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Supplementary academic material presenting methodological justification for covariate selection, regression diagnostics, statistical software used, and exploratory factor analysis results for the CES-D depression scale in a study examining oxytocin levels, HIV indicators, and perceived stress.
Document Type:
Supplementary research material
Subject Area:
Mental health research; HIV; depression measurement; statistical analysis
Research Topic:
Associations between oxytocin levels, HIV markers, perceived stress, and depressive symptoms
Analytical Methods:
Multivariate linear regression; exploratory factor analysis
Statistical Software:
R
R Packages Used:
dplyr; knitr; nlme; boot; ggpubr; MASS; car; lm.beta; ltm; corrplot; psych; GPArotation; lavaan; semPlot; LambertW; effects; rstanarm; bayesplot; mediation
Variables Analyzed:
Age; education; sex; body mass index (BMI); CD4 cell count
Measurement Instrument:
CES-D (Center for Epidemiologic Studies Depression Scale)
Sample Size:
79 participants
Key Biological Marker:
Plasma oxytocin levels
Health Condition Context:
HIV infection
Statistical Tests Mentioned:
Shapiro–Wilk test; Cook’s Distance; variance inflation factor (VIF); correlation coefficients
Factor Model Selected:
Five-factor solution for CES-D scale
Factors Identified:
Depressed Affect; Positive Affect; Appetite; Cognitive Symptoms; Perceived Failure
Supplementary Tables:
Correlation plot between oxytocin levels and HIV/stress markers; exploratory factor analysis loadings for CES-D
Referenced Literature:
14 academic sources in psychiatry, epidemiology, and health research
Price: 8 / 10 USD
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Document Type:
Supplementary statistical tables
Research Field:
Epidemiology; Public Health; Neurology
Topic:
Associations between smoking status, smoking dosage (pack-years), and risk of dementia
Health Outcomes Studied:
All-cause dementia; Alzheimer’s dementia; vascular dementia
Exposure Variables:
Smoking initiation, smoking cessation, sustained smoking, pack-year exposure
Population Size:
1,073,517 non-smokers and multiple smoking status groups
Statistical Measures:
Incidence rate per 1000 person-years; hazard ratio with 95% confidence interval
Observation Metric:
Person-years of follow-up
Analytical Approach:
Sensitivity analysis and subgroup interaction analysis
Adjusted Covariates:
Sex; age; low income; alcohol consumption; regular physical activity; body mass index; hearing loss; diabetes mellitus; hypertension; dyslipidemia
Subgroup Factors:
Low income; alcohol consumption; physical activity; obesity; hearing loss; diabetes mellitus; hypertension; dyslipidemia
Purpose:
Quantitative assessment of how smoking behavior and demographic or health factors relate to dementia incidence
Source Context:
Supplementary material accompanying an epidemiological research study
Topic:
Statistical analysis of television viewing behaviour and memory recall
Document type:
Statistical analysis tutorial / research exercise description
Subject:
Viewer recall of plot details in the television series Outlander
Statistical method:
Analysis of Covariance (ANCOVA)
Software:
jamovi
Independent variable:
Episodes Per Sitting
Dependent variable:
Recall of Outlander Plot Details
Covariate:
Scottish History Knowledge
Sample size:
54 participants
Participant criteria:
Individuals who had not previously watched Outlander
Study design:
Experimental group comparison with covariate control
Viewing groups:
One episode per week; several episodes per sitting across multiple sittings; entire season in one sitting
Measurement scale:
Test scores from 0 to 100
Effect size measures:
η² and Cohen’s d
Statistical tests:
ANCOVA and post hoc pairwise comparisons
