Yoxas/statistical_literacy huggingface dataset:
Paramedics attend an unprecedented number of drug poisoning events daily in British Columbia (BC), Canada, due to the ongoing public health crisis related to an increasingly toxic and unregulated street supply of illicit drugs. Paramedics have the potential to support alternative models of care to reduce harm, but their perspectives toward harm reduction initiatives are polarized. Understanding the drug-related substance use content in paramedic curriculum documents is important for deploying effective harm-mitigating programs. The aim of this study was to determine how illicit drug-related substance curriculum prepares paramedics for practice in British Columbia. We performed a document analysis of curriculum documents in BC's paramedic training institutions, the primary program textbook, and the 2011 National Occupational Competency Profile (NOCP) for Paramedics in Canada. We used O'Leary's eight-step process to guide the planning and procedure of the analysis. We analyzed and coded documents both inductively and deductively and subsequently combined, refined, and used the codes to inform the development of themes via reflexive thematic analysis. The Checklist for Assessment and Reporting of Document Analysis (CARDA) tool was used to report our analysis. Of the 45 documents analyzed, 23 included codes relevant to the research questions. Paramedics are primarily taught to care for people who use drugs in an acute drug poisoning response only, with little consideration of holistic care and no meaningful mention of harm reduction. Some stigmatizing language was found within the content. Many opportunities to introduce holistic models of care for people who use drugs along the entire continuum of care are unaddressed by paramedic curriculum documents in BC. Curriculum developers should include people who have lived and living experience of drug use in the co-design of educational programs involving their care. Further qualitative analyses are required to evaluate the relationship between paramedic education and provider-based stigma.
Paranoid thinking is prevalent in the non-clinical population and cognitive mechanisms of heuristic reasoning and jumping to conclusions bias contributes to its formation and maintenance. This study investigated the degree to which paranoia, perceived environmental risk, heuristic reasoning and jumping to conclusions bias (measured with the beads task) contribute to misinterpretation of neutral stimuli, and whether this informed judgements regarding vulnerability to threat and crime. It is also investigated whether impulsiveness is a confounding factor on the beads task. Two hundred participants were recruited using a snowball-sampling method for a quantitative cross-sectional study. Participants reported demographic information, three psychometric questionnaires and two experimental tasks via an online paradigm hosted by the Bristol Online Survey tool. Participants with high paranoia scores perceived their environment to be more dangerous than those with low scores. Participants with high paranoia scores also overestimated threat in neutral stimuli and had high expectations of future victimisation. Jumping to conclusions on the beads task did not predict fear of crime outcomes, but was predicted by impulsivity. Participants who demonstrated paranoid thinking were more likely to reside in perceived dangerous neighbourhoods and overestimate threat. While this could indicate a paranoid heuristic, it is a potentially rational response to prior experiences of crime and victimisation. Implications and suggestions for future research are discussed.
Parent and infant separation in the neonatal unit is associated with adverse health outcomes. Family-integrated care has several advantages and the potential to reduce these adverse outcomes but requires parental presence. This study aimed to explore the views of parents and neonatal healthcare professionals (nHCPs) on barriers and facilitators to parental presence in a Swiss neonatal unit and to identify possible differences between nHCPs and parents, and between mothers and fathers. Data were collected through semi-structured interviews with parents and focus group discussions with nHCPs. Inductive content analysis was used to identify barriers and facilitators to parental presence in the neonatal unit. Twenty parents (10 mothers and 10 fathers) and 21 nHCPs (10 nurses and 11 physicians) participated in the study. Parents and nHCPs experienced barriers and facilitators related to: (1) Structural factors of the institution, such as infrastructure or travel and distance to the neonatal unit. (2) Organization and time management of parental presence, daily activities, and work. (3) Resources, which include factors related to the legal situation, support services, family, and friends. (4) Physical and psychological aspects, such as pain, which mainly affected mothers, and aspects of emotional distress, which affected both parents. Self-care was an important physical and psychological facilitator. (5) Parent-professional interaction. Parental presence was influenced by communication, relationship, and interaction in infant care; and (6) Cultural aspects and language. Some perspectives differed between mothers and fathers, while the overall views of parents and nHCPs provided complementary rather than conflicting insights. Using visit plans to support the organization, educating nHCPs in knowledge skills and available resources to improve encouragement and information to parents, strengthening parent self-care, and improving nHCPs' attitudes towards parental presence were seen as possible improvements. Multifactorial barriers and facilitators determine parental presence and experience in the neonatal unit. Parents and nHCPs made specific recommendations to improve parental presence.
