Correctional Settings Research Articles

基于可见/近红外光谱的鲜枣可溶性固形物在线检测

Soluble solid content (SSC) is one of the important evaluation indexes of the internal quality and taste of fresh jujube. In order to realize the online nondestructive detection of SSC of fresh jujube, this paper took Huping jujube as the research object, adopted self-constructed nondestructive online testing system to collect the spectral information of jujubes (350~2500 nm), and studied the influence of the rotational speed of 4 r/min on the online prediction model of SSC of jujube. Kennard-Stone (KS) algorithm was used to divide the sample into correction set and prediction set. Six commonly used preprocessing methods such as SG smoothing (S-G), multiplicative scatter correction (MSC), standard normal variate (SNV), orthogonal signal correction (OSC), first derivative (FD), and second derivative (SD) were applied to the spectral data, and the regression coefficient (RC) algorithm and the successive projections algorithm (SPA) were utilized to select informative wavelengths, and a quantitative prediction model for the SSC of Huping jujube was established using partial least squares regression (PLSR). The results indicate that the PLSR prediction model established by preprocessing the original spectrum with OSC and combining it with RC algorithm to select characteristic wavelengths was optimal. Therefore, when predicting the SSC of Huping jujube, the optimal model was OSC-RC-PLSR, and the correlation coefficients of the correction set and prediction set were 0.846 and 0.782, respectively, and the corrected root mean square error (RMSEC) and predicted root mean square error (RMSEP) were 1.962 and 2.247, respectively. The results show that non-destructive detection of soluble solid content of jujube can be achieved by combining visible-near-infrared spectroscopy and appropriate regression model, which provides an innovative way for online sorting and identifying fresh jujube.

The effect of physical therapy with goal attainment scaling on gait function in patients with subacute stroke

Background: Correct goal setting for patients is one of the most important aspects of physical therapy. Objective: The purpose of this study was to investigate the effect of physical therapy using goal attainment scaling (GAS) scores to assess the gait function in patients with subacute stroke and related factors. Methods: This retrospective cohort study was conducted using the medical records of 129 patients with subacute stroke who had been treated with intensive rehabilitation intervention. This study was approved by the Institutional Review Board of Bundang Cha Hospital (2021-06-008). The functional ambulation category (FAC) was used to set goals with the involvement of patients and their caregivers after the initial assessment, and raw GAS scores were calculated according to whether the goals were achieved through assessment one month later based on the FAC score. The groups were then divided according to the raw GAS scores (−1, 0, 1, or 2), and the general characteristics and clinical assessment scores were statistically analysed. Results: From our results, there were differences in clinical assessment scores based on raw scores on the GAS ([Formula: see text]) and correlation between raw scores on the GAS and improvement scores on the clinical assessment items ([Formula: see text]). Moreover, when the gait function measured by FAC was used as a GAS in subacute stroke patients, the better the function of Rivermead mobility index ([Formula: see text], [Formula: see text]) and Korean-mini-mental state examination ([Formula: see text], [Formula: see text]) than the other clinical factors, the higher the goal attainment raw score. Conclusion: Functions, including cognitive function, should be included when setting goals to improve the gait function and should be considered when developing the neurological physiotherapy programmes. This study helps physicians and physical therapists who first apply functional gait assessment as a GAS to set the initial goals and improves patient and caregiver motivations by applying GAS to patients with lower initial cognitive levels.

Culturally Responsive CBT and Mindfulness: Minimizing Suicidality in Correctional Settings

Culturally Responsive CBT and Mindfulness: Minimizing Suicidality in Correctional Settings

It] Does Harden a Person Working in Such a Stressful Environment: U.S. Correctional Nurses Share Spillover Effects of Their Work.

