-
Children (Basel, Switzerland) Oct 2023All societies should carefully address the child abuse and neglect phenomenon due to its acute and chronic sequelae. Even if artificial intelligence (AI) implementation... (Review)
Review
All societies should carefully address the child abuse and neglect phenomenon due to its acute and chronic sequelae. Even if artificial intelligence (AI) implementation in this field could be helpful, the state of the art of this implementation is not known. No studies have comprehensively reviewed the types of AI models that have been developed/validated. Furthermore, no indications about the risk of bias in these studies are available. For these reasons, the authors conducted a systematic review of the PubMed database to answer the following questions: "what is the state of the art about the development and/or validation of AI predictive models useful to contrast child abuse and neglect phenomenon?"; "which is the risk of bias of the included articles?". The inclusion criteria were: articles written in English and dated from January 1985 to 31 March 2023; publications that used a medical and/or protective service dataset to develop and/or validate AI prediction models. The reviewers screened 413 articles. Among them, seven papers were included. Their analysis showed that: the types of input data were heterogeneous; artificial neural networks, convolutional neural networks, and natural language processing were used; the datasets had a median size of 2600 cases; the risk of bias was high for all studies. The results of the review pointed out that the implementation of AI in the child abuse and neglect field lagged compared to other medical fields. Furthermore, the evaluation of the risk of bias suggested that future studies should provide an appropriate choice of sample size, validation, and management of overfitting, optimism, and missing data.
PubMed: 37892322
DOI: 10.3390/children10101659 -
Journal of Tissue Viability Aug 2023To systematically synthesize research evidence on barriers and facilitators to pressure injury prevention in hospital settings. (Review)
Review
OBJECTIVE
To systematically synthesize research evidence on barriers and facilitators to pressure injury prevention in hospital settings.
METHODS
A systematic literature review of quantitative, qualitative, and mixed methods research was undertaken using PubMed, MEDLINE, Embase, CINAHL, and Cochrane Library. Studies that reported barriers or/and facilitators to pressure injury prevention in the acute care settings and published in English from 2008 to 2022 were included. Studies were excluded if they were conducted in residential care facilities and nursing homes, or other long-term community care settings. Two authors independently screened articles against the inclusion and exclusion criteria. Quality appraisal was conducted by two authors by using the Mixed Methods Appraisal Tool. Reported results were mapped to the Theoretical Domains Framework to identify the barriers and facilitators to pressure injury prevention.
RESULTS
A total of 78 studies were included. There were 65 quantitative studies, 11 qualitative studies, and two mix-methods studies. The most salient Theoretical Domains Framework domains identified in this review were "Knowledge", "Skills", "Environmental Context and Resources", "Optimism", "Social/Professional Role and Identity", and "Social influences".
CONCLUSION
The barriers and facilitators to pressure injury prevention in hospital settings identified in this systematic review were diverse, and included issues at both individual and organizational level. Healthcare organizations can address the barriers and facilitators from the influential Theoretical Domains Framework domains. Future research is required to investigate the effectiveness of behaviour change interventions that specifically target these barriers and facilitators to pressure injury prevention.
Topics: Humans; Pressure Ulcer; Nursing Homes; Hospitals; Crush Injuries; Qualitative Research
PubMed: 37150650
DOI: 10.1016/j.jtv.2023.04.009 -
Nursing & Health Sciences Sep 2012Antenatal depression is a debilitating experience for many women with significant personal and familial sequelae. Low-income pregnant women living in rural settings are... (Review)
Review
Antenatal depression is a debilitating experience for many women with significant personal and familial sequelae. Low-income pregnant women living in rural settings are especially vulnerable because of isolation, decreased resources, and stressful living environments. This systematic review summarizes what is known about antenatal depression and synthesizes the evidence regarding the role psychosocial variables could play in the development of safe, effective, and culturally-acceptable non-pharmacological interventions. Searches of the CINAHL, MEDLINE, PSYCHINFO, and ERIC databases, as well as the Cochrane Library, were conducted in September 2010 to identify articles relevant to our topic of study. Psychosocial variables have a significant association with antenatal depression. Optimism has been shown to be inversely correlated with depression, and directly correlated with improved birth outcomes. Optimism is a potentially modifiable variable that could be used to design antenatal prevention and treatment programs. As depression continues to increase in prevalence, and treatment options for pregnant women remain limited, effective interventions must be developed that address the psychosocial variables examined in this review.
