapy/methods , Primary Health Care
8.
Implement Sci Commun ; 3(1): 125, 2022 Nov 24.
Article in English | MEDLINE | ID: mdl-36424641

ABSTRACT

BACKGROUND: Group care (GC) improves the quality of maternity care, stimulates women's participation in their own care and facilitates growth of women's social support networks. There is an urgent need to identify and disseminate the best mechanisms for implementing GC in ways that are feasible, context appropriate and sustainable. This protocol presents the aims and methods of an innovative implementation research project entitled Group Care in the first 1000 days (GC_1000), which addresses this need. AIMS: The aim of GC_1000 is to co-create and disseminate evidence-based implementation strategies and tools to support successful implementation and scale-up of GC in health systems throughout the world, with particular attention to the needs of 'vulnerable' populations. METHODS: By working through five inter-related work packages, each with specific tasks, objectives and deliverables, the global research team will systematically examine and document the implementation and scale-up processes of antenatal and postnatal GC in seven different countries. The GC_1000 project is grounded theoretically in the consolidated framework for implementation research (CFIR), while the process evaluation is guided by 'Realistic Evaluation' principles. Data are gathered across all research phases and analysis at each stage is synthesized to develop Context-Intervention-Mechanism-Outcome configurations. DISCUSSION: GC_1000 will generate evidence-based knowledge about the integration of complex interventions into diverse health care systems. The 4-year project also will pave the way for sustained implementation of GC, significantly benefitting populations with adverse pregnancy and birthing experiences as well as poor outcomes.

9.
BMJ Open ; 12(4): e055812, 2022 04 04.
Article in English | MEDLINE | ID: mdl-35379626

ABSTRACT

INTRODUCTION: Cervical cancer screening in general practice could be a routine moment to provide female smokers with stop smoking advice and support. The aim of this study is to assess the effect of a stop smoking strategy delivered by trained practice assistants after the cervical smear, and to evaluate the implementation process. METHODS AND ANALYSIS: The study is a two-arm, pragmatic cluster randomised trial, in Dutch general practice. Randomisation takes place 1:1 at the level of the general practice. Practices either deliver the SUCCESS stop smoking strategy or the usual care condition. The strategy consists of brief stop smoking advice based on the Ask-Advise-Connect method and is conducted by trained practice assistants after routine cervical cancer screening. The primary outcome is the performance of a serious quit attempt in the 6 months after screening. Secondary outcomes are 7-day point prevalence abstinence, reduction in the number of cigarettes per day and transition in motivation to quit smoking. Follow-up for these measurements takes place after 6 months. Analysis on the primary outcome aims to detect a 10% difference between treatment arms (0.80 power, p=0.05, using a one-sided test), and will be performed according to the intention to treat principle. The process evaluation will assess feasibility, acceptability and barriers or enablers to the strategy's implementation. For this purpose, both qualitative and quantitative data will be collected via questionnaires and in-depth interviews, respectively, in both individual study participants and involved staff. ETHICS AND DISSEMINATION: The Dutch Ministry of Health, Welfare and Sport approved of the trial after an advisory report from the Health Council (Nr. 2018/17). A licence was provided to conduct the study under the Population Screening Act. Study results will be disseminated through publications in peer-reviewed journals and conference presentations. TRIAL REGISTRATION NUMBER: NL5052 (NTR7451).


Subject(s)
General Practice , Smoking Cessation , Uterine Cervical Neoplasms , Early Detection of Cancer , Family Practice , Female , Humans , Pragmatic Clinical Trials as Topic , Randomized Controlled Trials as Topic , Smoking Cessation/methods , Uterine Cervical Neoplasms/diagnosis , Uterine Cervical Neoplasms/prevention & control
10.
Birth ; 49(2): 329-340, 2022 06.
Article in English | MEDLINE | ID: mdl-35092071

