Business & Hiring
Course · 22 lessons · 3h 4m
Data-Driven HR, Team Fit, and Performance Metrics
Use HR data and team assessments without reducing people to dashboards.
By the end, you'll be able to
- Engineering High-Performing Teams
- Workforce Optimization That Works
- The Power of Cognitive Assessments in Smarter Hiring
- Making Data-Driven Decisions That Actually Improve Performance
Curriculum
22 lessons- 01Engineering High-Performing TeamsDiscover the science and strategies behind building teams that consistently outperform. Claire Monroe and Edwin Carrington unpack the architecture of high-performing teams—from intentional hiring and psychological safety to leveraging data for lasting alignment. Actionable, research-backed advice for leaders who want to engineer team excellence, not leave it to chance.
- 02Workforce Optimization That WorksWorkforce optimization isn’t just about hiring more people—it’s about strategically aligning employees, technology, and business goals for true organizational growth. In this episode, Claire and Edwin dive into the science and tools that turn teams from busy to brilliant, exploring how behavioral data, smart strategy, and continuous measurement transform the workplace.
- 03The Power of Cognitive Assessments in Smarter HiringClaire and Edwin dive into how cognitive assessments transform the hiring process—from uncovering thinking skills that resumes miss, to building high-performing teams and reducing costly mis-hires. They break down the science, practical applications, and real-world impact of these tests in today’s workforce.
- 04Making Data-Driven Decisions That Actually Improve PerformanceMost organizations claim to be data-driven, but few actually turn analysis into impact. In this episode, Edwin and Claire break down how high-performing leaders use analytics—plus real human judgment—to drive results, build trust, and transform business outcomes through smarter decision-making.
- 05What Makes Data-Driven Leadership WorkDive into the fundamentals of data-driven leadership with Claire and Edwin. This episode explores how real-time people data is transforming smarter hiring, team dynamics, and organizational growth. Discover the latest research and true stories from the experts at OAD.
- 06The Best Ways to Predict Job SuccessWhich hiring methods actually work? Claire and Edwin break down the latest data on hiring strategies—comparing resumes, interviews, assessments, and AI tools. Discover what really predicts high performance, reduces bias, and helps you build stronger teams.8 min
- 07How Data-Driven Hiring is Transforming Talent DecisionsExplore how organizations are moving from intuition-led hiring to data-driven recruitment, unlocking measurable improvements in quality, speed, and fairness. This episode unpacks practical strategies, real-world examples, and the science behind smarter people decisions.8 min
- 08Getting Real About Data-Driven HRThis episode explores the why and how of using data to make better HR decisions, from improving hiring and engagement to building a more equitable and productive workplace. Claire and Edwin tackle common mistakes, practical examples, and strategies for overcoming resistance and making data truly actionable.8 min
- 09From Gut Feeling to Great Teams: The Real Power of Data-Driven HRDiscover how organizations are using data-driven HR strategies to revolutionize hiring, performance, and employee experience. Claire Monroe and Edwin Carrington dive deep into the pillars of analytical HR, real-world transformations, and the keys to future-proofing your team—no hype, just practical wisdom.8 min
- 10How Data-Driven HR Changes EverythingData-driven strategies are revolutionizing HR, but the journey comes with obstacles. Claire and Edwin explore the power, pitfalls, and real-world value of using data in hiring, engagement, and workforce planning. Practical insights, case studies, and actionable steps for smarter people decisions.8 min
- 11Mastering Performance Tracking for Smarter TeamsDiscover how regular performance tracking transforms subjective reviews into objective insights that empower managers and employees. Learn to choose meaningful metrics, set clear goals, and implement simple yet effective tracking systems that drive real team growth.8 min
- 12Mastering Data Based DecisionsDive into what it truly means to adopt a data based approach in hiring and leadership, avoiding pitfalls of gut-driven choices. Claire and Edwin share actionable steps and real stories that show how disciplined data use transforms workplace outcomes and builds a culture where insights drive success.8 min
- 13Rethink Data to Drive Smarter DecisionsDive into what it truly means to be data-driven by starting with clear decisions and gathering the right insights. Discover how quality, consistency, and actionable metrics transform team performance and business outcomes in this episode with Claire and Edwin.7 min
- 14Mastering The Metrics Of Team SuccessDive into what makes teams truly effective beyond just results by exploring sustainable outcomes and key performance elements. Learn how to select the right metrics and measurement rhythms to uncover hidden challenges and drive real improvement. Claire and Edwin share practical stories and insights to help you create stronger, healthier teams.10 min
- 15Performance Tracking: How to Track Employee Performance and Improve Team OutcomesThis episode of The Science of Leading breaks down how to build a practical, trust-based performance tracking system in organizations with 50+ employees. Co-hosts Claire Monroe and Edwin Carrington walk through what to measure (and what to ignore), how to set clear goals and KPIs, and how to design simple rhythms for check-ins and feedback that actually improve results. You’ll learn how to balance output, quality, timeliness, and reliability metrics; connect individual goals to business objectives; avoid surveillance-style tracking; and turn performance data into better hiring, promotion, and development decisions. Ideal for HR leaders and hiring managers who want a usable, modern approach to tracking performance without killing trust or drowning in dashboards.15 min