The United States makes up 4.4% of the world's population but nearly a quarter of the world's incarcerated population. Despite caring for nearly 2 million incarcerated persons and managing their unique needs, little is known about how this work spills over and affects the nurses who work in correctional settings. This descriptive study aimed to (a) examine write-in answers regarding correctional nurse perceptions of how their work impacts their health and their home lives and (b) explore correctional nurse responses for how to improve the work environment to better support their well-being. The researchers compiled and analyzed qualitative data from a cross-sectional study where U.S. correctional nurses ( N = 270) completed an online survey. Manifest content analysis was used to analyze optional write-in data. Approximately 41% ( n = 111) of participants answered qualitative questions. Participants were primarily White (77.3%) and non-Hispanic or Latino (88.7%), working in prisons (65.8%), and employed by the state (63.8%) as registered nurses (70%). Three major themes emerged: (a) "personal impact": increased stress and burnout, overwhelming work hours, and emotional and physical effects; (b) "social relationships and family impacts": withdrawn, strained homelife, and uncertainty; and (c) "need for change": improved staffing, reduced mandatory overtime, and better support from management. Correctional organizations may consider ways to support the well-being of their nurses through adequate staffing, flexible scheduling, decreased mandatory overtime, and hiring effective nurse managers as key members of the correctional team.

An Overview of Prison Rape Elimination Acts (Prea) 2003

The main objective of this paper is to briefly focus on a reform related to prison called PREA which stands for Prison Rape Elimination Act, 2003. Prison Rape Elimination Act is a US federal law that was implemented in 2003 to eradicate rape in prisons. PREA created principles for recognizing, preventing, and responding to sexual abuse and harassment in correctional settings such as prisons, jails, juvenile facilities, and immigration detention centers. The law also requires data collecting and reporting on incidences of sexual abuse within these facilities, as well as staff training to avoid such incidents. However, PREA 2003 could not meet all the criteria included in its principles to eliminate rape culture in the prison. From this concern, the main aim of this paper is to focus on a reform related to prisons called Prison Rape Elimination Act (PREA) 2003, the reasons why this act was put into place, the current status of prison rape, the positive, and negative impact of PREA 2003, probable strategies that can be helpful for the appropriate implementation of PREA 2003. To accomplish this endeavor, this research followed systematic literature review methods due to the availability of scholarly work in this field. Although PREA 2003 has some positive aspects, the overall analysis of this study has uncovered that PREA 2003 was not implemented accurately due to some of the practical problems related to it. There are still some improvements that need to be accomplished for the appropriate implementation of PREA 2003 for the prisoners. Some suggested ways were discussed in this study to improve the implementation of PREA 2003.

Preparing correctional settings for the next pandemic: a modeling study of COVID-19 outbreaks in two high-income countries.

Correctional facilities are high-priority settings for coordinated public health responses to the COVID-19 pandemic. These facilities are at high risk of disease transmission due to close contacts between people in prison and with the wider community. People in prison are also vulnerable to severe disease given their high burden of co-morbidities. We developed a mathematical model to evaluate the effect of various public health interventions, including vaccination, on the mitigation of COVID-19 outbreaks, applying it to prisons in Australia and Canada. We found that, in the absence of any intervention, an outbreak would occur and infect almost 100% of people in prison within 20 days of the index case. However, the rapid rollout of vaccines with other non-pharmaceutical interventions would almost eliminate the risk of an outbreak. Our study highlights that high vaccination coverage is required for variants with high transmission probability to completely mitigate the outbreak risk in prisons.

