Multisubstance-Using Probationers and the Odds of Arrest While in the Community

2019 ◽  
Vol 64 (8) ◽  
pp. 818-839
Author(s):  
Justin C. Medina ◽  
Haley R. Zettler
Keyword(s):  
Logistic Regression ◽  
Public Safety ◽  
Community Corrections ◽  
Intensive Treatment ◽  
County Level ◽  
Regression Analyses ◽  
Technical Violations ◽  
Single Substance ◽  
Using Data ◽  
Additional Monitoring

Failed drug tests commonly lead to technical violations and revocation hearings for probationers. The current study extends these observations by examining whether multisubstance-using probationers also have increased odds of arrest in the community. This is important as multisubstance-using probationers may present unique public safety challenges to community corrections agencies and require intensive treatment resources and additional monitoring. Using data from a county-level probation cohort ( N = 2,257) from 2009 to 2010, a series of logistic regression analyses estimated the effects of multisubstance use on the odds of being arrested for a new offense while in the community. The findings revealed that multisubstance use and the frequency of multisubstance use increased the odds of arrest while on probation when compared with single-substance users. We discuss how agencies may best supervise multisubstance-using probationers and suggest directions for further examination.

Gender Equality and Sentencing Outcomes: An Examination of State Courts

2019 ◽  
Vol 31 (5) ◽  
pp. 673-695
Author(s):  
Jeffrey S. Nowacki
Keyword(s):  
Logistic Regression ◽  
Gender Equality ◽  
State Courts ◽  
State Court ◽  
Multilevel Logistic Regression ◽  
County Level ◽  
Using Data ◽  
Court Processing ◽  
The Relationship ◽  
Sentencing Outcomes

The current study examined whether measures of structural gender equality conditioned the effects of defendant gender on incarceration decisions. Using data from the State Court Processing Statistics (SCPS) database, multilevel logistic regression was used to examine the relationship between both case- and county-level variables on incarceration decisions on a sample of defendants sentenced in state courts. Results indicated that women were less likely to be sentenced to prison than men, but there was no gender difference for jail and noncustodial sentences; however, the structural gender equality measures exerted only slight influences over sentencing outcomes.

Privatized Democracy: The Role of Election Services Vendors in the United States

2020 ◽  
Vol 48 (6) ◽  
pp. 705-708 ◽  
Author(s):  
Nadine Suzanne Gibson
Keyword(s):  
United States ◽  
Logistic Regression ◽  
The United States ◽  
Minority Population ◽  
County Level ◽  
Regression Analyses ◽  
Purchasing Decisions ◽  
Term Maintenance

Election equipment in the United States is exclusively purchased from private-sector vendors. When a jurisdiction purchases voting equipment, it is actually purchasing the hardware and software along with a variety of services for the initial implementation and long-term maintenance and support of the system. Election services constitute roughly one third of county-level election expenditures. The results of logistic regression analyses estimating the likelihoods of county purchases of different election services from election services vendors suggest a relationship between purchasing decisions and county demographics, namely the size of the minority population. Localities in states with centralized contracting systems were also substantially more likely to purchase all forms of vendor services.

scholarly journals Distance and Visual Angle of Line-of-Sight of a Small Drone

2020 ◽  
Vol 10 (16) ◽  
pp. 5501
Author(s):  
Kai Way Li ◽  
Chang Sun ◽  
Nailiang Li
Keyword(s):  
Logistic Regression ◽  
Field Experiment ◽  
Visual Angle ◽  
Public Safety ◽  
Visual Detection ◽  
Line Of Sight ◽  
Regression Analyses ◽  
Point Scale ◽  
Operator Training ◽  
Human Participants

Determining the distance of the line-of-sight (LOS) of a small drone is essential in both regulating drone operation and drone operator training considering public safety. A field experiment was conducted to determine the LOS distance and visual angle of a small drone. Human participants were requested to observe a drone in one of the predetermined locations in the air. They responded whether they could see and hear the drone using a five-point scale. It was found that auditory signals were insignificant in drone detection because most of the participants could not hear the drone while they could still see the drone in most of the test locations. Logistic regression analyses were conducted to predict the probability of catching the drone visually. Two models were built considering the “definitely yes” and “definitely or probably yes” criteria of visual detection. These models may be used to estimate the LOS distance and visual angle. Assuming a 50% probability of visual catching and the “definitely or probably yes” criterion, the distance and visual angle of the LOS for the Mavic Air drone without a protector were approximately 307 m and 0.065°, respectively.

