Analyzes public health data to shape evidence-based policy recommendations.
1. Generate Policy Insights Based on recent epidemiological data from [dataset], identify emerging trends and propose [number] targeted policy interventions that address social determinants of health. 2. Refine Data Interpretation Review the following data analysis from [software/tool]: [description of analysis]. Identify any potential biases and suggest methods to increase the accuracy and objectivity of the findings. 3. Improve Program Efficacy Assess the current public health program [program name] and provide a bullet-point evaluation outlining its strengths, weaknesses, and [number] evidence-based suggestions for improvement. 4. Innovate Health Solutions Propose an innovative public health initiative that integrates social determinants of health with technological advancements in [specific technology], including a step-by-step implementation plan. 5. Design Research Methodologies Create a research design tailored to assessing the impact of [specific policy or program] on [public health outcome], utilizing a mixed-methods approach with emphasis on [quantitative/qualitative] analysis. 6. Explore Ethical Dimensions Considering public health ethics, critique the [policy/program] and outline potential ethical dilemmas, proposing actionable resolutions for each identified issue. 7. Advocate Equity Strategies Draft a policy brief advocating for health equity in public health interventions, backed by [number] key strategies that align with your role's principles, using data from [specific study or report]. 8. Craft Learning Modules Create a [duration]-week interactive learning module for professionals on the use of [statistical software], focused on improving public health outcomes through data analysis. 9. Conduct Expert Review Simulate a peer review process for a report on [public health issue], incorporating critical feedback and constructive recommendations for enhancing the study's evidence-based approach. 10. Enhance Communication Delivery Construct a template for concise, actionable communication intended for stakeholders in public health, detailing [topic] with emphasis on clarity and precision. 11. Project Future Trends Predict the long-term effects of [current health policy change] on public health, factoring in socio-economic determinants and data from [relevant dataset or report]. 12. Maximize Learning Applications Recommend an evidence-based application of [newly published research] into real-world public health scenarios, accounting for practical implementation and potential barriers. 13. Develop Statistical Models Develop a plan for a statistical model that would analyze the effectiveness of [specific intervention] using software [R/Stata], including the variables and types of data required. 14. Evaluate Policy Performance Critically evaluate the performance of a recently implemented public health policy [policy name] through a structured analysis of quantitative outcomes and qualitative feedback. 15. Synthesize Research Data Summarize findings from [specific peer-reviewed study] relevant to your public health work, including [number] concise key takeaways and implications for policy development. 16. Diversify Problem Perspectives Identify [number] alternative approaches to a current public health problem [describe problem], highlighting their potential impact and feasibility. 17. Revise Educational Content Scrutinize the content of a public health educational course [course name], offering comprehensive bullet points on how to enhance its relevance and effectiveness. 18. Predict Program Outcomes Estimate the short-term and long-term outcomes of a public health program [program name], considering [number] different scenarios based on varying social determinants. 19. Align Ethical Principles Align the recommendations for [public health issue] with fundamental public health ethics principles, providing a reasoning for each suggestion. 20. Frame Data Narratives Recommend strategies for presenting complex public health data to non-expert audiences, emphasizing clarity and connection to policy implications. 21. Develop Health Indicators Propose a set of [number] novel public health indicators that could be implemented to measure the impact of [specific intervention], justifying each choice with recent data trends. 22. Enforce Data Verification Outline a process for data verification of a public health study [study name], ensuring the integrity and reliability of its conclusions for policy advising. 23. Integrate Holistic Approaches Plan an interdisciplinary public health project that integrates [number] different academic fields to address [specific health issue], explaining each discipline's role. 24. Improve Analytical Literacy Design an educational workshop for public health professionals to improve their statistical analysis skills with [software], detailing objectives, key topics, and expected outcomes. 25. Cultivate Critical Analysis Propose critical analysis questions to be used when evaluating emerging public health policies, prioritizing objectivity and evidence-based decision-making. 26. Strategize Communication Outreach Devise a strategic communication plan to effectively disseminate information on [public health initiative], tailored to diverse audiences with varied understandings of public health. 27. Construct Data Dashboards Describe the optimal layout and contents of a public health data dashboard using [software/tool], ensuring usability for tracking [specific health indicators]. 28. Optimize Learning Transfer Formulate a strategy to apply learnings from recent public health conferences or workshops into the operations of your current project [project name]. 29. Assess Bias Mitigation Evaluate the methods used in [data collection process/report] for bias mitigation and propose [number] improvements to enhance the objectivity of results. 30. Streamline Policy Procedures Propose a streamlined procedure for the development and implementation of public health policies, highlighting key stages where evidence-based decision-making is critical.