Language in Nigerian Correctional Education: Incarcerated Persons Speak

ABSTRACT Purpose Language, as an integral aspect of human interaction, plays a pivotal role in the reformation process within the correctional setting. Nigerian correctional centers consist of a diverse population of incarcerated individuals originating from various cultural backgrounds, each possessing distinct linguistic abilities and comprehension. However, a conspicuous gap in the literature remains concerning the language practices of instructors in Nigerian correctional education programs and the active participation of incarcerated individuals in shaping their own educational experiences. The present study investigates the complex dynamics of language utilization in the correctional education system, with a specific focus on the perspectives and experiences of convicted incarcerated individuals. Materials and methods The study gathered data from a sample of 20 convicted incarcerated individuals who were actively participating in correctional education programs, using semi-structured interviews as the primary method of data collection. Information on the various forms of language utilization within correctional institutions, the impact of language on the learning experiences of incarcerated individuals, and linguistic obstacles encountered in accessing high-quality education were thematically analyzed. Results The study revealed that formal language, technical language and everyday language are the various forms of language used in correctional centers. However, the form of language used by the instructor can make or mar the incarcerated person’s learning experience thereby defeating the main goal of correctional education. Discussion and conclusion Correctional educators should employ clear language to convey information. Insights into the influence of language on the rehabilitation of incarcerated individuals can inform the development of social work curricula.

Learning Newtonian mechanics with an intrinsically integrated educational game

AbstractBackgroundResearch on cognitive effects of educational games in general shows promising results. However, there are large variations in learning outcomes between individual educational games. Research on the design process and different design elements of educational games has led to some interesting directions, but some design aspects remain unclear.ObjectivesWe examined how an educational game designed on the basis of intrinsic integration theory, based on a strong alignment between game and learning goals, supports the learning of Newtonian mechanics.MethodsThis study applied a mixed‐methods approach (N = 223). A pre‐ and post‐test design was used to examine possible learning and transfer effects fostered by playing the educational game, Newton's Race. To examine how players played the game, log data for each player were digitally recorded during gameplay.Results and ConclusionsOur findings demonstrated a significant positive learning effect of Newton's Race (p = 0.003, d = 0.201). This can be explained through the acquired log data. Log data show that players' gameplay mostly matched expected learning during the game, with physically correct game settings occurring more and more as gameplay progressed. The ability to transfer learned knowledge to other situations was shown to be limited to situations closely resembling the game environment.ImplicationsSimilarly, designed intrinsically integrated games on different (physics) subjects could also foster learning in a relative short time. To foster transfer to other situations we propose embedding the game within other instructional activities.

Therapeutic Outcomes of Treatment With Long-Acting Injectable Antipsychotics in Forensic Populations With Schizophrenia-Spectrum Diagnoses.

The advantages of long-acting injectable antipsychotics (LAIs) in schizophrenia are well studied. However, forensic involvement is common in schizophrenia, and incarcerated individuals are often excluded from clinical trials. Nonadherence and oral medication diversion in forensic populations with schizophrenia, and the relationship between antipsychotic nonadherence and crime support LAI utilization in this subset of patients. Yet, federal regulations limit data generation in forensic populations. This review characterizes data on therapeutic outcomes of LAIs in correctional populations with schizophrenia-spectrum diagnoses. A search for primary literature was conducted in PubMed. Favorable effects of LAIs were observed on adherence, psychiatric symptomatology, patient satisfaction, health care costs, and frequency of criminal charges. Data were primarily retrospective and included small samples and individuals with historical versus current forensic involvement. Although limited, available literature and insights into the correctional system suggest advantages to LAI use in forensic populations. Barriers to conducting research in correctional settings must be addressed to facilitate further data generation.

Associations between traumatic life events and substance use among Black Men who are incarcerated

The current study examined associations between traumatic life events, current and lifetime importance of mental health and substance use treatment, and crack cocaine use among 201 Black men who were incarcerated and nearing community reentry. Results indicated age, sexual trauma and lifetime importance of drug treatment were significantly associated with an increased likelihood of crack cocaine use. Substance abuse treatment in correctional settings should consider culturally tailored assessment and treatment for history of unaddressed sexual trauma among Black men who are incarcerated and use crack cocaine.

Infection Prevention and Control in Correctional Settings.