ABSTRACT

BACKGROUND: CenteringPregnancy (CP), a model of group antenatal care, was implemented in 2012 in the Netherlands to improve perinatal health; CP is associated with improved pregnancy outcomes. However, motivating women to participate in CP can be difficult. As such, we explored the characteristics associated with CP uptake and attendance and then investigated whether participation differs between health care facilities. In addition, we examined the reasons why women may decline participation and the reasons for higher or lower attendance rates. METHODS: Data from a stepped-wedge cluster randomized controlled trial were used. Univariate and multivariate logistic regression models were used to determine associations among women's health behavior, sociodemographic and psychosocial characteristics, health care facilities, and participation and attendance in CP. RESULTS: A total of 2562 women were included in the study, and the average participation rate was 31.6% per health care facility (range of 10%-53%). Nulliparous women, women <26 years old or >30 years old, and women reporting average or high levels of stress were more likely to participate in CP. Participation was less likely for women who had stopped smoking before prenatal intake, or who scored below average on lifestyle/pregnancy knowledge. For those participating in CP, 87% attended seven or more out of the 10 sessions, and no significant differences were found in women's characteristics when compared for higher or lower attendance rates. After the initial uptake, group attendance rates remained high. CONCLUSION: A more comprehensive understanding of the variation in participation rate between health care facilities is required, in order to develop effective strategies to improve the recruitment of women, especially those with less knowledge and understanding of health issues and smoking habits.


Subject(s)
Pregnancy Outcome , Prenatal Care , Adult , Female , Health Behavior , Humans , Netherlands , Parturition , Pregnancy , Prenatal Care/psychology
11.
Soc Sci Med ; 295: 113122, 2022 02.
Article in English | MEDLINE | ID: mdl-32576403

ABSTRACT

This qualitative case study uses a life-course approach to explore syndemic vulnerability in a former fishing village in the Netherlands. Building on four years of fieldwork in a low-income neighborhood, we explored salient themes between and across families and generations. Elderly community members (>65 years) were interviewed to map village history and explore how contextual factors have affected family life, health, and wellbeing since the 1940s. We systematically traced and compared processes leading to or from syndemic vulnerability by studying seven families across three generations. Adults with at least one of clustering diseases, their parents (when possible), and their children participated in semi-structured life-course interviews. A complex interaction of endemic social conditions, sociocultural normative processes, learned health behaviors, and disheartening life events shaped families' predispositions for a syndemic of psychological distress, cardiometabolic conditions, and musculoskeletal pain. Educational attainment, continued social support, and aspirational capabilities emerged as themes related to decreasing syndemic vulnerability. This study demonstrates that syndemic vulnerability is potentially intergenerational and reveals the need for culturally sensitive and family-focused syndemic interventions. Future longitudinal research should focus on unravelling the pathogenesis of the clustering of psychological distress, cardiometabolic conditions, and musculoskeletal pain among young people.


Subject(s)
Psychological Distress , Syndemic , Adolescent , Adult , Aged , Child , Humans , Hunting , Netherlands/epidemiology , Poverty
12.
Front Public Health ; 9: 747725, 2021.
Article in English | MEDLINE | ID: mdl-34957012

ABSTRACT

Prevention programs often are directed at either parents or children separately, thereby ignoring the intergenerational aspect of health and well-being. Engaging the family is likely to improve both the uptake and long-term impact of health behavior change. We integrated an intergenerational approach into a frequently used shared assessment tool for children's care needs. The current study's aim was 2-fold: to monitor this family-engagement tool's effects on both children and their parents' health behaviors and well-being, and to examine the different dynamics of health behavioral change within a family. Method: We followed 12 children ages 10-14 years and their parents for 12 weeks using an explanatory mixed-methods design comprising interviews, questionnaires, and an n-of-1 study. During home visits at the beginning and end of the study, we interviewed children and their parents about their expectations and experiences, and measured their height and weight. Furthermore, we collected secondary data, such as notes from phone and email conversations with parents, as well as evaluation forms from professionals. In the n-of-1 study, families were prompted three times a week to describe their day and report on their vegetable intake, minutes of exercise, health behavior goals, and psychosomatic well-being. The interviews, notes, and evaluation forms were analyzed using qualitative content analyses. For the n-of-1 study, we performed multi-level time-series analyses across all families to assess changes in outcomes after consulting the family-engagement tool. Using regression analyses with autocorrelation correction, we examined changes within individual families. Results: Five child-mother dyads and three child-mother-father triads provided sufficient pre- and post-data. The mean minutes of children's physical activity significantly increased, and mothers felt more energetic, but other outcomes did not change. In consultations related to overweight, the family-engagement tool often was used without setting specific or family goals. Conclusions: The family-engagement approach elicited positive effects on some families' health and well-being. For multifaceted health problems, such as obesity, family-engagement approaches should focus on setting specific goals and strategies in different life domains, and for different family members.