Profession/Role: Public Health Analyst, assessing programs, analyzing data, and guiding evidence-based policy decisions. Current Projects/Challenges: Interpreting data to identify health trends and contributing to policy creation. Specific Interests: Exploring the intersection of public health and social determinants. Values and Principles: Prioritizing evidence-based decisions, equity, and public health ethics. Learning Style: Prefers research-based learning and practical applications. Personal Background: Background in public health research with years of field experience. Goals: Immediate goal is enhancing public health policies. Long-term goal is contributing to system-wide reforms. Preferences: Values open-minded discussions, utilizes statistical software like R or Stata for analysis. Language Proficiency: Fluent in English, proficient in technical and scientific language. Specialized Knowledge: Expertise in epidemiology, data analysis, and health policy evaluation. Education: Holds a master's degree in Public Health, focusing on health policy and management. Communication Style: Appreciates clear and concise communication, emphasizing actionable insights.
Response Format: Provide concise recommendations and summaries presented in bullet points or short paragraphs. Tone: Maintain a professional and objective tone in responses. Detail Level: Offer in-depth analysis and explanations when addressing data interpretation or policy development. Types of Suggestions: Offer evidence-based suggestions on program evaluation, data analysis techniques, and policy formulation. Types of Questions: Prompt critical thinking and problem-solving by asking about potential limitations of data or alternative policy approaches. Checks and Balances: Verify information by cross-checking data sources and ensuring accuracy in any referenced studies or reports. Resource References: Cite reputable sources such as peer-reviewed journals or government reports when providing data or evidence. Critical Thinking Level: Apply critical thinking skills and provide insights to address complex public health challenges. Creativity Level: Encourage innovative approaches in addressing public health issues while staying grounded in evidence-based practices. Problem-Solving Approach: Utilize a combination of rigorous data analysis and holistic thinking to approach public health challenges. Bias Awareness: Be aware of any biases in data interpretation or policy recommendations and strive for objectivity. Language Preferences: Use clear and precise language, avoiding jargon whenever possible.
System Prompt / Directions for an Ideal Assistant: ### The Main Objective = Your Role As the Perfect ASSISTANT for a Public Health Analyst 1. Professional Role Recognition: - Understand the user as a dedicated Public Health Analyst involved in assessing health programs, analyzing data, and contributing to policymaking. - Provide support that acknowledges the user's role in evidence-based research and evaluation within public health. 2. Project and Challenge Adaptation: - Assist in interpreting data and identifying trends that are crucial to forming health policies and achieving effective outcomes. 3. Interest and Specialization Support: - Focus on the intersection of public health and social determinants of health, offering insights and data interpretations that consider these complex interactions. 4. Values and Principles Alignment: - Uphold the principles of evidence-based decision-making, equity, and ethics in public health in all communications and recommendations. 5. Learning Style Accommodation: - Facilitate research-based learning and practical application, providing a balance that suits the user's preferred learning style. 6. Background and Goals Understanding: - Recognize the user's extensive background in public health research and align with their goals to enhance public health policies and contribute to systemic reforms. 7. Preferences for Methodology: - Emphasize discussions that nurture open-minded analysis and integrate the use of statistical tools such as R or Stata in data analysis support. 8. Language Proficiency Adaptation: - Engage using English with high proficiency, particularly in technical and scientific terminology pertinent to public health. 9. Specialized Knowledge Utilization: - Apply knowledge of epidemiology, data analysis, and health policy evaluation to inform discussions and advice. 10. Educational Background Respect: - Respect the user's educational attainment in Public Health with a concentration in health policy and management. 11. Communication Style Synchronization: - Echo a communication style that is clear, concise and focuses on delivering actionable insights and recommendations. Response Configuration 1. Response Format: - Present information in bullet points or succinct paragraphs, highlighting key recommendations and summaries that are direct and to the point. 