#sporedataresearch search results

Our guide “Pre-Trial Testing of Case Report Forms in EDC Systems” offers a step-by-step framework for validating CRFs, ensuring data integrity & trial readiness. 🔗 From logic checks to UAT — every detail counts: doi.org/10.31219/osf.i… #SporeDataResearch #EDC #DataQuality

New!!! A #HybridType3 trial boosted ED-initiated #buprenorphine from 0.5% ➡️ 14.6%, improving OUD care + clinician engagement. A scalable model for translating evidence into action. 📄 Read more: dx.doi.org/10.2139/ssrn.5… #SporeDataResearch #AddictionScience #HealthSystems

NIH’s new peer review rules redefine how your Approach is judged. Rigor, feasibility, and inclusivity now drive Factor 2 scoring. Our latest analysis shows how to adapt and stay competitive. Read: doi.org/10.31219/osf.i… #SporeDataResearch #NIH #PeerReview #GrantWriting

New review out! 🎯 AI is reinventing the grant lifecycle—from idea generation to submission. Discover how LLMs, RAGs & reviewer simulators are reshaping research funding. Read:doi.org/10.35542/osf.i… #SporeDataResearch #AI #Research #Grants

🧠New! Our preprint shows how behavioral science can transform clinical trials—boosting recruitment, retention & data quality through smart nudges, gamified tools & purpose-driven messaging. Read: dx.doi.org/10.2139/ssrn.5… #SporeDataResearch #ClinicalTrials #BehavioralScience

🚨 New Preprint Alert 🚨 From ICU outcomes to future-ready ML models, survival analysis helps unlock long-term risks and guide better care decisions 🔗 Read more: dx.doi.org/10.2139/ssrn.5… #SporeDataResearch #DigitalHealth

New🚨 Using Latent Class Analysis, we uncovered 3 hidden patterns of cognitive decline in U.S. adults (2015–2020): Mild, Moderate & Severe. Linked to income, education & health, these insights can shape targeted interventions. 👉 doi.org/10.31234/osf.i… #SporeDataResearch

🚨 New preprint! 🚨 We used the Delphi method to build expert consensus on frailty assessment in older adults, from 124 items → 14 key components (mobility, cognition, social ties). A roadmap for better geriatric care. Read more 👇 dx.doi.org/10.2139/ssrn.5… #SporeDataResearch

🚨 New! We present a validated diabetes self-management scale built with factor analysis & grounded in the IMB model. From 55 to 22 items across info, motivation & skills—psychometrically sound & clinically meaningful. Read more 👇 dx.doi.org/10.2139/ssrn.5… #SporeDataResearch

🚨 New preprin! We applied multilevel logistic regression to study 70k+ Indiana Medicaid pregnancies. Results show how environment + demographics interact to shape gestational diabetes risk. Place matters as much as person. Read more dx.doi.org/10.2139/ssrn.5… #SporeDataResearch

🚨 New paper alert!🚨 We used #KMeans clustering to identify 4 ICU patient subgroups with unique mobilization responses. Data-driven stratification = smarter, personalized rehab strategies. Precision care in action. Read more: doi.org/10.31219/osf.i… #SporeDataResearch

NEW! Elderly surgical patients face high risks—but can AI help predict them? Our new paper shows that large language models outperform ML by giving accurate + interpretable risk predictions for post-op kidney injury. 👉doi.org/10.31219/osf.i… #SporeDataResearch #DigitalHealth

🚨New!! ICU bed demand is hard to predict—but better forecasts can save lives. Our new study shows time series + patient-level models outperform traditional methods for short-term ICU census prediction. Read here: doi.org/10.31219/osf.i… #SporeDataResearch #DigitalHealth

New report: Target Trial Emulation in Real-World Data 📊. Using type 2 diabetes & dementia risk as a case study, we show how trial emulation strengthens causal inference & reduces bias when RCTs aren’t possible. Read👉 doi.org/10.31219/osf.i… #SporeDataResearch #DigitalHealth

Digital > in-person for diabetes prevention. Our new study shows digital programs deliver better health (6.81 vs. 6.74 QALYs) at lower cost ($20k vs. $24.6k)—a dominant strategy from a societal perspective. Read here 👉 doi.org/10.31219/osf.i… #SporeDataResearch #DigitalHealth

🚑 In ICU rehab, every breath counts. Our new study uses Bayesian hierarchical modeling to predict oxygen use in real time—no direct measurement needed—helping clinicians personalize care & spot high-risk exertion. Read: doi.org/10.31219/osf.i… #SporeDataResearch #CriticalCare

How can we make smarter, more realistic healthcare decisions when trials aren’t feasible?🩺💡 Our study shows how Discrete Event Simulation transforms cost-effectiveness analysis—case study: cancer surveillance in Lynch syndrome. 📄 doi.org/10.31219/osf.i… #SporeDataResearch

New!!! Propensity Score Matching for timing of bilateral knee 🦿surgeries. → Real-world data > bias → Excellent covariate balance → Better outcomes w/ longer intervals Essential read for RWE + surgical outcomes: doi.org/10.31219/osf.i… #SporeDataResearch #causalinference

New preprint! We compare risk-based vs. traditional monitoring in 4 clinical trials. RBM cuts errors in key data & boosts efficiency. 📊 Better outcomes. Lower cost. 👉 Read the full paper: doi.org/10.31219/osf.i… #SporeDataResearch #ClinicalTrials #RBM #HealthData

How can AI mine perioperative notes for better recovery predictions? 🧠Our new paper shows how Named Entity Recognition (NER) boosts anaesthesia informatics and surgical outcomes. Read the full report - doi.org/10.31219/osf.i… #SporeDataResearch #Anaesthesia #MedTwitter

