Literature DB >> 33977218

Evaluation, Acceptance, and Qualification of Digital Measures: From Proof of Concept to Endpoint.

Jennifer C Goldsack1, Ariel V Dowling2, David Samuelson3, Bray Patrick-Lake3, Ieuan Clay3.   

Abstract

To support the successful adoption of digital measures into internal decision making and evidence generation for medical product development, we present a unified lexicon to aid communication throughout this process, and highlight key concepts including the critical role of participant engagement in development of digital measures. We detail the steps of bringing a successful proof of concept to scale, focusing on key decisions in the development of a new digital measure: asking the right question, optimized approaches to evaluating new measures, and whether and how to pursue qualification or acceptance. Building on the V3 framework for establishing verification and analytical and clinical validation, we discuss strategic and practical considerations for collecting this evidence, illustrated with concrete examples of trailblazing digital measures in the field.
Copyright © 2021 by S. Karger AG, Basel.

Entities:  

Keywords:  Acceptance; Digital endpoints; Digital measures; Patient centricity; Qualification; V3

Year:  2021        PMID: 33977218      PMCID: PMC8077605          DOI: 10.1159/000514730

Source DB:  PubMed          Journal:  Digit Biomark        ISSN: 2504-110X


  61 in total

1.  One walk a year to 1000 within a year: continuous in-home unobtrusive gait assessment of older adults.

Authors:  Jeffrey Kaye; Nora Mattek; Hiroko Dodge; Teresa Buracchio; Daniel Austin; Stuart Hagler; Michael Pavel; Tamara Hayes
Journal:  Gait Posture       Date:  2011-11-01       Impact factor: 2.840

2.  Biomarkers and surrogate endpoints in clinical trials.

Authors:  Thomas R Fleming; John H Powers
Journal:  Stat Med       Date:  2012-06-18       Impact factor: 2.373

3.  Smartphone-based remote assessment of upper extremity function for multiple sclerosis using the Draw a Shape Test.

Authors:  A P Creagh; C Simillion; A Scotland; F Lipsmeier; C Bernasconi; S Belachew; J van Beek; M Baker; C Gossens; M Lindemann; M De Vos
Journal:  Physiol Meas       Date:  2020-06-19       Impact factor: 2.833

Review 4.  Assessing self-maintenance: activities of daily living, mobility, and instrumental activities of daily living.

Authors:  S Katz
Journal:  J Am Geriatr Soc       Date:  1983-12       Impact factor: 5.562

Review 5.  Precompetitive Consensus Building to Facilitate the Use of Digital Health Technologies to Support Parkinson Disease Drug Development through Regulatory Science.

Authors:  Diane Stephenson; Robert Alexander; Varun Aggarwal; Reham Badawy; Lisa Bain; Roopal Bhatnagar; Bastiaan R Bloem; Babak Boroojerdi; Jackson Burton; Jesse M Cedarbaum; Josh Cosman; David T Dexter; Marissa Dockendorf; E Ray Dorsey; Ariel V Dowling; Luc J W Evers; Katherine Fisher; Mark Frasier; Luis Garcia-Gancedo; Jennifer C Goldsack; Derek Hill; Janice Hitchcock; Michele T Hu; Michael P Lawton; Susan J Lee; Michael Lindemann; Ken Marek; Nitin Mehrotra; Marjan J Meinders; Michael Minchik; Lauren Oliva; Klaus Romero; George Roussos; Robert Rubens; Sakshi Sadar; Joseph Scheeren; Eiichi Sengoku; Tanya Simuni; Glenn Stebbins; Kirsten I Taylor; Beatrice Yang; Neta Zach
Journal:  Digit Biomark       Date:  2020-11-26

6.  The Collaborative Aging Research Using Technology Initiative: An Open, Sharable, Technology-Agnostic Platform for the Research Community.