- 16Team Dynamics Assessments: A Practical Playbook for Better Team PerformanceThis episode of The Science of Leading walks HR leaders, founders, and managers through a practical, step‑by‑step playbook for running a team dynamics assessment that actually improves performance. Claire and Edwin unpack what a team dynamics assessment really measures (beyond “good vibes”), why team environment is a leading indicator of results, and how research from Google’s Project Aristotle and Amy Edmondson on psychological safety connects to everyday execution. You’ll learn how to define clear business goals for your assessment, choose or design the right questionnaire, and protect anonymity so people tell the truth. The conversation then turns to turning raw survey data into decisions: identifying strengths, constraints, and risks; leader–team perception gaps; and high‑variance items that signal inconsistent norms. Finally, Claire and Edwin translate insights into action with a simple prioritization filter, concrete behavior‑based interventions (from decision rights and role clarity to conflict hygiene and accountability routines), and an implementation cadence of reviews and pulse checks that keeps teams improving over time.14 min
- 17From Gut Feel to Data: Using Teamwork Self‑Assessments to Build Stronger TeamsIn this episode of The Science of Leading, Claire and Edwin unpack how team managers can use a simple, well-designed teamwork self‑assessment questionnaire to see what’s really happening inside their teams—and then actually do something about it. They explore what great teamwork questionnaires measure (communication, listening, collaboration, flexibility, decision making, leadership, and problem solving), how to design and run them without creating a culture of blame, and why clarity around anonymity and data use is non‑negotiable for honest responses. Then they walk through how to interpret the results and turn them into behavior change: reading patterns in subscale scores, linking them to real performance issues like missed handoffs or stalled decisions, and translating the findings into 2–3 focused team experiments over a 4–6 week period rather than overwhelming people with initiatives. Throughout the conversation, Claire brings the questions and concerns of frontline managers—How do I introduce this without spooking people? What if scores are bad?—while Edwin connects the dots to research on team effectiveness, psychological safety, and leadership behavior. Together, they show how moving from gut feel to structured data can help managers coach more fairly, improve collaboration, and keep teams moving in the same direction without turning assessment into bureaucracy.11 min
- 18Build a Scalable Job Fit Engine: From Gut Feel to Predictive HiringIn this episode of The Science of Leading, Claire Monroe and Edwin Carrington break down how to turn job fit from a fuzzy, gut-driven concept into a scalable, data-backed hiring engine. They explore why job fit—defined as the match between a person and the real demands of the role, the work environment, and the team context—is the hidden driver behind quality of hire, time-to-productivity, and long-term retention. Drawing on research and front-line experience, they unpack how structured methods like performance-based job descriptions, cognitive ability tests, skills assessments, and validated personality tools such as the OAD Survey can dramatically improve predictive power compared to unstructured interviews and intuition alone. Across three segments, Claire and Edwin walk HR leaders and talent partners through a practical blueprint for building a repeatable job fit system: defining success outcomes for each role, selecting and sequencing assessments into a candidate-friendly flow, scoring and comparing candidates with standardized rubrics, and validating that your process actually predicts performance over time. They then extend the conversation beyond Day One, showing how 30/60/90-day check-ins, stay interviews, and ongoing manager feedback can feed back into your hiring model. Whether you’re an HR leader under pressure to do more with less, a TA lead trying to standardize hiring across multiple locations, or a founder tired of expensive mis-hires, this episode gives you a concrete playbook for scaling a science-based job fit system. Stay tuned to the end for a clear invitation to test OAD for free at OAD.ai and see how a structured, psychometrically validated fit model can plug directly into your next critical hire.14 min
- 19From Gut Feel to Real Data: A Practical Playbook for High-Performing TeamsIn this episode of The Science of Leading, Claire and Edwin walk through a practical, research-backed journey for boosting team performance that starts with better measurement—not louder pep talks. They unpack what “team performance” really means beyond vibes, why many organizations don’t have a performance problem so much as a measurement problem, and how leaders can move from individual heroics to healthy, dependable teams. Drawing on research from Google, McKinsey, Deloitte, Gallup, and OAD’s own work with growing companies, they break the conversation into three stages: diagnose, focus, and experiment. You’ll learn how to run a lightweight team health diagnostic, choose a small set of metrics that actually predict delivery, and separate team effectiveness, dynamics, and health. Claire and Edwin discuss what distinguishes high-performing teams (hint: it’s not just “top talent”), the human capabilities that matter most in 2026, and how tools like OAD’s behavioral assessments can de-risk hiring and team design. Finally, they show you how to turn insights into action with short, 2–4 week experiments: picking one performance driver at a time, defining clear behavior changes, and using simple governance and rituals so improvements stick. Along the way, they weave in soft examples of how HR leaders, founders, and managers can use OAD to match people to roles, spot emerging burnout and disengagement risks, and scale a culture of high-performing teams without burning people out. If you want a concrete playbook for going from gut feel to structured, scalable team performance, this episode is for you.16 min