Correctional facilities house millions of residents in communities throughout the United States. Such congregate settings are critical for national infection prevention and control (IPC) efforts. Carceral settings can be sites where infectious diseases are detected in patient populations who may not otherwise have access to health care services, and as highlighted by the COVID-19 pandemic, where outbreaks of infectious diseases may result in spread to residents, correctional staff, and the community at large. Correctional IPC, while sharing commonalities with IPC in other settings, is unique programmatically and operationally. In this article, we identify common challenges with correctional IPC program implementation and recommend action steps for advancing correctional IPC as a national public health priority.

Lessons Learned from COVID-19 Response in Correctional and Detention Facilities.

The COVID-19 pandemic disproportionately affected persons held in and working in correctional and detention facilities, causing facilities' traditional priorities to shift when healthcare and public health needs temporarily drove many aspects of operations. During July-August 2022, we interviewed members of health departments and criminal justice organizations to document lessons learned from the COVID-19 response in correctional settings. Participants valued enhanced partnerships, flexibility, and innovation, as well as real-time data and corrections-specific public health guidance. Challenges included cross-sector collaborations, population density, scarcity of equipment and supplies, and mental health. Most participants reported improved relationships between criminal justice and public health organizations during the pandemic. Lessons from COVID-19 can be applied to everyday public health preparedness and emergency response in correctional facilities by ensuring representation of correctional health in public health strategy and practice and providing timely, data-driven, and partner-informed guidance tailored to correctional environments when public health needs arise.

Finite element analysis of the package structure of HgCdTe infrared focal plane array detector

Reliable material parameters, correct boundary condition settings, and a reasonably simplified numerical model are key to obtain reliable and reasonable analysis results. A new finite element analysis model for the HgCdTe infrared focal plane array detector is presented, which includes the core column. The thermal stress and strain of the new model and current model are analyzed, and their distribution laws are obtained. The results are compared, and the reasons are analyzed, which can provide some references for the simulation of infrared detector package structure.

Global-brain functional connectivity related with trait anxiety and its association with neurotransmitters and gene expression profiles

BackgroundNumerous studies have explored the neural correlates of trait anxiety, a predisposing factor for several stress-related disorders. However, the findings from previous studies are inconsistent, which might be due to the limited regions of interest (ROI). A recent approach, named global-brain functional connectivity (GBC), has been demonstrated to address the shortcomings of ROI-based analysis. Furthermore, research on the transcriptome–connectome association has provided an approach to link the microlevel transcriptome profile with the macroscale brain network. In this paper, we aim to explore the neurobiology of trait anxiety with an imaging transcriptomic approach using GBC, biological neurotransmitters, and transcriptome profiles. MethodsUsing a sample of resting-state fMRI data, we investigated trait anxiety-related alteration in GBC. We further used behavioral analysis, spatial correlation analysis, and postmortem gene expression to separately assess the cognitive functions, neurotransmitters, and transcriptional profiles related to alteration in GBC in individuals with trait anxiety. ResultsGBC values in the ventromedial prefrontal cortex and the precuneus were negatively correlated with levels of trait anxiety. This alteration was correlated with behavioral terms including social cognition, emotion, and memory. A strong association was revealed between trait anxiety-related alteration in GBC and neurotransmitters, including dopaminergic, serotonergic, GABAergic, and glutamatergic systems in the ventromedial prefrontal cortex and the precuneus. The transcriptional profiles explained the functional connectivity, with correlated genes enriched in transmembrane signaling. LimitationsSeveral limitations should be taken into account in this research. For example, future research should consider using some different approaches based on dynamic or task-based FC analysis, include more neurotransmitter receptors, additional gene expression data from different samples or more genes related to other stress-related disorders. Meanwhile, it is of great significance to include a larger sample size of individuals with a diagnosis of MDD or other disorders for analysis and comparison and apply stricter multiple-comparison correction and threshold settings in future research. ConclusionsOur research employed multimodal data to investigate GBC in the context of trait anxiety and to establish its associations with neurotransmitters and transcriptome profiles. This approach may improve understanding of the neural mechanism, together with the biological and molecular genetic foundations of GBC in trait anxiety.

