JTC Research Meeting: Statistical Framework and Measure Administration and Project Logistics

Research Development and Take Ownership

  • Encouragement of autonomy: Participants are encouraged to take ownership of the research process by identifying specific areas of interest they wish to investigate.

  • Research questions: Team members should propose specific research questions to the leadership if they wish to pursue unique investigative paths.

  • Future prospects: The ultimate goal of the research includes the possibility of publishing findings or pursuing other professional outcomes based on the data collected.

Statistical Methodology and Documentation

  • Comprehensive Stat Document: A new document has been created that outlines all statistical components of the project.

  • Content of documentation: This document includes the overall workflow, how data should flow through the process, specific statistical parameters, and the exact analyses that will be performed.

  • Review date: A formal review of the statistical side of the project is scheduled for July24thJuly\,24th.

  • Sample size constraints:

    • The current study faces limitations due to a fairly low population or sample size.

    • The team will work around this by identifying and adding more patients to the dataset as they become available over time.

  • Difficulty level: The material is described as being "pretty dry" for those who do not enjoy statistics, but it is considered a "necessary evil" for the research process.

Core Research Components and Data Framework

  • Dual-component structure: The project consists of two primary parts:

    • JTC Research: The primary investigatory focus.

    • PsycheVal (Psychological Evaluation): Complementary data source.

  • Archival Data: Information gathered from the PsycheVal is treated as archival data.

  • Moderating Factors: The PsycheVal data is not the primary focus but serves as a moderating factor to provide context for the results.

  • Primary Focus: The core of the analysis is based on "pre and post" measures (pre-test and post-test assessments) to track changes over time.

Execution and Administration of Measures

  • Prioritization of participants: Pre-measures should be administered starting with participants who have been in the program the longest.

  • Timeline: The goal is to have the initial set of measures completed by the end of the first week of JulyJuly.

  • Accessing materials: All relevant documents and measures are stored in the OneDrive under the "Regular JTC OneDrive" in the "Research" folder.

  • Administration methods:

    • Digital: Documents are available as fillable PDFs and can be completed on a computer if the researcher and participant are comfortable.

    • Hard Copy: Documents may be printed for manual completion, particularly for participants "in custody" where computer access is restricted.

  • Re-administration Protocol: Even if a participant has previously completed a measure (such as a PQ - Personality Questionnaire) during a general psychological evaluation, it should be re-administered for research purposes to ensure the data aligns with the specific research time period and aggression metrics.

Internal Systems and Notifications

  • Automated Notification System: Efforts are being made to establish an email notification system that alerts staff members whenever they are assigned a new participant.

  • System Status: This is currently a "work in progress" as there have been technical difficulties; the speaker noted they thought it was fixed approximately 55 times, but it remains buggy.

  • Presentation Materials: PowerPoints and other descriptive documents used to explain the study will be uploaded to the JTC Research folder for team access.

Questions & Discussion

  • Question regarding statistics: One participant asked, "What you mean by, like, stats? What does that mean to you? Like, when you look when you look at the PDF?"

  • Response on attitudes toward stats: One team member expressed that looking at complex math symbols and equations makes them "excited," while another mentioned it makes them feel "a little nauseous."

  • Discussion on past academic experiences: A participant noted they had taken "two stats classes" and were currently in "research methods" for their dissertation, expressing a strong desire to read research data "coherently."

  • Discussion on PQ administration: A participant noted that one of their "kids" (participants) was given a PQ, which was strange as it wasn't typically for the psych eval. The lead responded that they should just "redo it" to ensure the time period is consistent for the aggression data.