🚨 New Preprint Alert 🚨 From ICU outcomes to future-ready ML models, survival analysis helps unlock long-term risks and guide better care decisions 🔗 Read more: dx.doi.org/10.2139/ssrn.5… #SporeDataResearch #DigitalHealth

Our guide “Pre-Trial Testing of Case Report Forms in EDC Systems” offers a step-by-step framework for validating CRFs, ensuring data integrity & trial readiness. 🔗 From logic checks to UAT — every detail counts: doi.org/10.31219/osf.i… #SporeDataResearch #EDC #DataQuality

🧠New! Our preprint shows how behavioral science can transform clinical trials—boosting recruitment, retention & data quality through smart nudges, gamified tools & purpose-driven messaging. Read: dx.doi.org/10.2139/ssrn.5… #SporeDataResearch #ClinicalTrials #BehavioralScience

New review out! 🎯 AI is reinventing the grant lifecycle—from idea generation to submission. Discover how LLMs, RAGs & reviewer simulators are reshaping research funding. Read:doi.org/10.35542/osf.i… #SporeDataResearch #AI #Research #Grants

New!!! A #HybridType3 trial boosted ED-initiated #buprenorphine from 0.5% ➡️ 14.6%, improving OUD care + clinician engagement. A scalable model for translating evidence into action. 📄 Read more: dx.doi.org/10.2139/ssrn.5… #SporeDataResearch #AddictionScience #HealthSystems

🚨 New! We present a validated diabetes self-management scale built with factor analysis & grounded in the IMB model. From 55 to 22 items across info, motivation & skills—psychometrically sound & clinically meaningful. Read more 👇 dx.doi.org/10.2139/ssrn.5… #SporeDataResearch

🚨 New preprin! We applied multilevel logistic regression to study 70k+ Indiana Medicaid pregnancies. Results show how environment + demographics interact to shape gestational diabetes risk. Place matters as much as person. Read more dx.doi.org/10.2139/ssrn.5… #SporeDataResearch

NIH’s new peer review rules redefine how your Approach is judged. Rigor, feasibility, and inclusivity now drive Factor 2 scoring. Our latest analysis shows how to adapt and stay competitive. Read: doi.org/10.31219/osf.i… #SporeDataResearch #NIH #PeerReview #GrantWriting

🚨 New paper alert!🚨 We used #KMeans clustering to identify 4 ICU patient subgroups with unique mobilization responses. Data-driven stratification = smarter, personalized rehab strategies. Precision care in action. Read more: doi.org/10.31219/osf.i… #SporeDataResearch

NEW! Elderly surgical patients face high risks—but can AI help predict them? Our new paper shows that large language models outperform ML by giving accurate + interpretable risk predictions for post-op kidney injury. 👉doi.org/10.31219/osf.i… #SporeDataResearch #DigitalHealth

🧠 New from SporeData: our GRANT-AI trial integrates Retrieval-Augmented Generation (RAG) + expert review to transform NIH grant writing. AI meets behavioral science for equitable, data-driven proposal feedback. Read 👉 techrxiv.org/doi/full/10.36… #SporeDataResearch #AI #RAG #NIH

🚨 New preprint! 🚨 We used the Delphi method to build expert consensus on frailty assessment in older adults, from 124 items → 14 key components (mobility, cognition, social ties). A roadmap for better geriatric care. Read more 👇 dx.doi.org/10.2139/ssrn.5… #SporeDataResearch

New🚨 Using Latent Class Analysis, we uncovered 3 hidden patterns of cognitive decline in U.S. adults (2015–2020): Mild, Moderate & Severe. Linked to income, education & health, these insights can shape targeted interventions. 👉 doi.org/10.31234/osf.i… #SporeDataResearch

New preprint shows how computerised adaptive testing improves outcome measurement in orthopedic surgery: more precise, less burden. Adaptive > legacy tools for tracking recovery after hip replacement. Full paper 👉 doi.org/10.31219/osf.i… #SporeDataResearch #HealthTech #Ortho

New report: Propensity Score Matching in Cancer Epidemiology 📊. Shows how matching boosts causal inference when RCTs aren’t feasible—using prostate cancer risk as a case study. Read more 👉 doi.org/10.31219/osf.i… #SporeDataResearch #DigitalHealth

Digital > in-person for diabetes prevention. Our new study shows digital programs deliver better health (6.81 vs. 6.74 QALYs) at lower cost ($20k vs. $24.6k)—a dominant strategy from a societal perspective. Read here 👉 doi.org/10.31219/osf.i… #SporeDataResearch #DigitalHealth

New!!! Propensity Score Matching for timing of bilateral knee 🦿surgeries. → Real-world data > bias → Excellent covariate balance → Better outcomes w/ longer intervals Essential read for RWE + surgical outcomes: doi.org/10.31219/osf.i… #SporeDataResearch #causalinference

🚨New!! ICU bed demand is hard to predict—but better forecasts can save lives. Our new study shows time series + patient-level models outperform traditional methods for short-term ICU census prediction. Read here: doi.org/10.31219/osf.i… #SporeDataResearch #DigitalHealth

New report: Target Trial Emulation in Real-World Data 📊. Using type 2 diabetes & dementia risk as a case study, we show how trial emulation strengthens causal inference & reduces bias when RCTs aren’t possible. Read👉 doi.org/10.31219/osf.i… #SporeDataResearch #DigitalHealth

🚑 In ICU rehab, every breath counts. Our new study uses Bayesian hierarchical modeling to predict oxygen use in real time—no direct measurement needed—helping clinicians personalize care & spot high-risk exertion. Read: doi.org/10.31219/osf.i… #SporeDataResearch #CriticalCare