AI Application for Media Accountability in Drug User Representation

The J Healthcare Initiative is a non-profit organization that does projects to tackle the overdose crisis. In this project we address the pervasive issue of hate rhetoric, stigmatizing language, and misinformation in media coverage related to drug users and harm reduction through machine learning/AI. This project seeks to create a comprehensive analysis of current media practices and develop guidelines for responsible reporting. The goal is to ensure that media outlets are held accountable for their portrayal of drug users, promoting a more accurate and compassionate narrative. By doing so, the project will contribute to reducing stigma and fostering a more informed public discourse. Objective: Develop a basic tool to analyze sentiment and language use in media articles about drug use and harm reduction. Suggested timeline Python Script for Media Analysis (25 hours) Develop a script that: Scrapes articles from 2-3 selected news websites Performs basic sentiment analysis Identifies key terms related to drug use and harm reduction Flags potentially stigmatizing language Small Dataset of Analyzed Articles (10 hours) Collect and analyze 50-100 recent articles Store results in a structured format (e.g., CSV or JSON) Summary Report (15 hours) Brief overview of the project and methodology Key findings from the analysis 2-3 data visualizations (e.g., sentiment distribution, word clouds) Short list of common stigmatizing terms found Basic Web Interface (10 hours) Simple Flask or Streamlit app that: Allows users to input an article URL or text Runs the analysis script on the input Displays basic results (sentiment score, flagged terms) Key objectives include: - Analyzing existing media content for instances of hate rhetoric and misinformation. - Identifying patterns and common issues in media representation of drug users. - Developing a set of guidelines for responsible and accurate reporting. - Proposing strategies for media accountability and public awareness.

The J Healthcare Initiative Marketing and Branding Project

The main goal for the project is to promote visibility of the J Healthcare Initiative organization in social media and search engines, create a marketing strategy, and establish a strong brand voice for the organization. This will involve several different steps for the students, including: - Researching the current online presence of the J Healthcare Initiative. - Developing a social media marketing plan to increase visibility and engagement. - Creating a search engine optimization (SEO) strategy to improve the organization's online visibility. - Crafting a marketing strategy that aligns with the organization's mission and goals. - Establishing a brand voice and guidelines for consistent messaging across all platforms.

Media Relations Kit for The J Healthcare Initiative

The J Healthcare Initiative is seeking to expand its reach and promote its cause to various media outlets across Canada and the United States. The goal of this project is to create a comprehensive media relations kit that will effectively communicate the organization's mission, values, and key messages to journalists, bloggers, and other media professionals. This kit will serve as a vital tool in establishing and maintaining relationships with media outlets, ultimately increasing public awareness and support for The J Healthcare Initiative's mission and impacts The project will involve researching best practices in media relations, crafting compelling content, and designing visually appealing materials. Key tasks include: - Researching media relations best practices and successful case studies. - Developing a clear and concise organizational overview. - Crafting press releases, media advisories, and fact sheets. - Designing a visually appealing media kit layout. - Compiling a list of targeted media contacts in Canada and the United States.

Healthcare Grant Proposal Development

The J Healthcare Initiative is seeking to enhance its funding capabilities by developing a comprehensive grant proposal strategy. The project aims to equip learners with the skills necessary to identify suitable governmental funding opportunities and craft compelling grant applications. The focus will be on understanding the intricacies of grant writing, including aligning organizational goals with funding criteria, and effectively communicating the value of healthcare initiatives. Learners will research various governmental organizations, analyze their funding priorities, and develop a tailored grant proposal. This project provides an opportunity for students to apply their knowledge of healthcare management, policy, and communication in a real-world context. The ultimate goal is to create a structured approach to securing funding that can be replicated for future grant applications. - Research and identify relevant governmental funding opportunities. - Analyze funding criteria and align them with The J Healthcare Initiative's objectives. - Develop a comprehensive grant proposal template. - Craft a detailed grant application for a specific funding opportunity.