Topics: Adaptation, Psychological; Attitude; Cultural Competency; Depressive Disorder, Major; Female; Humans; Maternal Health Services; Maternal Welfare; Medically Underserved Area; Pregnancy; Prenatal Care; Psychotherapy; Risk Factors; Self Efficacy; Social Support; Stress, Psychological
PubMed: 22762538
DOI: 10.1111/j.1442-2018.2012.00700.x -
Journal of Clinical Psychology in... Dec 2009Posttraumatic growth (PTG) research is an emerging area of empirical study, especially within the field of clinical health psychology. Much of the research in this area... (Review)
Review
Posttraumatic growth (PTG) research is an emerging area of empirical study, especially within the field of clinical health psychology. Much of the research in this area has thus far focused on determining the correlates and predictors of PTG. This systematic review aimed to evaluate the association between posttraumatic growth and dispositional optimism, specifically in relation to health traumas. Empirical studies that met the inclusion criteria were reviewed according to specific evaluation criteria. Results regarding the relationship between dispositional optimism and posttraumatic growth were found to be equivocal. A number of conceptual and methodological issues were identified and discussed in relation to the field of PTG research. Future directions for research are provided.
Topics: Adaptation, Psychological; Adult; Chronic Disease; Follow-Up Studies; Humans; Motivation; Resilience, Psychological; Sick Role; Stress Disorders, Post-Traumatic
PubMed: 19730997
DOI: 10.1007/s10880-009-9175-6 -
Academic Radiology Nov 2022The introduction of AI in radiology has prompted both excitement and hesitation within the field. We performed a systematic review of original studies evaluating the...
RATIONALE AND OBJECTIVES
The introduction of AI in radiology has prompted both excitement and hesitation within the field. We performed a systematic review of original studies evaluating the attitudes of radiologists, radiology trainees, and medical students towards AI in radiology.
MATERIALS AND METHODS
We searched PubMed for studies published as of August 24, 2021 for original studies evaluating attitudes of radiologists (attendings and trainees) and medical students towards AI in radiology. We summarized the baseline article characteristics and performed thematic analysis of the questions asked in each study.
RESULTS
Nineteen studies were included evaluating attitudes across different levels of training (medical students, radiology trainees, and radiology attendings) with representation from nearly every continent. Medical students and radiologists alike favored increased educational initiatives, and displayed interest in learning about and implementing AI solutions themselves, despite reporting of a current gap in formal AI training. There was general optimism about the role of AI in radiology, although radiologists and trainees had greater consensus than medical students.
CONCLUSION
Although there is interest in incorporating AI into medical education and optimism among radiologists towards AI, medical students are more divided in their views. We propose that outreach to and AI education for medical students may help improve their attitudes towards the potentially transformative technology of AI for radiology.
Topics: Humans; Students, Medical; Artificial Intelligence; Radiology; Radiologists; Attitude of Health Personnel
PubMed: 35105524
DOI: 10.1016/j.acra.2021.12.032 -
BMC Pregnancy and Childbirth Nov 2018Pregnancy is a period of transition with important physical and emotional changes. Even in uncomplicated pregnancies, these changes can affect the quality of life (QOL)...
BACKGROUND
Pregnancy is a period of transition with important physical and emotional changes. Even in uncomplicated pregnancies, these changes can affect the quality of life (QOL) of pregnant women, affecting both maternal and infant health. The objectives of this study were to describe the quality of life during uncomplicated pregnancy and to assess its associated socio-demographic, physical and psychological factors in developed countries.
METHODS
A systematic review was performed according to the PRISMA guidelines. Searches were made in PubMed, EMBASE and BDSP (Public Health Database). Two independent reviewers extracted the data. Countries with a human development index over 0.7 were selected. The quality of the articles was evaluated on the basis of the STROBE criteria.
RESULTS
In total, thirty-seven articles were included. While the physical component of QOL decreased throughout pregnancy, the mental component was stable and even showed an improvement during pregnancy. Main factors associated with better QOL were mean maternal age, primiparity, early gestational age, the absence of social and economic problems, having family and friends, doing physical exercise, feeling happiness at being pregnant and being optimistic. Main factors associated with poorer QOL were medically assisted reproduction, complications before or during pregnancy, obesity, nausea and vomiting, epigastralgia, back pain, smoking during the months prior to conception, a history of alcohol dependence, sleep difficulties, stress, anxiety, depression during pregnancy and sexual or domestic violence.