Explaining Victimization Experienced by Latinas: A Test of Target Congruence Theory

2020 ◽  
Vol 42 (3) ◽  
pp. 381-400
Author(s):  
Egbert Zavala
Keyword(s):  
Logistic Regression ◽  
Sexual Assault ◽  
Regression Analyses ◽  
The Core ◽  
Study Results ◽  
Congruence Theory ◽  
Study Population ◽  
Using Data

A small but growing number of studies have begun testing the core propositions of target congruence theory. While these studies have provided modest support, no study to date has applied it to victimization experienced by Latinas. This is somewhat surprising, given that some of the theory’s theoretical constructs may be especially pertinent to this study population. Using data collected from the Sexual Assault Among Latinas (SALAS) study, results from logistic regression analyses showed that a target’s vulnerability, gratifiability, and antagonism modestly predicted victimization. Specifically, Latinas high in Latino orientation reported lower victimization, whereas Latinas high in masculinity traits were more likely to report victimization, while measures that captured antagonism, such as anger, were also found to be significant.

Perceived Effectiveness of Random Testing for Alcohol and Drugs in the Australian Aviation Community

2012 ◽  
Vol 2 (2) ◽  
pp. 72-81
Author(s):  
Christina M. Rudin-Brown ◽  
Eve Mitsopoulos-Rubens ◽  
Michael G. Lenné
Keyword(s):  
Logistic Regression ◽  
Online Survey ◽  
Random Testing ◽  
Regression Analyses ◽  
Perceived Effectiveness ◽  
Student Pilots ◽  
Alcohol And Drugs ◽  
Positive Attitudes ◽  
One Year ◽  
Alcohol And Other Drugs

Random testing for alcohol and other drugs (AODs) in individuals who perform safety-sensitive activities as part of their aviation role was introduced in Australia in April 2009. One year later, an online survey (N = 2,226) was conducted to investigate attitudes, behaviors, and knowledge regarding random testing and to gauge perceptions regarding its effectiveness. Private, recreational, and student pilots were less likely than industry personnel to report being aware of the requirement (86.5% versus 97.1%), to have undergone testing (76.5% versus 96.1%), and to know of others who had undergone testing (39.9% versus 84.3%), and they had more positive attitudes toward random testing than industry personnel. However, logistic regression analyses indicated that random testing is more effective at deterring AOD use among industry personnel.

scholarly journals Impact of digitally acquired peer diagnostic input on diagnostic confidence in outpatient cases: A pragmatic randomized trial

2020 ◽  
Author(s):  
Elaine C Khoong ◽  
Valy Fontil ◽  
Natalie A Rivadeneira ◽  
Mekhala Hoskote ◽  
Shantanu Nundy ◽  
...  
Keyword(s):  
Logistic Regression ◽  
Randomized Trial ◽  
Odds Ratio ◽  
Primary Outcome ◽  
Mixed Effects ◽  
Regression Analyses ◽  
Diagnostic Confidence ◽  
Diagnostic Uncertainty ◽  
Intervention Impact ◽  
High Uncertainty

Abstract Objective The study sought to evaluate if peer input on outpatient cases impacted diagnostic confidence. Materials and Methods This randomized trial of a peer input intervention occurred among 28 clinicians with case-level randomization. Encounters with diagnostic uncertainty were entered onto a digital platform to collect input from ≥5 clinicians. The primary outcome was diagnostic confidence. We used mixed-effects logistic regression analyses to assess for intervention impact on diagnostic confidence. Results Among the 509 cases (255 control; 254 intervention), the intervention did not impact confidence (odds ratio [OR], 1.46; 95% confidence interval [CI], 0.999-2.12), but after adjusting for clinician and case traits, the intervention was associated with higher confidence (OR, 1.53; 95% CI, 1.01-2.32). The intervention impact was greater in cases with high uncertainty (OR, 3.23; 95% CI, 1.09- 9.52). Conclusions Peer input increased diagnostic confidence primarily in high-uncertainty cases, consistent with findings that clinicians desire input primarily in cases with continued uncertainty.

