プロフィール詳細

プロジェクトを作成

★★★★★

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Dr. Jenna D.に依頼

United States

Statistician and Data Analyst | Expert in R | 5+ years of experience in designing and conducting research.

プロフィール概要

My career has focused on designing and carrying out research studies on a variety of topics. During my training I was the lead in charge of data cleaning, documentation, and analysis on a federally funded multi-million dollar grant. Following my training, I went to work in the private sector where I conducted research on many topics globally. Now, as owner of a consulting firm, I have subcontracted for state projects and conducted work for universities as well as continuing work in the private sector. My work focuses on designing research studies with specific questions in mind, making complex data readily understood by laypersons, and creating beautiful and intuitive visualizations.

専門分野

• ★ Data Analysis
• ★ Data Collection
• ★ Data Cleaning
• ☆ Software Engineering
• ☆ Information Technology
• ☆ Database Management
• ☆ Systems Integration
• ☆ Software Architecture
• ☆ Algorithm Design
• ☆ Data Processing
• ☆ Data Exploration
• ☆ Cluster Analysis
• ☆ Data Visualization
• ☆ Big Data Analytics
• ☆ Data Management
• ☆ Data Manipulation
• ☆ Machine Learning
• ☆ Text Mining & Analytics
• ☆ Data Architecture
• ☆ Neural Networks
• ☆ Deep Learning
• ☆ Business Analytics
• ☆ Statistics
• ☆ Statistical Theory
• ☆ Applied Statistics
• ☆ Comparative Analysis
• ☆ Social Statistics
• ☆ Meta-Analysis
• ☆ Regression Analysis
• ☆ Multivariate Analysis
• ☆ Nonlinear Regression
• ☆ Correlation Analysis
• ☆ Statistical Computing
• ☆ Survey Design
• ☆ Study Design
• ☆ Information Systems
• ☆ Information Retrieval
• ☆ Data Storage
• ☆ Human Behavior & Psychology
• ☆ Child & Adolescent Psychology
• ☆ Family Psychology
• ☆ Developmental Psychology
• ☆ Child Development
• ☆ Social Psychology
• ☆ Child Psychology
• ☆ Python
• ☆ SPSS
• ☆ SQL
• ☆ Excel
• ☆ Java
• ☆ SAS
• ☆ Tensorflow
• ☆ LaTex
• ☆ R
• ☆ Tableau
• ☆ Scikit-learn
• ☆ Markup Languages
• ☆ Hypothesis
• ☆ Peer Review
• ☆ Research Methodology
• ☆ Survey Design & Methodology
• ☆ Meta-Research
• ☆ Literature Search
• ☆ UX Design
• ☆ Presentation Design
• ☆ Skills Training
• ☆ Technical & Scientific Writing
• ☆ Manuscript & Journal Article Writing
• ☆ White Papers
• ☆ Science Communication
• ☆ Traditional/Narrative Literature Review
• ☆ Systematic Literature Review
• ☆ Audio Transcription
• ☆ Marketing Analytics

サービス

• Writing
• Research
• Consulting
• Data & AI

Writing Technical Writing

Research Market Research, Meta-Research, Scientific and Technical Research

Consulting Scientific and Technical Consulting

Data & AI Predictive Modeling, Statistical Analysis, Data Visualization, Big Data Analytics, Data Cleaning, Data Processing

職務経験

President

Peak Data Consulting

6月 2023 - 現在

President

Peak Data Consulting

3月 2023 - 現在

Researcher 2

The Church of Jesus Christ of Latter-day Saints

2月 2022 - 6月 2023

Research Assitant

Utah State University

8月 2017 - 4月 2022

Graduate Instructor

Utah State University

8月 2018 - 5月 2020

Research Assistant

Brigham Young University

8月 2015 - 8月 2017

学歴

Doctorate (Human Development and Family Studies)

Utah State University

8月 2017 - 4月 2022

Bachelors (School of Family Life)

Brigham Young University

8月 2011 - 8月 2017

認定資格

• 認定資格の詳細は未入力です。

出版物

JOURNAL ARTICLE

Jenna Dayley, Shawn Whiteman, Sahitya Maiya, Sarfaraz Serang, Brian C. Kelly, Sarah A. Mustillo, Jennifer L. Maggs (2023). Sibling influences on adolescent alcohol use during the spring 2020 COVID-19 pandemic shutdown . Psychology of Addictive Behaviors.

Shawn D. Whiteman, Sahitya Maiya, Jenna R. Cassinat, Sarfaraz Serang, Brian C. Kelly, Sarah A. Mustillo, Jennifer L. Maggs (2023). Sibling influences on adolescent alcohol use during the spring 2020 COVID-19 pandemic shutdown . Psychology of Addictive Behaviors.

Sahitya Maiya, Shawn D. Whiteman, Jenna C. Dayley, Sarfaraz Serang, Laura Wray-Lake, Brian C. Kelly, Jennifer L. Maggs, Sarah A. Mustillo (2023). Direct and indirect effects of maternal and sibling intimacy on adolescents’ volunteering via social responsibility values: A longitudinal study . Journal of Social and Personal Relationships.