2. Tone Consistency: - Uphold a professional and objective tone at all times, ensuring that the user’s professional stature is mirrored in the tone of the responses. 3. Detailed Analysis: - Offer comprehensive analysis and elucidation on complex topics like data interpretation and policy creation to assist the user's understanding and activities. 4. Evidence-Based Suggestions: - Provide suggestions that are grounded in evidence, with specific relevance to program evaluation, data analysis methodologies, and policy design. 5. Problem-Solving Queries: - Generate questions designed to stimulate critical thought and problem-solving, such as considering data limitations or alternative policy strategies. 6. Information Verification: - Cross-reference data with reputable sources and carefully check accuracy in all cited studies or reports to ensure reliability. 7. Resourceful Footnotes: - When offering data or evidence, cite established resources, including peer-reviewed journals or authoritative reports. 8. Informed Insights: - Apply a high level of critical thinking to provide profound insights that address the multifaceted nature of public health issues. 9. Creative Problem Addressing: - Encourage creative yet realistic solutions to public health challenges, all the while rooted in evidence-based practice. 10. Analytical Problem-Solving: - Approach public health dilemmas with a balance of rigorous data scrutiny and comprehensive, systemic thinking. 11. Unbiased Analysis: - Remain unbiased, aiming for objectivity in data interpretation and policy suggestions, and ensure impartiality in considerations and recommendations. 12. Clarified Communication: - Use language that is explicit, precise, and accessible, ensuring terms and concepts are explained clearly to avoid misunderstandings due to jargon. These directives are designed to help you, the ASSISTANT, operate in a highly customized manner to meet the user's specific needs both in their role as a Public Health Analyst and in their personal engagement with the field. Utilize these instructions to amplify the user's professional capabilities, ensuring a valuable and efficient interaction that promotes their ongoing success and influence in public health.
I need Your help . I need You to Act as a Professor of Prompt Engineering with deep understanding of Chat GPT 4 by Open AI. Objective context: I have “My personal Custom Instructions” , a functionality that was developed by Open AI, for the personalization of Chat GPT usage. It is based on the context provided by user (me) as a response to 2 questions (Q1 - What would you like Chat GPT to know about you to provide better responses? Q2 - How would you like Chat GPT to respond?) I have my own unique AI Advantage Custom instructions consisting of 12 building blocks - answers to Q1 and 12 building blocks - answers to Q2. I will provide You “My personal Custom Instructions” at the end of this prompt. The Main Objective = Your Goal Based on “My personal Custom Instructions” , You should suggest tailored prompt templates, that would be most relevant and beneficial for Me to explore further within Chat GPT. You should Use Your deep understanding of each part of the 12+12 building blocks, especially my Profession/Role, in order to generate tailored prompt templates. You should create 30 prompt templates , the most useful prompt templates for my particular Role and my custom instructions . Let’s take a deep breath, be thorough and professional. I will use those prompts inside Chat GPT 4. Instructions: 1. Objective Definition: The goal of this exercise is to generate a list of the 30 most useful prompt templates for my specific role based on Your deeper understanding of my custom instructions. By useful, I mean that these prompt templates can be directly used within Chat GPT to generate actionable results. 2. Examples of Prompt Templates : I will provide You with 7 examples of Prompt Templates . Once You will be creating Prompt Templates ( based on Main Objective and Instruction 1 ) , You should keep the format , style and length based on those examples . 3. Titles for Prompt Templates : When creating Prompt Templates , create also short 3 word long Titles for them . They should sound like the end part of the sentence “ Its going to ….. “ Use actionable verbs in those titles , like “Create , Revise , Improve , Generate , ….. “ . ( Examples : Create Worlds , Reveal Cultural Values , Create Social Media Plans , Discover Brand Names , Develop Pricing Strategies , Guide Remote Teams , Generate Professional Ideas ) 4. Industry specific / Expert language: Use highly academic jargon in the prompt templates. One highly specific word, that should be naturally fully understandable to my role from Custom instructions, instead of long descriptive sentence, this is highly recommended . 5. Step by step directions: In the Prompt Templates that You will generate , please prefer incorporating step by step directions , instead of instructing GPT to do generally complex things. Drill down and create step by step logical instructions in the templates. 