Data visualization:
Estimated marginal means plot with 95% confidence intervals
Context:
Evaluation of whether viewing mode influences retention of complex television plotlines
Year:
2017
Region / City:
Canterbury, Kent
Topic:
Psychological wellbeing of care staff, challenging behaviour, debriefing
Document Type:
Academic Article
Author:
Peter A. Baker
Target Audience:
Researchers, practitioners in intellectual disability and behavioural support services
Period of Application:
Not specified
Date of Approval:
Not specified
Date of Modifications:
Not specified
Note:
Contextual description
Year:
2015
Region / City:
Not specified
Subject:
Performance measurement, business performance
Document type:
Article
Organization / Institution:
Not specified
Author:
Nikolaos Otheitis, Martin Kunc
Target audience:
Academics, researchers
Period of validity:
Not specified
Approval date:
Not specified
Date of changes:
Not specified
Year:
2024
Region / city:
OECD countries
Topic:
Private Equity, Health Care
Document Type:
Research Report
Institution:
OECD
Author:
Victoria L. Berquist, Riku Buri, Miika Heinonen, Matias Pietola, Ulrika Winblad, and others
Target Audience:
Researchers, Policymakers, Healthcare Industry Professionals
Period of Validity:
2013-2023
Approval Date:
2024
Date of Changes:
2024
Note:
Contextual Description
Year:
2023
Region / City:
Birmingham, UK
Field:
Medical Research
Document Type:
Research Study Participant Information Sheet
Institution:
University of Birmingham
Author:
Tom Nightingale, PhD
Target Audience:
Individuals with spinal cord injury (SCI), medical professionals, researchers
Study Duration:
3 weeks (AIM 1) and 9 weeks + 6-week follow-up (AIM 2)
Date of Approval:
2023
Date of Last Revision:
N/A
Study Phases:
AIM 1 (3 weeks), AIM 2 (9 weeks), Follow-up (6 weeks)
Study Contact:
Dan Hodgkiss, MSci
Sponsor:
University of Birmingham
Funder:
The International Spinal Research Trust (ISRT)
Year:
2021
Region / City:
Philippines, Manila
Field:
Healthcare, Rehabilitation, Physical Therapy
Document Type:
Study Protocol
Institution:
University of Santo Tomas
Author(s):
Donald Lipardo, Diane Ernabel Añonuevo, Jason Barlis, Eimee Jealyne Chang, Sophia Anne Ferrer, Juean Joloue Lama, Danielle Koleen Rivera, Kristopher Saludo, Marie Therese Turiano, Jerome Porto, Robinson Laxa
Target Audience:
Physical therapists, healthcare professionals, geriatricians, researchers
Study Period:
May 2021 - February 2022
Approval Date:
September 10, 2021
Modification Date:
Not specified
Keywords:
Arnis, Balance, Exercise, Filipino, Older Adults, Martial Arts
Year:
Not specified
Period:
COVID-19 pandemic
Subject:
Social perception, impression formation, facial cues, occupational stereotyping
Keywords:
Masks, COVID-19, Social Perception
Type of document:
Academic research article
Field:
Social Psychology
Methodology:
Qualitative analysis with experimental survey design
Sample size:
109 participants
Participant age range:
15–71 years
Variables:
Facial features, mask types, perceived occupation categories
Occupational categories examined:
Doctor, Soldier, Artist, Murderer, Thief
Data collection method:
Online closed-ended questionnaire
Stimuli:
Composite male and female portraits manipulated with four mask types
Ethical considerations:
Informed consent obtained; confidentiality assured
Year:
2018
Region / City:
United Kingdom
Topic:
Attachment styles, emotional intelligence, primary care
Document Type:
Research Article
Institution:
University of Liverpool, Lancaster University, Swansea University
Author:
M. Gemma Cherry, Ian Fletcher, Damon Berridge, Helen O’Sullivan
Target Audience:
Medical professionals, researchers in psychology and healthcare
Period of Action:
N/A
Approval Date:
N/A
Date of Changes:
N/A
Year:
2026
Location:
Bangkok, Thailand
Theme:
Internet of Things and everyday innovation
Document type:
Application form
Organizer:
TGGS, KMUTNB
Target audience:
University students aged 18–35
Event dates:
March 30 – April 3, 2026
Application deadline:
March 3, 2026
Team requirements:
Three members per team, diverse universities allowed, student ID required, at least one laptop per team
Consent:
Required for participation, media usage, and grant receipt
Grant:
15,000 THB per team, provided upon completion
Languages:
English (primary), limited Thai support
Submission method:
Email to [email protected]
Source type:
Official application form for an educational program
Year:
2024
Region / City:
Summit
Topic:
Classical Studies, Latin
Document Type:
Exam Results
Organization / Institution:
Summit School
Author:
Summit School
Target Audience:
Students, Educators
Period of Validity:
2024
Approval Date:
2024
Date of Changes:
N/A
Date:
25 April 2022
Region:
Virtual
Topic:
Science advice to policy coherence for sustainable food systems
Document type:
Workshop agenda
Organization:
FACCE-JPI
Author:
FACCE-JPI Secretariat
Target audience:
Policy-makers, researchers, and stakeholders in the field of food systems
Date of approval:
25 April 2022
Period of validity:
April 2022
Note:
Key questions
Year:
2021
Region / City:
York, UK
Topic:
Pediatric nutrition, Gastrostomy feeding, Home-blended diets, Formula feeding
Document Type:
Research protocol
Institution:
University of York
Target Audience:
Researchers, Health professionals, Dietitians, Pediatricians, Parents of children with gastrostomy
Duration:
Not specified
Approval Date:
Not specified
Date of Revisions:
Not specified
Year:
2025
Institution:
Purdue University
Program:
Exploratory Studies
Document Type:
Application and Program Guidelines
Target Audience:
Current and former exploratory students
Roles:
Ambassadors
Responsibilities:
Campus event representation, prospective student engagement, social media support, presentation duties
Qualifications:
Enrollment in Exploratory Studies, minimum 2.5 GPA, leadership, communication skills
Application Deadline:
November 23, 2025
Interview Period:
Week of December 8, 2025
Notification Date:
December 15, 2025
Training Requirements:
Youth Protection Training every 2 years, background check yearly
Participation Requirement:
Minimum three events per semester
Year:
2026
Region / City:
N/A
Topic:
Neurofeedback, Near-Infrared Spectroscopy, Binge-Eating Disorder
Document Type:
Supplementary Material
Institution:
N/A
Author:
Hilbert, A., Rösch, S. A., Petroff, D., Prettin, C., Lührs, M., Ehlis, A.-C., Schmidt, R.
Target Audience:
Researchers, Clinical Professionals
Effective Period:
N/A
Approval Date:
N/A
Modification Date:
N/A
Year:
2026
Region / City:
International
Theme:
Oncology, Targeted Therapy
Document Type:
Supplemental Figure Legends
Institution / Organization:
Clinical Research Team
Authors:
Not specified
Target Population:
Patients with MET-positive gastric, hepatocellular, renal, and non-small cell lung cancers
Study Period:
Preclinical and clinical exploratory analyses
Data Collection Date:
Not specified
Drug Dosage:
Emibetuzumab 20 mg/kg qw, DC101 20 mg/kg 2qw intraperitoneally
Endpoints:
Progression-free survival, tumor response, biomarker expression
Cancer Types:
Gastric cancer, hepatocellular carcinoma, renal cell carcinoma, non-small cell lung cancer
Methodology:
Preclinical xenograft models, biomarker stratification, exploratory cut-off analysis
Supplement Figures:
Figures 1–3
Year:
2018
Region / City:
Rowan University
Topic:
Academic Program
Document Type:
Workshop Schedule
Organization / Institution:
Rowan University
Author:
Office of Academic Transition & Support Programs
Target Audience:
New Freshmen
Period of Validity:
Fall 2018
Approval Date:
September 6, 2018
Modification Date:
N/A