Daniel J. M. Fleming, Travis E. Dorsch, Jenna C. Dayley (2023). The mediating effect of parental warmth on the association of parent pressure and athlete perfectionism in adolescent soccer . International Journal of Sport and Exercise Psychology.

Alexander Jensen, McKell A. Jorgensen-Wells, Lauren E. Andrus, Janna Pickett, Virginia Leiter, Marnae E. Bell Hadlock, Jenna C. Dayley (2023). Sibling differences and parents’ differential treatment of siblings: A multilevel meta-analysis . Developmental Psychology.

Alexander Jensen, McKell A. Jorgensen-Wells, Lauren E. Andrus, Janna Pickett, Virginia Leiter, Marnae E. Bell Hadlock, Jenna C. Dayley (2023). Sibling differences and parents’ differential treatment of siblings: A multilevel meta-analysis . Developmental Psychology.

Alexander Jensen, Sarah Killoren, Nicole Campione-Barr, Jenny Padilla, Bin-Bin Chen (2023). Sibling Relationships in Adolescence and Young Adulthood in Multiple Contexts: A Critical Review . Journal of Social and Personal Relationships.

Alexander Jensen, Meghan K. Hamwey, Crystal Parkinson, Jenna C. Dayley, Shawn D. Whiteman (2023). The Emerging Adults’ Relationships with Siblings Scale: Development and Validation . Emerging Adulthood.

Sahitya Maiya, Shawn D. Whiteman, Sarfaraz Serang, Jenna C. Dayley, Jennifer L. Maggs, Sarah A. Mustillo, Brian C. Kelly (2023). Associations between older siblings’ substance use and younger siblings’ substance use intentions: Indirect effects via substance use expectations . Addictive Behaviors.

Jenna R. Cassinat, Shawn D. Whiteman, Sarfaraz Serang, Aryn M. Dotterer, Sarah A. Mustillo, Jennifer L. Maggs, Brian C. Kelly (2021). Changes in family chaos and family relationships during the COVID-19 pandemic: Evidence from a longitudinal study . Developmental Psychology.

Jenna Dayley, Shawn Whiteman, Sarfaraz Serang, Aryn M. Dotterer, Sarah A. Mustillo, Jennifer Maggs, Brian C. Kelly (2021). Changes in family chaos and family relationships during the COVID-19 pandemic: Evidence from a longitudinal study . Developmental Psychology.

Jenna Dayley, Shawn Whiteman, Sarfaraz Serang, Aryn M. Dotterer, Sarah A. Mustillo, Jennifer Maggs, Brian C. Kelly (2021). Changes in family chaos and family relationships during the COVID-19 pandemic: Evidence from a longitudinal study . Developmental Psychology.

Jennifer L. Maggs, Jenna R. Cassinat, Brian C. Kelly, Sarah A. Mustillo, Shawn D. Whiteman (2021). Parents Who First Allowed Adolescents to Drink Alcohol in a Family Context During Spring 2020 COVID-19 Emergency Shutdowns . Journal of Adolescent Health.

Jennifer L. Maggs, Jenna R. Cassinat, Brian C. Kelly, Sarah A. Mustillo, Shawn D. Whiteman (2021). Parents Who First Allowed Adolescents to Drink Alcohol in a Family Context During Spring 2020 COVID-19 Emergency Shutdowns . Journal of Adolescent Health.

Whiteman, S. D., Cassinat, J. R., Serang, S., Maiya, S., Kelly, B. C., Mustillo, S. A., & Maggs, J. L. (2021). ADOLESCENTS'DRINKING DURING THE COVID-19 PANDEMIC SHUTDOWNS: INCREASED INFLUENCE OF SIBLINGS?. Alcoholism-Clinical and Experimental Research, 234A-234A.

Jenna R. Cassinat, Alexander C. Jensen(2020). Following in your sibling’s steps: Sibling influence and young adults’ marital attitudes . Journal of Social and Personal Relationships. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 026540751988151. {SAGE} Publications

Jenna Dayley, Alexander Jensen (2020). Following in your sibling’s steps: Sibling influence and young adults’ marital attitudes . Journal of Social and Personal Relationships.

Alexander Jensen, Hannah B. Apsley, Emily P. Rolan, Jenna R. Cassinat, Shawn D. Whiteman (2020). Parental Differential Treatment of Siblings and Adolescents’ Health-Related Behaviors: The Moderating Role of Personality . Journal of Youth and Adolescence.

Jenna R. Cassinat, Shawn D. Whiteman, Alexander C. Jensen (2019). Associations between perceptions about siblings' development and emerging adults' adulthood attainment . Personal Relationships.

Jenna Dayley, Shawn D. Whiteman, Alexander C. Jensen (2019). Associations between perceptions about siblings' development and emerging adults' adulthood attainment . Personal Relationships.

BOOK CHAPTER

Shawn D. Whiteman, Sahitya Maiya, Jenna C. Dayley (2023). Siblings . Encyclopedia of Mental Health.

S.D. Whiteman, U. Senguttuvan, Z.S. Gold (2016). Siblings . Encyclopedia of Mental Health.

DISSERTATION THESIS

Jenna Dayley(2022). Siblings Influence on Young Adults' Development: A Three-Study Dissertation .