- 20Beyond Personality Tests: Using the OAD Survey to Fix Hiring and Team FitMost leaders have tried a personality test at some point. But when it comes to real decisions—who to hire, how to coach, why a team keeps clashing—those colorful types and labels don’t give you enough to actually change anything.In this episode of The Science of Leading, Claire Monroe and Edwin Carrington unpack the OAD Survey: an adjective-based, workplace-focused assessment that separates who someone is from how they feel they must behave at work. Instead of one static profile, OAD gives you two matched lenses—baseline traits and perceived job behaviors—so you can see where a role is creating healthy stretch, unsustainable pressure, or outright conflict.Claire and Edwin explore how leaders and HR teams can use this data to sharpen hiring decisions, design better roles, and run more honest leadership and team conversations. They walk through practical workflows for selection, coaching, and team diagnostics, and show how aggregated OAD patterns can reveal deeper organizational issues like role overload, unclear decision rights, or misaligned incentives.If you’re ready to move beyond gut feel and generic personality labels, this episode will show you how to turn structured behavioral signal into everyday decisions. And if you want to try it on your own roles and teams, you can test OAD for free at OAD.ai.14 min
- 21When 'Strong Culture' Hides Weak Teams: A Practical System to Really Measure TeamworkThis episode of The Science of Leading tackles a blind spot many HR leaders and executives share: we celebrate "strong culture" and "great teams," but rarely measure whether teamwork is actually driving results. Claire and Edwin unpack a practical, behavior-based framework for evaluating teamwork that goes beyond vibes, personality labels, or annual performance rituals. They explore why high engagement scores and positive team sentiment can still coexist with missed deadlines, rework, and stakeholder frustration—and how to fix that with clear outcome and process metrics. You’ll learn how to connect teamwork evaluation to real business goals, define observable teamwork behaviors, and build simple KPIs for communication, collaboration, problem solving, and time management. Drawing on organizational psychology research and real-world examples, they walk through specific criteria, data collection methods (from surveys to stakeholder feedback and objective KPIs), and a step-by-step method to turn evaluation into coaching, redesign, and better decisions. Along the way, they show where tools like OAD can reduce bias in performance reviews by separating personality tendencies from actual teamwork behaviors. If you’re an HR leader, people manager, or founder who’s tired of culture theater and wants a repeatable system for building high-performing teams, this episode gives you a concrete, science-based playbook you can start using immediately.13 min
- 22From Dashboard Dreams to Daily Habits: A 90-Day Plan to Measure Teamwork Without Killing TrustIn this episode of The Science of Leading, Claire and Edwin move from theory to execution with a clear 90-day roadmap for measuring teamwork without turning your culture into a surveillance state. Building on the foundations of what to measure and why, they walk through a practical rollout plan that busy HR leaders and line managers can actually implement. Across three chapters, they cover how to define "team success" in your context, pick a small set of meaningful metrics, and stand up a simple dashboard that leaders and teams will actually use. They then dig into the operating rhythm that makes metrics matter—weekly check-ins, pulse surveys, one-on-ones, and retrospectives that focus on decisions and experiments instead of blame. Finally, they show you how to tune and simplify your system by week 12 so it becomes a boring, reliable part of how you run the business, not another short-lived initiative. If you're tired of dashboard theater and want a measurement system that improves delivery, quality, and team health at the same time, this episode gives you a realistic, science-backed path to get there in 90 days.14 min
Your instructor
The Science of Leading
Powered by the experts at OAD, The Science of Leading is your behind-the-scenes guide to smarter hiring, stronger teams, and workplace strategies that actually work. Whether you’re a busy HR leader, a founder scaling fast, or a manager navigating team dynamics, this podcast helps you cut through the noise with real, research-backed insights.
Join co-hosts Claire Monroe (curious sidekick) and Edwin Carrington (calm expert) as they break down the psychology, data, and practical tools behind great people decisions—from hiring bottlenecks and behavioral fit to retention, leadership, and beyond.
No fluff. No theory for theory’s sake. Just actionable wisdom from the front lines of organizational growth.
New episodes drop regularly.
And if you're ready to see it in action, visit OAD.ai to book a free demo.
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22 lessons · 3h 4m. Free, no signup.
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