T-Tests and Tummy Aches: How to Read a Research Study Like a Pro

There are two kinds of clinicians—the ones who follow algorithms, and the ones who understand the “why.”Be the second on Patreon:👉 https://www.patreon.com/PearlsandPrepAre you a psychiatric mental health nurse practitioner (PMHNP) student struggling to make sense of p-values, odds ratios, or confidence intervals? Do you wish someone would just explain evidence-based practice in mental health using fun, real-world examples?In this episode, we walk you through how to interpret clinical research — using an unforgettable jelly bean case study where we tracked tummy aches, pain scores, and stats that matter for real-life mental health decisions.Perfect for PMHNP board prep, this episode gives you a solid foundation in:🔬 Descriptive vs. inferential statistics — what we see vs. what we can say about the world🎲 P-values — what they actually mean in psychiatric research (not just <0.05!)🎯 Effect size — how big or clinically meaningful the results are💊 Odds ratios (OR) and relative risk (RR) — vital for evaluating psychiatric medication studies📏 Confidence intervals (CI) — how sure we are that the effect is real, especially in antidepressant trials or therapy outcomes💢 Standard deviation and variance — understanding symptom spread in anxiety, depression, or pain scoresWhether you're interpreting a study on SSRIs in adolescent depression, evaluating the efficacy of CBT for panic disorder, or just trying to understand whether the latest journal article is worth trusting — this episode simplifies the numbers so you can focus on clinical decision-making in mental health.You’ll also learn how to:Spot a statistical red flag in published studiesUse effect size to guide ethical psychiatric prescribingRead research abstracts with confidenceApply concepts like risk vs. benefit when discussing psych meds with patients🧠 Designed for:Psychiatric nurse practitioner studentsMental health clinicians preparing for boardsPsych NPs brushing up on research literacyTherapists and counselors in evidence-based practice settingsAnyone trying to make sense of stats in psychiatry and psychology11 T-Tests and Tummy Aches: How to Read a Research Study Like a Pro Pearls and Prep [email protected] https://patreon.com/PearlsandPrep?utm_medium=unknown&utm_source=join_link&utm_campaign=creatorshare_creator&utm_content=copyLink This podcast uses the following third-party services for analysis: Podcorn - https://podcorn.com/privacy