Parent education and language use are associated with child obesity, but the impact of their interaction is less known. This study assessed whether parent education was associated with child adiposity and if this association was moderated by home language use in Latino families. Participants (n = 415) were Latino families from the Long Beach area. Demographic data were obtained by self-report parent surveys, and children's body size was objectively assessed via bioelectric impedance. Independent t-tests and hierarchical linear regressions were performed on baseline data from a larger intervention study. In the overall sample, parent education and child body mass index (BMI) percentile were not related (p = .050). However, stratification by home language use revealed that parent education was inversely associated with child BMI percentile among those whose primary home language was Spanish (p = .049), but not English/bilingual homes (p = .296). There were no significant associations with child percent body fat. Higher education was associated with a lower BMI percentile only in Spanish-speaking homes. Research to understand how home language influences this relationship is warranted, particularly as it relates to a subset of education and health literacy. Significant results with BMI percentile but not percent body fat highlight the fact that these distinct markers of obesity are not interchangeable.
Parent/caregiver-completed developmental testing (PCDT) is integral to developmental care in children; however, there is limited information on its accuracy. In this systematic review, we compared the diagnostic accuracy of PCDT with concurrently administered Bayley Scales of Infant Development for detection of developmental delay (DD) in children below 4 years of age. We searched databases PubMed, Embase, CINAHL, PsycINFO and Google Scholar until November 2023. Bivariate and multiple thresholds summary receiver operating characteristics were used to obtain the summary sensitivity and specificity with 95% CIs. The Quality Assessment of Diagnostic Accuracy Studies-2 tool was used for risk of bias assessment. A total of 38 studies (31 in the meta-analysis) were included. Ages and Stages Questionnaire (ASQ) and Parent Report of Children's Abilities-Revised (PARCA-R) were the most commonly evaluated PCDTs. ASQ score >2 SD below the mean had an overall sensitivity of 0.72 (0.6, 0.82) and 0.63 (0.50, 0.75) at a median specificity of 0.89 (0.82, 0.94) and 0.81 (0.76, 0.86) for diagnosing moderate to severe DD and severe DD, respectively. PARCA- R had an overall sensitivity of 0.69 (0.51, 0.83) at median specificity of 0.75 (0.64, 0.83) for predicting severe DD. Participant selection bias and partial verification bias were found in over 50% of the studies. The certainty of evidence was low for the studied outcomes. The most commonly studied parental tools, ASQ and PARCA-R, have moderate to low sensitivity and moderate specificity for detecting DD in young children. High risk of bias and heterogeneity in the available data can potentially impact the interpretation of our results. CRD42021268629.
Parental depression is a significant problem that negatively affects parents' welfare and influences family dynamics, children's academic and health behaviors, and mental health. However, there is limited evidence regarding the impact of the parental depression into the children's' psychological and physical wellbeing on Asian cultures. This study examined the psychological burdens and health behaviors of adolescent children with parents with depression in the Republic of Korea. We conducted a cross-sectional study using data from the Korean National Health and Nutrition Examination Survey (KNHANES) spanning 2013 to 2021 to compare health behaviors and mental health outcomes between 203 adolescent children with parents diagnosed with depression and 3,856 control adolescents aged 12-19 years. Following multivariate adjustments, the risk of depressive mood for more than two weeks was significantly increased in boys with parental depression (adjusted Odds Ratio [aOR] = 2.05, 95% Confidence Interval [CI] = 1.91-3.52) and adolescents with parents with moderate-to-severe depression (aOR = 2.60, 95% CI = 1.17-5.77). Adolescents with parental depression reported significantly worse subjective health status (aOR = 1.88, 95% CI = 1.05-3.36) and higher stress levels (aOR = 1.91, 95% CI = 1.33-2.76). Additionally, when parental depression was present and the time since depression diagnosis was more than five years, adolescents with parental depression exhibited even poorer subjective health status and higher stress levels. The study found that adolescents whose parents experienced depression had poorer mental health than those whose parents did not have mental health issues. These findings emphasize the importance of providing support for the mental health of adolescents in families affected by parental depression.