Subject(s)
Diet, Healthy , Adolescent , Child , Exercise , Family/psychology , Humans , Parents/psychology
13.
Front Public Health ; 9: 658240, 2021.
Article in English | MEDLINE | ID: mdl-34136452

ABSTRACT

Background and Objectives: Early identification of child mental health problems (MHPs) is important to provide adequate, timely treatment. Dutch preventive youth healthcare monitors all aspects of a child's healthy development. We explored the usefulness of their electronic health records (EHRs) in scientific research and aimed to develop prediction models for child MHPs. Methods: Population-based cohort study with anonymously extracted electronic healthcare data from preventive youth healthcare centers in the Leiden area, the Netherlands, from the period 2005-2015. Data was analyzed with respect to its continuity, percentage of cases and completeness. Logistic regression analyses were conducted to develop prediction models for the risk of a first recorded concern for MHPs in the next scheduled visit at age 3/4, 5/6, 10/11, and 13/14 years. Results: We included 26,492 children. The continuity of the data was low and the number of concerns for MHPs varied greatly. A large number of determinants had missing data for over 80% of the children. The discriminatory performance of the prediction models were poor. Conclusions: This is the first study exploring the usefulness of EHRs from Dutch preventive youth healthcare in research, especially in predicting child MHPs. We found the usefulness of the data to be limited and the performance of the developed prediction models was poor. When data quality can be improved, e.g., by facilitating accurate recording, or by data enrichment from other available sources, the analysis of EHRs might be helpful for better identification of child MHPs.


Subject(s)
Electronic Health Records , Mental Health , Adolescent , Child , Cohort Studies , Delivery of Health Care , Humans , Netherlands/epidemiology
14.
J Glob Health ; 11: 04029, 2021 Apr 17.
Article in English | MEDLINE | ID: mdl-33959260

ABSTRACT

BACKGROUND: Disease clustering is a growing public health concern and is increasingly linked to adverse socioeconomic conditions. Few population-based studies have focussed on interaction between non-communicable diseases. In this cross-sectional study, we examine clustering of, and synergistic interactions between, frequently occurring non-communicable diseases in Katwijk, a former fishing village in the Netherlands. Additionally, our study identifies contextual variables associated with these clusters of non-communicable diseases. METHODS: In a survey among adults (>19 years) living in the former fishing village Katwijk, Netherlands, were asked about non-communicable diseases, psychological distress, self-rated health scores and contextual factors, eg, socio-demographic, psychosocial and health behavior characteristics. Interaction was measured on the additive and the multiplicative scale. We used generalized ordered logistic regression analysis to examine associations with contextual variables. RESULTS: Three disease clusters were found to be most prevalent among the study participants (n = 1408). Each cluster involved a combination of frequently occurring conditions in this population: psychological distress (n = 261, 19%), cardiometabolic diseases (n = 449, 32%) and musculoskeletal pain (n = 462, 33%). These three diseases interact synergistically on the additive scale to increase the odds of reporting a low self-rated health. None of the disease clusters showed a statistically significant positive interaction on a multiplicative scale. Multiple contextual factors were associated with these disease clusters, including gender, loneliness, experiencing financial stress, and a BMI≥30. CONCLUSION: Our findings imply that psychological distress, cardiometabolic diseases and musculoskeletal pain synergistically interact, leading to a much lower self-rated health than expected. Several contextual factors are related to this interaction emphasizing the importance of a multicomponent, ecological approach.


Subject(s)
Cardiovascular Diseases , Musculoskeletal Pain , Psychological Distress , Adult , Cardiovascular Diseases/epidemiology , Cross-Sectional Studies , Humans , Musculoskeletal Pain/epidemiology , Syndemic
15.
Comput Biol Med ; 125: 103973, 2020 10.
Article in English | MEDLINE | ID: mdl-32916386

ABSTRACT

This study proposes a framework for mining temporal patterns from Electronic Medical Records. A new scoring scheme based on the Wilson interval is provided to obtain frequent and predictive patterns, as well as to accelerate the mining process by reducing the number of patterns mined. This is combined with a case study using data from general practices in the Netherlands to identify children at risk of suffering from mental disorders. To develop an accurate model, feature engineering methods such as one hot encoding and frequency transformation are proposed, and the pattern selection is tailored to this type of clinical data. Six machine learning models are trained on five age groups, with XGBoost achieving the highest AUC values (0.75-0.79) with sensitivity and specificity above 0.7 and 0.6 respectively. An improvement is demonstrated by the models learning from patterns in addition to non-temporal features.