785 Reported Restful Sleep Predicting Emotional Distress: Does Exercise (and its modalities) moderate?

SLEEP ◽  
2021 ◽  
Vol 44 (Supplement_2) ◽  
pp. A305-A306
Author(s):  
Jesse Moore ◽  
Ellita Williams ◽  
Collin Popp ◽  
Anthony Briggs ◽  
Judite Blanc ◽  
...  
Keyword(s):  
Logistic Regression ◽  
Aerobic Exercise ◽  
Regression Models ◽  
Regression Analyses ◽  
Logistic Regression Models ◽  
The Past ◽  
Strengthening Exercise ◽  
Waking Up ◽  
The Relationship ◽  
Age And Sex

Abstract Introduction Literature shows that exercise moderates the relationship between sleep and emotional distress (ED.) However, it is unclear whether different types of exercise, such as aerobic and strengthening, affect this relationship differently. We investigated the moderating role of two types of exercise (aerobic and strengthening) regarding the relationship between ED and sleep. Methods Our analysis was based on data from 2018 National Health Interview Survey (NHIS), a nationally representative study in which 2,814 participants provided all data. Participants were asked 1) “how many days they woke up feeling rested over the past week”, 2) the Kessler 6 scale to determine ED (a score >13 indicates ED), and 3) the average frequency of strengthening or aerobic exercise per week. Logistic regression analyses were performed to determine if the reported days of waking up rested predicted level of ED. We then investigated whether strengthening or aerobic exercise differentially moderated this relationship. Covariates such as age and sex were adjusted in the logistic regression models. Logistic regression analyses were performed to determine if subjective reporting of restful sleep predicted level of ED. We investigated whether strengthening exercise or aerobic exercise differentially moderated this relationship. Covariates such as age and sex were adjusted in the logistic regression models. Results On average, participants reported 4.41 restful nights of sleep (SD =2.41), 3.43 strengthening activities (SD = 3.19,) and 8.47 aerobic activities a week (SD=5.91.) We found a significant association between days over the past week reporting waking up feeling rested and ED outcome according to K6, Χ2(1) = -741, p= <.001. The odds ratio signified a decrease of 52% in ED scores for each unit of restful sleep (OR = .48, (95% CI = .33, .65) p=<.001.) In the logistic regression model with moderation, aerobic exercise had a significant moderation effect, Χ2(1) = .03, p=.04, but strengthening exercise did not. Conclusion We found that restful sleep predicted reduction in ED scores. Aerobic exercise moderated this relationship, while strengthening exercise did not. Further research should investigate the longitudinal effects of exercise type on the relationship between restful sleep and ED. Support (if any) NIH (K07AG052685, R01MD007716, K01HL135452, R01HL152453)

Familial Interdependence, Socioeconomic Disadvantage, and the Formation of Familial Mentoring Relationships Within Black Families

2020 ◽  
pp. 074355842097912
Author(s):  
Janelle T. Billingsley ◽  
Ariana J. Rivens ◽  
Noelle M. Hurd
Keyword(s):  
Logistic Regression ◽  
Social Class ◽  
Mixed Method ◽  
Black Families ◽  
Socioeconomic Disadvantage ◽  
Mentoring Relationships ◽  
Regression Analyses ◽  
Disadvantaged Youth ◽  
Mentoring Relationship ◽  
Mixed Method Design

This study used an explanatory sequential mixed-method design to explore the association between familial interdependence and familial mentoring relationship presence within black families. This study also examined how socioeconomic disadvantage may moderate the association between familial interdependence and familial mentoring presence. A sample of 216 black youth (59% girls; 41% boys) were surveyed, and a subsample of 25 participants were interviewed along with one of their parents, and one nonparental familial adult with whom the youth reported feeling emotionally close to learn more about the enactment of familial interdependence and the formation of familial mentoring relationships across social class. Logistic regression analyses revealed that greater valuing of familial interdependence was associated with a greater likelihood of having a familial mentoring relationship, but this association was present only among nonsocioeconomically disadvantaged youth. Data collected from participant interviews were analyzed to better understand this pattern of findings. These analyses provided some preliminary insights into why familial interdependence may predict familial mentor formation only among nonsocioeconomically disadvantaged youth. Implications of study findings for the promotion of familial mentoring relationships within black families are discussed.

scholarly journals Prediction of 11-year incidence of psychophysically dependent status or death among community-dwelling younger elderlies: from an age-specified community-based cohort study (the NISSIN project)

2021 ◽  
Vol 26 (1) ◽  
Author(s):  
Satoe Okabayashi ◽  
Takashi Kawamura ◽  
Hisashi Noma ◽  
Kenji Wakai ◽  
Masahiko Ando ◽  
...  
Keyword(s):  
Older Adults ◽  
Logistic Regression ◽  
Cohort Study ◽  
Prediction Model ◽  
Nursing Care ◽  
Family Members ◽  
Limited Resource ◽  
Community Dwelling ◽  
Older Individuals ◽  
Regression Analyses