Parental health literacy and neighborhood socioeconomic disadvantage are associated with adverse health outcomes and increased health-care resource utilization in children. We sought to evaluate the association between community-level health literacy and neighborhood socioeconomic disadvantage and their relationships with outcomes of pediatric patients undergoing gastrostomy tube (GT) placement. Pediatric patients who underwent GT placement from 2000 to 2019 were identified using the IBM MarketScan Research database. Claims data were merged with the health literacy index (HLI) and area deprivation index (ADI), measures of community-level health literacy and neighborhood socioeconomic disadvantage, respectively. We used multivariate logistic regression to estimate factors associated with postoperative 30- and 90-day ED visits (EVs) and 30-day readmissions. A total of 4374 pediatric patients underwent GT placement. In this cohort, 6.1% and 11.4% had 30-day and 90-day EV; and 30-day readmissions in 19.75%. HLI was lower in those with 30-(244.6 ± 6.1 versus 245.4 ± 6.1; P = 0.0482) and 90-(244.5 ± 5.8 versus 245.5 ± 6.1; P = 0.001) day EV, and 30-day readmission (244.5 ± 5.56 versus 245.4 ± 6.1; P = 0.001) related to GT. ADI was lower in those with 90-day EV (55.1 ± 13.1 versus 55.9 ± 14.6; P = 0.0244). HLI was associated with decreased odds of 30- (adjusted odds ratio: 0.968; 95% confidence interval: 0.941-0.997) and 90-day (adjusted odds ratio: 0.975; 95% confidence interval: 0.954-0.998) EV following GT placement. ADI was also significantly associated with 30 and 90-day EV following GT placement. In pediatric patients undergoing GT placement, higher ecologically-measured health literacy and neighborhood socioeconomic disadvantage are associated with decreased health-care resource utilization, as evidenced by decreased ED visits. Future studies should focus on the role of individual parental health literacy in outcomes of pediatric surgical patients.
Parental help-seeking preferences may help explain the treatment gap in child mental health. This study examined mothers' and fathers' help-seeking behaviors for child mental health to further understand their individual preferences for treatment. A total of 394 mothers and fathers completed questionnaires assessing the types of help sought for mental health concerns for a target child (age 3-7 years), as well as measures representing illness profile, predisposing characteristics, and barriers/facilitators proposed to influence help-seeking. Parents often sought informal rather than professional help. Regression modelling indicated mothers' different help-seeking behaviors were significantly associated with illness profile (marital quality, child mental health, parental education), predisposing factors (parental attributions, child age), and family income, while fathers' different help-seeking behaviors were significantly associated with child demographics (age, gender). The results support expanding treatments into nonclinical settings and improving child mental health literacy to improve appropriate parental help-seeking for child mental health concerns.
Parental incarceration has been associated with educational disadvantages for children, such as lower educational attainment, increased grade retention, and truancy and suspensions. However, children exposed to parental incarceration often experience other adversities that are also associated with educational disadvantage; the contribution of these co-occurring adversities has not been considered in previous research. This study aimed to investigate the educational outcomes of children exposed to (a) maternal incarceration alone and (b) maternal incarceration plus other adversities (i.e., maternal mental illness and/or child protective services [CPS] contact). We used linked administrative data for a sample of children whose mothers were incarcerated during the children's childhood (i.e., from the time of mother's pregnancy through the child's 18th birthday; n = 3828) and a comparison group of children whose mothers had not been incarcerated (n = 9570). Multivariate multinomial logistic regressions examined the association between exposure to the three adversities (i.e., maternal incarceration, maternal mental illness, and child CPS contact) and above or below average reading and numeracy attainment in Grades 3, 5, 7 and 9. At all grade levels, children exposed to maternal incarceration alone and those exposed to maternal incarceration plus other adversities had increased odds of below average numeracy and reading attainment and decreased odds of above average numeracy and reading attainment compared to children without any of the recorded exposures. Children exposed to maternal incarceration and CPS contact and those exposed to all three adversities had increased odds of below average reading and numeracy attainment compared to children exposed to maternal incarceration alone. The findings highlight the complex needs of children of incarcerated mothers that must be considered when designing and delivering educational support programs. These children would benefit from the implementation of multi-tiered, trauma-informed educational and clinical services.
Parental mental illness (PMI) is common and places children at high risk of developing psychological disorders. Family Talk (FT) is a well-known, whole-family, 7-session intervention designed to reduce the risk of transgenerational psychopathology. However, very few larger-scale evaluations of FT (across only a limited number of settings) have been conducted to date while there have been no cost analyses. This study aimed to assess the effectiveness and costs of delivering FT in improving child and family psychosocial functioning in families with PMI within routine mental health settings. A total of 83 families with PMI, with children aged 5-18 years, were randomly assigned on a 2:1 ratio to receive either the FT intervention (n=55 families) or usual services (n=28 families) across 10 adult, child and primary care mental health sites in Ireland. Parental disorders included anxiety/depression (57%), Bipolar Disorder (20%), Borderline Personality Disorder (12%), Post-Traumatic Stress Disorder (8%) and psychosis (2%). Detailed assessments with parents were conducted at baseline and 6-month follow up. FT led to significant improvements in family functioning and child behaviour at 6-month follow up when compared to usual services, with medium effect sizes indicated. Parent participants with lower mental health literacy at baseline also showed significant post-intervention improvements. Those parents with less severe mental illness at baseline, and families with more partner and economic supports, reported additional significant post-intervention improvements in child depression/anxiety and parental mental health symptoms. The cost of FT amounted to €761.50 per family, although this decreased to €415.31 when recurring costs only were included. The findings from this study, which was conducted within the context of a national programme to introduce family-focused practice in Ireland, demonstrate that FT is a low-cost intervention that improved child and family psychosocial functioning across different mental health disorders within routine adult, child and primary care mental health services. The findings contribute to the growing evidence base for FT, and provide a robust basis to inform practice and policy development for families with parental mental illness both in Ireland and elsewhere. https://www.isrctn.com/ISRCTN13365858, identifier ISRCTN13365858.