Authors:  Zachary Beattie; Lyndsey M Miller; Carlos Almirola; Wan-Tai M Au-Yeung; Hannah Bernard; Kevin E Cosgrove; Hiroko H Dodge; Charlene J Gamboa; Ona Golonka; Sarah Gothard; Sam Harbison; Stephanie Irish; Judith Kornfeld; Jonathan Lee; Jennifer Marcoe; Nora C Mattek; Charlie Quinn; Christina Reynolds; Thomas Riley; Nathaniel Rodrigues; Nicole Sharma; Mary Alice Siqueland; Neil W Thomas; Timothy Truty; Rachel Wall; Katherine Wild; Chao-Yi Wu; Jason Karlawish; Nina B Silverberg; Lisa L Barnes; Sara Czaja; Lisa C Silbert; Jeffrey Kaye
Journal:  Digit Biomark       Date:  2020-11-26

7.  How a patient advocacy group developed the first proposed draft guidance document for industry for submission to the U.S. Food and Drug Administration.

Authors:  Pat Furlong; John F P Bridges; Lawrence Charnas; Justin R Fallon; Ryan Fischer; Kevin M Flanigan; Timothy R Franson; Neera Gulati; Craig McDonald; Holly Peay; H Lee Sweeney
Journal:  Orphanet J Rare Dis       Date:  2015-06-24       Impact factor: 4.123

8.  Continuous Digital Monitoring of Walking Speed in Frail Elderly Patients: Noninterventional Validation Study and Longitudinal Clinical Trial.

Authors:  Arne Mueller; Holger Alfons Hoefling; Amir Muaremi; Jens Praestgaard; Lorcan C Walsh; Ola Bunte; Roland Martin Huber; Julian Fürmetz; Alexander Martin Keppler; Matthias Schieker; Wolfgang Böcker; Ronenn Roubenoff; Sophie Brachat; Daniel S Rooks; Ieuan Clay
Journal:  JMIR Mhealth Uhealth       Date:  2019-11-27       Impact factor: 4.773

Review 9.  Psychometric Properties of Patient-Facing eHealth Evaluation Measures: Systematic Review and Analysis.

Authors:  Bonnie J Wakefield; Carolyn L Turvey; Kim M Nazi; John E Holman; Timothy P Hogan; Stephanie L Shimada; Diana R Kennedy
Journal:  J Med Internet Res       Date:  2017-10-11       Impact factor: 5.428

10.  Look me in the eye: evaluating the accuracy of smartphone-based eye tracking for potential application in autism spectrum disorder research.

Authors:  Maximilian A R Strobl; Florian Lipsmeier; Liliana R Demenescu; Christian Gossens; Michael Lindemann; Maarten De Vos
Journal:  Biomed Eng Online       Date:  2019-05-03       Impact factor: 2.819

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  10 in total

Review 1.  Digital Biomarkers in Psychiatric Research: Data Protection Qualifications in a Complex Ecosystem.

Authors:  Andrea Parziale; Deborah Mascalzoni
Journal:  Front Psychiatry       Date:  2022-06-09       Impact factor: 5.435

2.  Measuring Health-Related Quality of Life With Multimodal Data: Viewpoint.

Authors:  Ieuan Clay; Francesca Cormack; Szymon Fedor; Luca Foschini; Giovanni Gentile; Chris van Hoof; Priya Kumar; Florian Lipsmeier; Akane Sano; Benjamin Smarr; Benjamin Vandendriessche; Valeria De Luca
Journal:  J Med Internet Res       Date:  2022-05-26       Impact factor: 7.076

Review 3.  First Regulatory Qualification of a Novel Digital Endpoint in Duchenne Muscular Dystrophy: A Multi-Stakeholder Perspective on the Impact for Patients and for Drug Development in Neuromuscular Diseases.

Authors:  Laurent Servais; Eric Camino; Aude Clement; Craig M McDonald; Jacek Lukawy; Linda P Lowes; Damien Eggenspieler; Francesca Cerreta; Paul Strijbos
Journal:  Digit Biomark       Date:  2021-08-05

4.  Sensor Data Integration: A New Cross-Industry Collaboration to Articulate Value, Define Needs, and Advance a Framework for Best Practices.