CONCLUSIONS
Health-related quality of life refers to the subjective assessment of patients regarding the physical, mental and social dimensions of well-being. Improving the quality of life of pregnant women requires better identification of their difficulties and guidance which offers assistance whenever possible.
Topics: Abdominal Pain; Alcoholism; Anxiety; Back Pain; Depression; Exercise; Female; Gestational Age; Happiness; Humans; Maternal Age; Nausea; Obesity; Optimism; Parity; Pregnancy; Pregnancy Complications; Pregnant Women; Quality of Life; Reproductive Techniques, Assisted; Sleep Wake Disorders; Smoking; Social Support; Stress, Psychological; Vomiting
PubMed: 30470200
DOI: 10.1186/s12884-018-2087-4 -
JAMA Network Open Sep 2019Optimism and pessimism can be easily measured and are potentially modifiable mindsets that may be associated with cardiovascular risk and all-cause mortality. (Meta-Analysis)
Meta-Analysis
IMPORTANCE
Optimism and pessimism can be easily measured and are potentially modifiable mindsets that may be associated with cardiovascular risk and all-cause mortality.
OBJECTIVE
To conduct a meta-analysis and systematic review of the association between optimism and risk for future cardiovascular events and all-cause mortality.
DATA SOURCES AND STUDY SELECTION
PubMed, Scopus, and PsycINFO electronic databases were systematically searched from inception through July 2, 2019, to identify all cohort studies investigating the association between optimism and pessimism and cardiovascular events and/or all-cause mortality by using the following Medical Subject Heading terms: optimism, optimistic explanatory style, pessimism, outcomes, endpoint, mortality, death, cardiovascular events, stroke, coronary artery disease, coronary heart disease, ischemic heart disease, and cardiovascular disease.
DATA EXTRACTION AND SYNTHESIS
Data were screened and extracted independently by 2 investigators (A.R. and C.B.). Adjusted effect estimates were used, and pooled analysis was performed using the Hartung-Knapp-Sidik-Jonkman random-effects model. Sensitivity and subgroup analyses were performed to assess the robustness of the findings. The Meta-analysis of Observational Studies in Epidemiology (MOOSE) reporting guideline was followed.
MAIN OUTCOMES AND MEASURES
Cardiovascular events included a composite of fatal cardiovascular mortality, nonfatal myocardial infarction, stroke, and/or new-onset angina. All-cause mortality was assessed as a separate outcome.
RESULTS
The search yielded 15 studies comprising 229 391 participants of which 10 studies reported data on cardiovascular events and 9 studies reported data on all-cause mortality. The mean follow-up period was 13.8 years (range, 2-40 years). On pooled analysis, optimism was significantly associated with a decreased risk of cardiovascular events (relative risk, 0.65; 95% CI, 0.51-0.78; P < .001), with high heterogeneity in the analysis (I2 = 87.4%). Similarly, optimism was significantly associated with a lower risk of all-cause mortality (relative risk, 0.86; 95% CI, 0.80-0.92; P < .001), with moderate heterogeneity (I2 = 73.2%). Subgroup analyses by methods for assessment, follow-up duration, sex, and adjustment for depression and other potential confounders yielded similar results.
CONCLUSIONS AND RELEVANCE
The findings suggest that optimism is associated with a lower risk of cardiovascular events and all-cause mortality. Future studies should seek to better define the biobehavioral mechanisms underlying this association and evaluate the potential benefit of interventions designed to promote optimism or reduce pessimism.
Topics: Cause of Death; Coronary Artery Disease; Humans; Myocardial Infarction; Optimism; Stroke
PubMed: 31560385
DOI: 10.1001/jamanetworkopen.2019.12200 -
BMC Psychology Jul 2021Hikikomori is a phenomenon describing people who exhibit behaviors of self-secluding themselves at home for long durations of time and usually only having face-to-face... (Review)
Review
Understanding the experiences of hikikomori through the lens of the CHIME framework: connectedness, hope and optimism, identity, meaning in life, and empowerment; systematic review.
BACKGROUND
Hikikomori is a phenomenon describing people who exhibit behaviors of self-secluding themselves at home for long durations of time and usually only having face-to-face social interactions with none other than family. Existing interventions for hikikomori are inconclusive and the majority are absent in using a theoretical framework to guide its components. Therefore, applicability of the psychosocial recovery framework of Connectedness, Hope and Optimism, Identity, Meaning in Life, and Empowerment (CHIME) towards hikikomori care was reviewed.