Subject(s)
Electronic Health Records , Mental Health , Child , Humans , Machine Learning , Netherlands/epidemiology
16.
BMJ Open ; 10(4): e035799, 2020 04 15.
Article in English | MEDLINE | ID: mdl-32300000

ABSTRACT

OBJECTIVE: To quantify general practitioners' (GPs) sensitivity to anxiety disorders (ADs) when confronted with the range of symptoms common to children with ADs. Also, to explore GPs' conscious preferences and implicit tendencies for referral of children with ADs to mental healthcare. DESIGN AND SETTING: In a cross-sectional vignette-based survey, all attendees of a Dutch continuing medical education conference for primary care physicians were presented with subtitled audio fragments of five vignettes that we constructed to mimic symptom presentation of children with ADs in general practice. We asked attendees to select per vignette the most plausible diagnoses and most adequate referral option, and for their general referral preferences when they suspect each of the most common mental health problems. PARTICIPANTS: A sample of 229 GPs, resulting in a total of 1128 vignette evaluations. MAIN OUTCOME MEASURE: GPs' selection rate of ADs in the five vignettes compared with a benchmark provided by mental health professionals (MHPs). RESULTS: Overall, recognition of ADs was less likely in GPs compared with MHPs (OR=0.26, 95% CI 0.15 to 0.46). GPs varied in their recognition of anxiety, with 44.1% not once selecting anxiety as the probable presenting problem. When asked explicitly, 63.9% of the GPs reported that they would refer a child to mental healthcare when they suspect probable ADs. By contrast, only 12.0% of the GPs who recognised anxiety in the vignettes actually selected that referral option. CONCLUSION: A significant fraction of GPs did not notice the depicted symptoms as anxiety. Despite the widespread prevalence of ADs, GPs seem to overlook anxiety already in their early diagnostic opinion. Improving GPs' familiarity with initial symptom presentation, ADs' base-rate, relevance and impact yields potential for timely recognition.


Subject(s)
Anxiety Disorders/diagnosis , Clinical Competence , General Practitioners , Referral and Consultation , Anxiety Disorders/therapy , Child , Education, Medical, Continuing , Female , Humans , Male , Mental Health Services , Netherlands
17.
EClinicalMedicine ; 15: 89-97, 2019 Oct.
Article in English | MEDLINE | ID: mdl-31709418

ABSTRACT

BACKGROUND: Despite being common and having long lasting effects, mental health problems in children are often under-recognised and under-treated. Improving early identification is important in order to provide adequate, timely treatment. We aimed to develop prediction models for the one-year risk of a first recorded mental health problem in children attending primary care. METHODS: We carried out a population-based cohort study based on readily available routine healthcare data anonymously extracted from electronic medical records of 76 general practice centers in the Leiden area, the Netherlands. We included all patients aged 1-19 years on 31 December 2016 without prior mental health problems. Multilevel logistic regression analyses were used to predict the one-year risk of a first recorded mental health problem. Potential predictors were characteristics related to the child, family and healthcare use. Model performance was assessed by examining measures of discrimination and calibration. FINDINGS: Data from 70,000 children were available. A mental health problem was recorded in 27•7% of patients during the period 2007-2017. Age independent predictors were somatic complaints, more than two GP visits in the previous year, one or more laboratory test and one or more referral/contact with other healthcare professional in the previous year. Other predictors and their effects differed between age groups. Model performance was moderate (c-statistic 0.62-0.63), while model calibration was good. INTERPRETATION: This study is a first promising step towards developing prediction models for identifying children at risk of a first mental health problem to support primary care practice by using routine healthcare data. Data enrichment from other available sources regarding e.g. school performance and family history could improve model performance. Further research is needed to externally validate our models and to establish whether we are able to improve under-recognition of mental health problems.

18.
Eur J Gen Pract ; 25(3): 116-127, 2019 Jul.
Article in English | MEDLINE | ID: mdl-31246106

ABSTRACT

Background: Although common and often with long-lasting effects, child mental health problems (MHPs) are still under-recognized and under-treated. A better understanding of the factors associated with the identification of MHPs in primary care may improve the recognition of MHPs. Objectives: To review studies on factors associated with the identification of child MHPs in primary care. Methods: Six leading databases were systematically searched until 1 October 2018. Two independent researchers selected articles and extracted data on study characteristics and factors associated with MHP identification. Inclusion criteria were the investigation of factors associated with MHP identification by primary care professionals (PCPs) in children aged 0-18 years. Results: Of the 6215 articles identified, 26 were included. Prevalence rates of PCP-identified MHPs varied between 7 and 30%. PCPs identified 26-60% of children with an increased risk of MHPs as indicated by MHP assessment tools, but associated factors were investigated in relatively few studies. MHPs were more often identified in children with a family composition other than married parents, with worse mental health symptoms, prior MHPs, among boys in elementary school, when contact with PCPs was related to parental psychosocial concerns or routine health check-ups, when PCPs were recently trained in MHPs or when PCPs felt less burdened treating MHPs. Conclusion: MHP identification varied substantially between studies and PCPs and was related to several child, family and practice factors. Future studies should systematically investigate factors associated with MHP identification by PCPs and specifically in children with an increased risk of MHPs according to mental health assessment tools.