Authors:  Ieuan Clay; Christian Angelopoulos; Anne Lord Bailey; Aaron Blocker; Simona Carini; Rodrigo Carvajal; David Drummond; Kimberly F McManus; Ingrid Oakley-Girvan; Krupal B Patel; Phillip Szepietowski; Jennifer C Goldsack
Journal:  J Med Internet Res       Date:  2021-11-09       Impact factor: 5.428

Review 5.  Walking on common ground: a cross-disciplinary scoping review on the clinical utility of digital mobility outcomes.

Authors:  Ashley Polhemus; Laura Delgado Ortiz; Gavin Brittain; Nikolaos Chynkiamis; Francesca Salis; Heiko Gaßner; Michaela Gross; Cameron Kirk; Rachele Rossanigo; Kristin Taraldsen; Diletta Balta; Sofie Breuls; Sara Buttery; Gabriela Cardenas; Christoph Endress; Julia Gugenhan; Alison Keogh; Felix Kluge; Sarah Koch; M Encarna Micó-Amigo; Corinna Nerz; Chloé Sieber; Parris Williams; Ronny Bergquist; Magda Bosch de Basea; Ellen Buckley; Clint Hansen; A Stefanie Mikolaizak; Lars Schwickert; Kirsty Scott; Sabine Stallforth; Janet van Uem; Beatrix Vereijken; Andrea Cereatti; Heleen Demeyer; Nicholas Hopkinson; Walter Maetzler; Thierry Troosters; Ioannis Vogiatzis; Alison Yarnall; Clemens Becker; Judith Garcia-Aymerich; Letizia Leocani; Claudia Mazzà; Lynn Rochester; Basil Sharrack; Anja Frei; Milo Puhan
Journal:  NPJ Digit Med       Date:  2021-10-14

6.  Standardized Integration of Person-Generated Data Into Routine Clinical Care.

Authors:  Billy Zeng; Riley Bove; Simona Carini; Jonathan Shing-Jih Lee; J P Pollak; Erica Schleimer; Ida Sim
Journal:  JMIR Mhealth Uhealth       Date:  2022-02-10       Impact factor: 4.773

Review 7.  Recommendations for Defining and Reporting Adherence Measured by Biometric Monitoring Technologies: Systematic Review.

Authors:  Iredia M Olaye; Mia P Belovsky; Lauren Bataille; Royce Cheng; Ali Ciger; Karen L Fortuna; Elena S Izmailova; Debbe McCall; Christopher J Miller; Willie Muehlhausen; Carrie A Northcott; Isaac R Rodriguez-Chavez; Abhishek Pratap; Benjamin Vandendriessche; Yaara Zisman-Ilani; Jessie P Bakker
Journal:  J Med Internet Res       Date:  2022-04-14       Impact factor: 5.428

8.  The Patient Matters in the End(point).

Authors:  Pip Griffiths; Diana Rofail; Rea Lehner; Vera Mastey
Journal:  Adv Ther       Date:  2022-08-05       Impact factor: 4.070

Review 9.  EVIDENCE Publication Checklist for Studies Evaluating Connected Sensor Technologies: Explanation and Elaboration.

Authors:  Christine Manta; Nikhil Mahadevan; Jessie Bakker; Simal Ozen Irmak; Elena Izmailova; Siyeon Park; Jiat-Ling Poon; Santosh Shevade; Sarah Valentine; Benjamin Vandendriessche; Courtney Webster; Jennifer C Goldsack
Journal:  Digit Biomark       Date:  2021-05-18

10.  Predicting Changes in Depression Severity Using the PSYCHE-D (Prediction of Severity Change-Depression) Model Involving Person-Generated Health Data: Longitudinal Case-Control Observational Study.

Authors:  Mariko Makhmutova; Raghu Kainkaryam; Marta Ferreira; Jae Min; Martin Jaggi; Ieuan Clay
Journal:  JMIR Mhealth Uhealth       Date:  2022-03-25       Impact factor: 4.947

  10 in total

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