METHOD
Five databases were searched in April 2020 with the search formula from a published systematic review on hikikomori combined with search terms specific to domains of the CHIME framework. Articles included in the review were of the English language, of all publication years, peer-reviewed, quantitative or qualitative research studies and case studies, included study designs that were observational or interventional in nature, and involved populations of socially withdrawn youth.
RESULTS
CHIME's comprehensive structure and organized approach could guide researchers or service providers in determining areas needing assessments, measurement, and areas of focus. It is suggested that the CHIME framework is applicable after modifying a specific dimension-'meaning of mental illness experiences' into 'meaning of the hikikomori experience'. Thematic overlap occurred between the domains of connectedness, identity, and meaning. Yet, additional dimensions or domains such as trust building, non-linearity, and spatiality can be included for addressing specific limitations in this application, which would help towards catering services to help hikikomori in recovery or in increasing quality-of-life of those individuals' while entrapped in this withdrawn lifestyle.
CONCLUSION
CHIME framework could be applicable towards hikikomori care after applying the suggested modifications. Additionally, many knowledge gaps were found in literature during this review that warrants further investigation to improve hikikomori care.
Topics: Adolescent; Hope; Humans; Mental Disorders; Optimism; Qualitative Research; Quality of Life
PubMed: 34246318
DOI: 10.1186/s40359-021-00605-7 -
Breastfeeding Medicine : the Official... Dec 2019To assess the current scientific evidence about the relationship between breastfeeding and the development of infant's socio-emotional competencies. A systematic...
To assess the current scientific evidence about the relationship between breastfeeding and the development of infant's socio-emotional competencies. A systematic review of literature was conducted through PubMed, LILACS (), and PsycINFO of population-based cohorts. Records were screened, data extracted, and a quality assessment performed by two authors independently. Thirteen studies were included in the review with six finding a statistically significant association between breastfeeding and the development of socio-emotional competencies such as problem solving, agreeableness, and optimism. In five studies, no statistically significant association was found, and in three, a negative association existed. Regarding quality assessment, four studies had a strong global rating, four had a moderate rating, and five had a weak global rating. Almost half (6/13) of the studies found a positive association between breastfeeding and the development of social-emotional competencies in infants; however, a great heterogeneity was present in the quality of the included studies. There is a need for further and higher quality research into this field of study.
Topics: Breast Feeding; Child Development; Emotional Regulation; Humans; Infant, Newborn; Social Behavior
PubMed: 31657632
DOI: 10.1089/bfm.2019.0147 -
Risk and protective factors associated with adolescent depression in Singapore: a systematic review.Singapore Medical Journal Apr 2023Adolescent depression is prevalent, and teen suicide rates are on the rise locally. A systemic review to understand associated risk and protective factors is important... (Review)
Review
INTRODUCTION
Adolescent depression is prevalent, and teen suicide rates are on the rise locally. A systemic review to understand associated risk and protective factors is important to strengthen measures for the prevention and early detection of adolescent depression and suicide in Singapore. This systematic review aims to identify the factors associated with adolescent depression in Singapore.
METHODS
A systematic search on the following databases was performed on 21 May 2020: PubMed, EMBASE and PsycINFO. Full texts were reviewed for eligibility, and the included studies were appraised for quality using the Newcastle Ottawa Scale. Narrative synthesis of the finalised articles was performed through thematic analysis.
RESULTS
In total, eight studies were included in this review. The four factors associated with adolescent depression identified were: (1) sociodemographic factors (gender, ethnicity); (2) psychological factors, including childhood maltreatment exposure and psychological constructs (hope, optimism); (3) coexisting chronic medical conditions (asthma); and (4) lifestyle factors (sleep inadequacy, excessive internet use and pathological gaming).
CONCLUSION
The identified factors were largely similar to those reported in the global literature, except for sleep inadequacy along with conspicuously absent factors such as academic stress and strict parenting, which should prompt further research in these areas. Further research should focus on current and prospective interventions to improve mental health literacy, targeting sleep duration, internet use and gaming, and mitigating the risk of depression in patients with chronic disease in the primary care and community setting.
PubMed: 37171423
DOI: 10.4103/singaporemedj.SMJ-2021-192