Aspect-Level Sentiment Analysis through Aspect-Oriented Features

Aspect-level sentiment analysis is essential for businesses to comprehend sentiment polarities associated with various aspects within unstructured texts. Although several solutions have been proposed in recent studies in sentiment analysis, a few challenges persist. A significant challenge is the presence of multiple aspects within a single written text, each conveying its own sentiments. Besides this, the exploration of ensemble learning in the existing literature is limited. Therefore, this study proposes a novel aspect-level sentiment analysis solution that utilizes an ensemble of Bidirectional Long Short-Term Memory (BiLSTM) models. This innovative solution extracts aspects and sentiments and incorporates a rule-based algorithm to combine accurate sets of aspect and sentiment features. Experimental analysis demonstrates the effectiveness of the proposed methodology in accurately extracting aspect-level sentiment features from input texts. The proposed solution was able to obtain an F1 score of 92.98% on the SemEval-2014 Restaurant dataset when provided with the correct set of aspect-level sentiment features and an F1 score of 95.54% on the SemEval-2016 Laptop dataset when provided with the aspect-level sentiment features generated by the aspect-sentiment mapper algorithm. Doi: 10.28991/HIJ-2024-05-01-09 Full Text: PDF

Boardgames as an innovative approach to promote life skills and well-being among inmates: A scoping review protocol.

Over the past few decades, a growing body of evidence has emerged regarding the positive impact of boardgames in promoting life skills and well-being in various settings including health, education, and military schooling. However, the use of boardgames with inmates for cultural and educational purposes is still an unexplored and fragmented area of research. Incorporating boardgames into correctional settings can be a complex challenge for correctional stakeholders who seek to identify innovative tools to enhance inmate education and promote integration into society after incarceration. This article outlines our scoping review protocol designed to map and evaluate published and grey literature on the motivational, psychological, and pedagogical considerations involved in the design and use of boardgames as an innovative approach to promoting life skills and well-being among inmates.

Analisis Pengaruh Parameter Terhadap MRR Pada Benda Kerja di Mesin CNC Turning dengan Metode Taguchi

A high material removal rate is one of the goals to be achieved when machining parts with CNC turning. However, slow processing affects product processing time and increases production costs. To overcome this problem, it is necessary to set the correct process parameters so that they provide the most influential contribution to the MRR and produce maximum parameter values. This research aims to determine the influence of parameters (spindle speed, feed speed, and feed depth) on MRR and to determine the correct process parameter settings to produce maximum MRR, namely in this experimental design using an orthogonal array L9 (33) with three replications. The material used is ST-60 steel, with the data analyzed using the Taguchi Larger Is a Better method in analysis software. From the results of the mean factor calculation, the percent contribution to feeding was found to be 19.53%, while the depth of feeding was found to be 64.56%. The optimum MRR value is obtained from a combination of parameters in the CNC Turning process on ST-60 steel which can make the response value optimally obtained at the spindle speed 3,184 [rev/min], feeding 0.22 [mm/rev] and depth of cut 2.5 [mm].

The Americans with Disabilities Act and Medication Assisted Treatment in Correctional Settings.

Studies estimate that least 65% of people incarcerated in the United States have Substance Use Disorder (SUD). Medication Assisted Treatment (MAT) is a proven effective treatment for Opioid Use Disorder (OUD). MAT reduces the number of people who die each year from OUD by fifty percent and ninety percent of individuals in recovery maintain sobriety after two years. Title II of the Americans with Disabilities Act (ADA) covers the programs and services provided by state and local governments including correctional facilities. Under the ADA, correctional facilities must make reasonable modification to policies and practice to allow inmates in recovery to have access to MAT. In this article, we discuss how the ADA applies to correctional facilities and the impact that MAT has for people who have OUD.