Parental oral health literacy (OHL) is a determinant of oral health behavior and oral health status of children. To delineate the pathways between parental OHL and oral health consequences in children and to validate the Turkish version of the Oral Health Literacy Assessment Task (TOHLAT-P). This cross-sectional study was conducted with 315 parent-child dyads. The TOHLAT-P was psychometrically evaluated. Item analysis was performed to determine the reliability of the TOHLAT-P. Construct validity was tested by comparing a commonly used instrument using Pearson's product-moment correlation coefficients. A path model was developed to evaluate associations between parental OHL and oral health consequences in children. The model consisted of five endogenous variables (parental oral health behaviors, children's oral health behaviors, children's dental anxiety, dental caries, and oral health-related quality of life [OHRQoL]) and one exogenous variable (parental OHL). A path analysis was used to test the compatibility of the conceptual model, with a statistical significance of p < .001. There was a statistically significant association between parental oral health behaviors and children's oral health behaviors, and between dental caries and OHRQoL. The variable most directly affected by parental OHL was parental oral health behaviors, whereas the variable most indirectly affected by parental OHL was children's oral health behaviors. The path analysis revealed significant associations between parental and children's oral health behaviors, and between dental caries and OHRQoL. Understanding these pathways is necessary to establish strategies to improve children's oral health. The TOHLAT-P will be useful for future assessments of Turkish children.
Parental support of children's learning contributes to children's motivation, efficacy, and academic success. Nonetheless, in the context of homework, many parents struggle to offer adequate academic support and intervene in a manner that can curtail children's academic progress. A mentalization-based online intervention was proposed for improving parental homework support. The intervention involves teaching parents to dedicate the first 5 minutes of homework preparation to observation of the child's and the parent's mental states. Thirty-seven Israeli parents of elementary school children randomly assigned to intervention or waitlist conditions participated in a pilot study assessing the feasibility and initial efficacy of the intervention. Participants completed self-report measures before and after the intervention or a 2-week waiting period and provided feedback on the intervention. Pilot findings suggest that this low-intensity online intervention can be effective in improving parenting practices in the homework supervision context. A randomized controlled trial is required to further establish the intervention's efficacy.
Parenting self-efficacy is essential for the transition to parenthood. As digital parenting educational interventions are rapidly being developed, their effects have not been examined by pooling available randomized controlled trials (RCTs). To comprehensively investigate the effects of digital educational interventions on parents' self-efficacy, social support, and depressive symptoms in the first year after childbirth and identify the significant associated factors. This study searched six electronic databases for relevant RCTs examining the efficacy of digital parenting interventions from inception to September 2022. The studied outcomes included changes in parent's self-efficacy, social support, and depressive symptoms observed after participating in a digital parenting program. The random-effects model was used to pool results. Subgroup and moderator analyses were performed. In total, seven RCTs enrolling 1342 participants were included. The parents who received digital parenting interventions had higher parenting self-efficacy (standardized mean difference [SMD]: 1.06, 95 % confidence interval [CI]: 0.40-1.71, p =.002) and social support (SMD: 2.72, 95 % CI: 0.38-5.07, p =.02) and decreased depressive symptoms at 3 months postpartum (SMD: -0.39, 95 % CI: -0.73 to - 0.04, p =.03). Providing the interventions for ≥ 6 weeks (SMD: 1.62, 95 % CI: 1.18-2.06, p <.001), providing in-person orientation (SMD: 1.88, 95 % CI: 1.32-2.44, p <.001), including a guided curriculum (SMD: 2.00, 95 % CI: 1.78-2.22, p <.001), and conducting interventions in Organisation for Economic Co-operation and Development countries (SMD: 1.98, 95 % CI: 1.78-2.19, p <.001) were identified as significant moderators. Digital parenting interventions significantly increase parenting self-efficacy and social support as well as alleviate depressive symptoms for parents during their first year after childbirth. Such interventions can be beneficial for parents who prefer online education. Future studies investigating the long-term effects of these interventions are warranted. The protocol for this systematic review and meta-analysis is registered in PROSPERO (registration number: CRD42021243641).