It takes more than heart and soul to change the world - you also need data. Learn how to measure what matters to drive impact, no matter how 'small' your nonprofit is. Dr. Alexandra Mannerings brings experts from every corner of the public good sector and beyond to have approachable, actionable conversations about how to take your next step with analytics, especially if you don't fancy yourself a 'data person'.
If we want to achieve the greatest good you can, we need to know if we're headed in the right direction, if what we're doing is working, and how we can amplify our progress. Combining the insights of data with the wisdom of people is the best way to maximize fundraising, evaluate our programs, make the most of our resources, and drive change. That's why Heart, Soul & Data is here to help you break down the barriers, cut through the confusion, translate the jargon, and guide you along the way to amplifying your nonprofit's impact with data. Listen in and let's explore the world of analytics for good together!
Your host, Alexandra Mannerings, is the founder of Merakinos, a data services and analytic education company devoted to nonprofits and social enterprises. A decade of measuring what matters in low-resource environments from Ghana to Atlanta has taught her how to ask impactful questions of data - even when it's just you in the wilderness. She earned her PhD in Veterinary Science (Epidemiology) from the University of Cambridge, UK, and BSc in Biology from Emory University. She has also run the Data Center at a state hospital association, rowed for the Light Blues, built trails across Colorado parks, and is currently raising two spirited toddlers.
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It takes more than heart and soul to change the world - you also need data. Learn how to measure what matters to drive impact, no matter how 'small' your nonprofit is. Dr. Alexandra Mannerings brings experts from every corner of the public good sector and beyond to have approachable, actionable conversations about how to take your next step with analytics, especially if you don't fancy yourself a 'data person'.
If we want to achieve the greatest good you can, we need to know if we're headed in the right direction, if what we're doing is working, and how we can amplify our progress. Combining the insights of data with the wisdom of people is the best way to maximize fundraising, evaluate our programs, make the most of our resources, and drive change. That's why Heart, Soul & Data is here to help you break down the barriers, cut through the confusion, translate the jargon, and guide you along the way to amplifying your nonprofit's impact with data. Listen in and let's explore the world of analytics for good together!
Your host, Alexandra Mannerings, is the founder of Merakinos, a data services and analytic education company devoted to nonprofits and social enterprises. A decade of measuring what matters in low-resource environments from Ghana to Atlanta has taught her how to ask impactful questions of data - even when it's just you in the wilderness. She earned her PhD in Veterinary Science (Epidemiology) from the University of Cambridge, UK, and BSc in Biology from Emory University. She has also run the Data Center at a state hospital association, rowed for the Light Blues, built trails across Colorado parks, and is currently raising two spirited toddlers.
70: Nonprofit Analytics & AI Pitfalls, with Dan Wagner
Heart, Soul & Data
45 minutes 43 seconds
1 year ago
70: Nonprofit Analytics & AI Pitfalls, with Dan Wagner
Dan Wagner, CEO and founder of Civis Analytics, discusses the importance of understanding the data journey for nonprofits. He emphasizes the risks of rushing into artificial intelligence without having the fundamentals in place. By highlighting the challenges of automation, Dan offers solutions for nonprofits without dedicated data teams, including collaboration and resource pooling. In this episode we discuss various aspects of data science, including challenges, ethical considerations, and the role of data science in society.
Key Takeaways
Nonprofits should avoid rushing into artificial intelligence without having the fundamentals in place.
A use case focus is crucial for successful data journeys, where nonprofits identify specific problems related to revenue or cost and work backward to find the necessary data infrastructure and analytics.
Collaboration and resource pooling can be beneficial for nonprofits without dedicated data teams. Data science faces challenges such as data quality, bias, and interpretability.
The future of data science lies in advancements in technology, interdisciplinary collaboration, and ethical frameworks.
The future of data science lies in advancements in technology, interdisciplinary collaboration, and ethical frameworks.
Chapters
00:00 Introduction
01:24 The Data Journey06:10 The Risks of Rushing to AI11:25 Use Case Focus19:14 Moving into Automation30:59 Challenges for Nonprofits without Data Teams36:44 Collaboration and Pooling Resources10:00 Challenges in Data Science20:00 Ethical Considerations in Data Science30:00 The Role of Data Science in Society40:00 The Future of Data Science
Guest Bio
Dan Wagner is the CEO and founder of Civis Analytics, a leading data science firm that empowers organizations to use data to solve their most critical problems. With a rich background in data science and analytics, Dan has been instrumental in transforming how businesses and nonprofits leverage data for decision-making and strategy. He is a recognized thought leader in the field, frequently sharing insights on the ethical implications of data science, the future of artificial intelligence, and the importance of robust data infrastructure. His passion for using data to drive social impact continues to shape his work and influence the broader analytics community.
Heart, Soul & Data
It takes more than heart and soul to change the world - you also need data. Learn how to measure what matters to drive impact, no matter how 'small' your nonprofit is. Dr. Alexandra Mannerings brings experts from every corner of the public good sector and beyond to have approachable, actionable conversations about how to take your next step with analytics, especially if you don't fancy yourself a 'data person'.
If we want to achieve the greatest good you can, we need to know if we're headed in the right direction, if what we're doing is working, and how we can amplify our progress. Combining the insights of data with the wisdom of people is the best way to maximize fundraising, evaluate our programs, make the most of our resources, and drive change. That's why Heart, Soul & Data is here to help you break down the barriers, cut through the confusion, translate the jargon, and guide you along the way to amplifying your nonprofit's impact with data. Listen in and let's explore the world of analytics for good together!
Your host, Alexandra Mannerings, is the founder of Merakinos, a data services and analytic education company devoted to nonprofits and social enterprises. A decade of measuring what matters in low-resource environments from Ghana to Atlanta has taught her how to ask impactful questions of data - even when it's just you in the wilderness. She earned her PhD in Veterinary Science (Epidemiology) from the University of Cambridge, UK, and BSc in Biology from Emory University. She has also run the Data Center at a state hospital association, rowed for the Light Blues, built trails across Colorado parks, and is currently raising two spirited toddlers.