Prévalence des troubles psychiatriques en population carcérale française : une revue systématique de la littérature

IntroductionThe prevalence of psychiatric disorders among prisoners remains a major public health issue worldwide. In France, despite the increasing number of persons who are incarcerated (+30% between 1992 and 2002 with a 120% prison overcrowding), and a historical concern about the mental health of persons in detention and its management, no systematic review has been published on this subject. The aim of this article is to present the results of a systematic review of the literature on the prevalence of psychiatric disorders in French prisons. MethodThe reporting of this systematic review conforms to the PRISMA (Preferred Reporting Items for Systematic reviews and Meta-Analyses) checklist. We searched the PubMed and Web of Science databases. We used combinations of keywords relating to prison (prison*, jail*, inmate*), to psychiatry (“mental health”, psychiatr*), and to France (France, French). This work was completed with a search through the digital libraries of the École des Hautes Études en Santé Publique (EHESP) and of the Système Universitaire de Documentation (Sudoc) to obtain data from academic works and the gray literature. References cited in studies included in this review were also examined. All references published up to September 2022, written in English or French, presenting the results of original quantitative studies on the prevalence of psychiatric disorders in correctional settings were included. Two researchers independently extracted data from included references according to a pre-established protocol. ResultsAmong 501 records identified, a total of 35 papers based on 24 epidemiological studies met the eligibility criteria for inclusion in this review: 16 were cross-sectional, 7 retrospective and 1 both cross-sectional and retrospective. All papers were published between 1999 and 2022. We found one European study, 5 international studies, 18 regional or local studies. Of these, 21 studies had all-male or mixed gender samples (but when the sample was mixed gender, it was always at least 92% male). Almost half of the studies (n=11) involved a small sample of fewer than 500 persons. Half of the studies involved a sample of recently incarcerated persons: 6 involved a random sample of persons in detention, and 1 involved a sample of people incarcerated for more than 5 years. The last 5 studies focused on persons aged over 50 years and incarcerated for more than one year (n=1), incarcerated for sexual offences (n=2), placed in disciplinary cells (n=1) or in a special wing for radicalized or suspected radicalized individuals (n=1). Nine studies used standardized and validated diagnostic tools. According to the 4 studies involving representative samples and using standardized and validated diagnostic tools, the prevalence of the following psychiatric disorders was: 29.4–44.4% for anxiety disorders, 5–14.2% for PTSD, 28–31.2% for mood disorders, 6.9–17% for psychotic disorders, 32% for personality disorders and 11% for ADHD. ConclusionThis systematic review of the literature highlights the high prevalence of psychiatric disorders in French prisons. The data collected are in line with international studies. The great methodological heterogeneity of the papers included in this review calls for further rigorous research to better understand the rates of mental disorders in French prisons and to explore their determinants.

Hepatitis A Exposure Response and Outbreak Prevention in a Large Urban Jail - Los Angeles County, California, May-July 2023.

Correctional settings provide a high-risk environment for hepatitis A transmission because of the high proportion of homelessness and injection drug use among persons who are incarcerated. On May 30, 2023, Los Angeles County Department of Public Health informed the Communicable Disease Surveillance and Control (CDSC) unit of the Los Angeles County Jail system that a symptomatic incarcerated person had received a positive test result for acute hepatitis A. Upon learning the next day that the patient was a food handler, CDSC staff members identified 5,830 potential contacts of the index patient, 1,702 of whom had been released from the jail. During June 1-12, a total of 2,766 contacts who did not have a documented history of hepatitis A serology or vaccination that could be confirmed from the electronic health record or state immunization registry were identified. These persons were offered hepatitis A vaccination as postexposure prophylaxis; 1,510 (54.6%) accepted vaccination. Contacts who were food handlers without confirmed evidence of immunity and who declined vaccination were removed from food-handling duties for the duration of their potential incubation period. No additional cases were identified. Identifying contacts promptly and using immunization and serology records to ensure rapid delivery of postexposure prophylactic vaccine can help prevent hepatitis A transmission during exposures among incarcerated populations.