Abstract Background Predicting adverse health events and implementing preventative measures are a necessary challenge. It is important for healthcare planners and policymakers to allocate the limited resource to high-risk persons. Prediction is also important for older individuals, their family members, and clinicians to prepare mentally and financially. The aim of this study is to develop a prediction model for within 11-year dependent status requiring long-term nursing care or death in older adults for each sex. Methods We carried out age-specified cohort study of community dwellers in Nisshin City, Japan. The older adults aged 64 years who underwent medical check-up between 1996 and 2005 were included in the study. The primary outcome was the incidence of the psychophysically dependent status or death or by the end of the year of age 75 years. Univariable logistic regression analyses were performed to assess the associations between candidate predictors and the outcome. Using the variables with p-values less than 0.1, multivariable logistic regression analyses were then performed with backward stepwise elimination to determine the final predictors for the model. Results Of the 1525 female participants at baseline, 105 had an incidence of the study outcome. The final prediction model consisted of 15 variables, and the c-statistics for predicting the outcome was 0.763 (95% confidence interval [CI] 0.714–0.813). Of the 1548 male participants at baseline, 211 had incidence of the study outcome. The final prediction model consisted of 16 variables, and the c-statistics for predicting the outcome was 0.735 (95% CI 0.699–0.771). Conclusions We developed a prediction model for older adults to forecast 11-year incidence of dependent status requiring nursing care or death in each sex. The predictability was fair, but we could not evaluate the external validity of this model. It could be of some help for healthcare planners, policy makers, clinicians, older individuals, and their family members to weigh the priority of support.

scholarly journals Non-association between low vitamin d levels and aeroallergen-positivity evaluated using multiple allergen simultaneous test in Korean adults

2021 ◽  
Vol 17 (1) ◽  
Author(s):  
Jee Hye Wee ◽  
Sung Woo Cho ◽  
Jeong-Whun Kim ◽  
Chae-Seo Rhee
Keyword(s):  
Vitamin D ◽  
Logistic Regression ◽  
Vitamin D Deficiency ◽  
House Dust Mites ◽  
Regression Analyses ◽  
Allergen Sensitization ◽  
Korean Adults ◽  
Simultaneous Test ◽  
Severe Deficiency ◽  
Vitamin D Levels

Abstract Background Studies on the association between vitamin D levels and allergen sensitization have reported conflicting results. We aimed to evaluate the association between low vitamin D levels and sensitization to 59 aeroallergens in Korean adults. Methods We retrospectively reviewed serum 25-hydroxyvitamin D (25[OH]D) measurements of participants (n = 57,467) in a healthcare center between May 2003 and June 2020. Serum 25(OH)D levels were categorized as follows: severe deficiency (< 10 ng/mL), deficiency (10 to < 20 ng/mL), insufficiency (20 to < 30 ng/mL), and sufficiency (≥ 30 ng/mL). Among all subjects, 1277 simultaneously underwent the multiple allergen simultaneous test. Multiple linear and logistic regression analyses were used to estimate coefficients and odds ratios (ORs) with 95% confidence interval (CI) for the association between serum vitamin D deficiency and aeroallergen sensitization after adjustment for potential confounders. Subgroup analyses were conducted for the types of aeroallergen (house dust mites, pollens, animal dander, foods, cockroach, and fungus). Results Vitamin D deficiency, defined as serum 25(OH)D level < 20 ng/mL, was noted in 56.4% of participants. There were significant differences in serum 25(OH)D levels according to sex, age, season, and bone mineral density (all P < 0.001). In multiple linear regression analyses, serum 25(OH)D levels were significantly lower in young subjects (adjusted coefficient [95% CI], 0.188 [0.101, 0.275]) and during winter (− 4.114 [− 6.528, − 1.699]). However, no significant association was observed between serum 25(OH)D levels and allergen sensitization (adjusted coefficients [95% CI], − 0.211 [− 1.989, 1.567], P = 0.816). In multivariate logistic regression analyses, male sex, young age, and winter season were significant risk factors for vitamin D deficiency. However, allergen sensitization showed no significant association with 25(OD)D levels after adjusting for confounders (adjusted OR [95% CI], 1.037 [0.642, 1.674] in insufficiency; 0.910 [0.573, 1.445] in deficiency; 0.869 [0.298, 2.539] in severe deficiency groups, P for trend = 0.334). There were consistent findings across subgroups regarding type of aeroallergen sensitized. Conclusion Vitamin D deficiency was prevalent but was not significantly associated with aeroallergen sensitization in Korean adults. To the best of our knowledge, this is the first large-scale study to evaluate the association between vitamin D deficiency and sensitization to 59 different aeroallergens.

Sign in / Sign up

Export Citation Format

Share Document