Subject(s)
Health Personnel/organization & administration , Neurodevelopmental Disorders/diagnosis , Primary Health Care/methods , Adolescent , Child , Child, Preschool , Humans , Infant , Neurodevelopmental Disorders/epidemiology , Risk Assessment/methods , Risk Factors
19.
Br J Gen Pract ; 69(678): e15-e23, 2019 Jan.
Article in English | MEDLINE | ID: mdl-30510096

ABSTRACT

BACKGROUND: Cervical cancer screening in general practice could be a routine and opportune moment to advise females who smoke to stop smoking. AIM: The aims of this study were to investigate the attitudes of females who smoke to receiving advice about stopping smoking after cervical screening and to identify factors associated with the acceptability of this advice. DESIGN AND SETTING: This qualitative interview study was conducted with Dutch females who smoked, had undergone cervical screening, and were aged 30 to 60 years. Interviews were performed between December 2016 and September 2017. METHOD: In this study 15 participants were interviewed and transcripts were analysed using thematic analysis. RESULTS: Females who smoke were ambivalent (positive or sceptical) about being advised to stop smoking after they had undergone cervical screening. An explanation of why smoking behaviour is addressed by the practice assistant performing the smear, and making females feel at ease during the smear test, were found to be factors that might influence acceptability of such advice. Although a personal and non-judgemental approach to discussing smoking was considered essential, participants expressed different preferences regarding the form and content of cessation support. This was reflected by the variations in knowledge about smoking cessation support, previous experiences of cessation attempts, and received cessation advice or support. CONCLUSION: Study participants had mixed opinions about being given advice about smoking cessation after their cervical smear test and differed in their preferences for the type of support for smoking cessation. An interactive approach might improve how well a smoking cessation intervention is received by females who smoke and cater to their individual needs and preferences.


Subject(s)
Counseling , Patient Acceptance of Health Care , Primary Health Care , Smoking Cessation , Uterine Cervical Neoplasms/diagnosis , Adult , Early Detection of Cancer , Female , Humans , Intention , Middle Aged , Netherlands , Qualitative Research , Smoking
20.
Ned Tijdschr Geneeskd ; 1622018 May 29.
Article in Dutch | MEDLINE | ID: mdl-30040274

ABSTRACT

OBJECTIVE: To investigate how general practitioners and preventive youth health physicians experience their collaboration and to analyse factors involved. DESIGN: Qualitative research. METHOD: 14 general practitioners and 11 preventive youth health physicians from the Leiden and The Hague areas were interviewed in a semistructured manner. Data were analysed by thematic analysis using the 'Framework method', to identify important themes for collaboration. RESULTS: Contact frequency between general practitioners and preventive youth health physicians varied from biannually to weekly. Important conditions for good collaboration were not met by most participants. General practitioners were not always aware of competencies and tasks of preventive youth health physicians and had little trust in them. They also reported less often than preventive youth health physicians that there were mutual agreements or guidelines. Both parties experienced little support from municipalities or their own organisations. For both, exchange of information mainly took place in case of medical necessity or when the other party requested it. Accessibility of the other party was experienced as inconsistent. Better information exchange was mentioned as the most important point for improvement of collaboration. CONCLUSION: Current collaboration between general practitioners and preventive youth health physicians is suboptimal. There is room for improvement with respect to knowledge of each other's competencies and tasks, trust, information exchange and support from within their own organisations and municipalities. These insights could help to shape and improve interprofessional collaboration in primary care for children, also regarding the youth teams created recently.


Subject(s)
Attitude of Health Personnel , Cooperative Behavior , Delivery of Health Care, Integrated , Family Practice/organization & administration , General Practitioners , Preventive Health Services/organization & administration , Communication , Delivery of Health Care, Integrated/organization & administration , Delivery of Health Care, Integrated/standards , Female , General Practitioners/psychology , Humans , Interprofessional Relations , Male , Qualitative Research , Trust
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