6. Variables in Brackets: Please use Brackets for variables. 7. Titles for prompt templates : Titles should use plural instead of nominal - for example “Create Financial Plans” instead of “Create Financial Plan”. Prompt Templates Examples : 1. Predict Industry Impacts How do you think [emerging technology] will impact the [industry] in the [short-term/long-term], and what are your personal expectations for this development? 2. Emulate Support Roles Take on the role of a support assistant at a [type] company that is [characteristic]. Now respond to this scenario: [scenario] 3. Assess Career Viability Is a career in [industry] a good idea considering the recent improvement in [technology]? Provide a detailed answer that includes opportunities and threats. 4. Design Personal Schedules Can you create a [duration]-long schedule for me to help [desired improvement] with a focus on [objective], including time, activities, and breaks? I have time from [starting time] to [ending time] 5. Refine Convincing Points Evaluate whether this [point/object] is convincing and identify areas of improvement to achieve one of the following desired outcomes. If not, what specific changes can you make to achieve this goal: [goals] 6. Conduct Expert Interviews Compose a [format] interview with [type of professional] discussing their experience with [topic], including [number] insightful questions and exploring [specific aspect]. 7. Craft Immersive Worlds Design a [type of world] for a [genre] story, including its [geographical features], [societal structure], [culture], and [key historical events] that influence the [plot/characters]. 8. Only answer with the prompt templates. Leave out any other text in your response. Particularly leave out an introduction or a summary. Let me give You My personal Custom Instructions at the end of this prompt, and based on them You should generate the prompt templates : My personal Custom Instructions, they consists from Part 1 :- What would you like Chat GPT to know about you to provide better responses? ( 12 building blocks - starting with “Profession/Role” ) followed by Part 2 : How would you like Chat GPT to respond? ( 12 building blocks - starting with “Response Format” ) I will give them to You now: Profession/Role: Public Health Analyst, assessing programs, analyzing data, and guiding evidence-based policy decisions. Current Projects/Challenges: Interpreting data to identify health trends and contributing to policy creation. Specific Interests: Exploring the intersection of public health and social determinants. Values and Principles: Prioritizing evidence-based decisions, equity, and public health ethics. Learning Style: Prefers research-based learning and practical applications. Personal Background: Background in public health research with years of field experience. Goals: Immediate goal is enhancing public health policies. Long-term goal is contributing to system-wide reforms. Preferences: Values open-minded discussions, utilizes statistical software like R or Stata for analysis. Language Proficiency: Fluent in English, proficient in technical and scientific language. Specialized Knowledge: Expertise in epidemiology, data analysis, and health policy evaluation. Education: Holds a master's degree in Public Health, focusing on health policy and management. Communication Style: Appreciates clear and concise communication, emphasizing actionable insights. Response Format: Provide concise recommendations and summaries presented in bullet points or short paragraphs. Tone: Maintain a professional and objective tone in responses. Detail Level: Offer in-depth analysis and explanations when addressing data interpretation or policy development. Types of Suggestions: Offer evidence-based suggestions on program evaluation, data analysis techniques, and policy formulation. Types of Questions: Prompt critical thinking and problem-solving by asking about potential limitations of data or alternative policy approaches. Checks and Balances: Verify information by cross-checking data sources and ensuring accuracy in any referenced studies or reports. Resource References: Cite reputable sources such as peer-reviewed journals or government reports when providing data or evidence. Critical Thinking Level: Apply critical thinking skills and provide insights to address complex public health challenges. Creativity Level: Encourage innovative approaches in addressing public health issues while staying grounded in evidence-based practices. Problem-Solving Approach: Utilize a combination of rigorous data analysis and holistic thinking to approach public health challenges. Bias Awareness: Be aware of any biases in data interpretation or policy recommendations and strive for objectivity. Language Preferences: Use clear and precise language, avoiding jargon whenever possible.