---
title: Safira Clinical Research Blog | Abbas Khan
description: Safira Clinical Research Blog focused on supporting clinical research through UAT, eCOA, instrument licensing, and social recruiting
---

# Blog

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[![](https://48322158.hs-sites.com/hubfs/Imported_Blog_Media/key-components.png) ](http://48322158.hs-sites.com/safira-clinical-research-blog/key-components-of-a-comprehensive-ecoa-library)

[eCOA Product Support](http://48322158.hs-sites.com/safira-clinical-research-blog/tag/ecoa-product-support), [License Management](http://48322158.hs-sites.com/safira-clinical-research-blog/tag/license-management), [eCOA](http://48322158.hs-sites.com/safira-clinical-research-blog/tag/ecoa), [eCOA Rescue](http://48322158.hs-sites.com/safira-clinical-research-blog/tag/ecoa-rescue)

## [Key Components of a Comprehensive eCOA Library](http://48322158.hs-sites.com/safira-clinical-research-blog/key-components-of-a-comprehensive-ecoa-library)

[Abbas Khan](http://48322158.hs-sites.com/safira-clinical-research-blog/author/abbas-wp-saf2025) 

 Mar 18, 2025 6:24:44 PM

[ Read more ](http://48322158.hs-sites.com/safira-clinical-research-blog/key-components-of-a-comprehensive-ecoa-library)

[![](https://48322158.hs-sites.com/hubfs/Imported_Blog_Media/mdurwin_a_1960s_telephone_with_the_handset_off_the_cradle_layin_22ef13c3-7da1-46e4-9cb5-e53152c3ba81.png) ](http://48322158.hs-sites.com/safira-clinical-research-blog/five-phone-calls)

[IRB](http://48322158.hs-sites.com/safira-clinical-research-blog/tag/irb), [eCOA](http://48322158.hs-sites.com/safira-clinical-research-blog/tag/ecoa)

## [Five phone calls…](http://48322158.hs-sites.com/safira-clinical-research-blog/five-phone-calls)

[Abbas Khan](http://48322158.hs-sites.com/safira-clinical-research-blog/author/abbas-wp-saf2025) 

 Oct 9, 2024 3:28:29 PM

[ Read more ](http://48322158.hs-sites.com/safira-clinical-research-blog/five-phone-calls)

[![](https://48322158.hs-sites.com/hubfs/Imported_Blog_Media/mdurwin_an_abstract_illustration_of_the_letters_UAT_made_of_gla_7658e08b-11a3-4077-b1d2-6bac01df4848.png) ](http://48322158.hs-sites.com/safira-clinical-research-blog/user-acceptance-testing-2)

[User Acceptance Testing](http://48322158.hs-sites.com/safira-clinical-research-blog/tag/user-acceptance-testing)

## [User Acceptance Testing](http://48322158.hs-sites.com/safira-clinical-research-blog/user-acceptance-testing-2)

[Abbas Khan](http://48322158.hs-sites.com/safira-clinical-research-blog/author/abbas-wp-saf2025) 

 Sep 24, 2024 10:19:00 AM

[ Read more ](http://48322158.hs-sites.com/safira-clinical-research-blog/user-acceptance-testing-2)

[![](https://48322158.hs-sites.com/hubfs/Imported_Blog_Media/mdurwin_an_abstract_illustration_of_the_word_Webinar_made_of_gl_4369ae3d-0815-49ce-a8e1-3753c8723a3b.png) ](http://48322158.hs-sites.com/safira-clinical-research-blog/rethinking-todays-epro-delivery-for-tomorrows-clinical-trials-2)

[Clinical Research](http://48322158.hs-sites.com/safira-clinical-research-blog/tag/clinical-research), [Webinars](http://48322158.hs-sites.com/safira-clinical-research-blog/tag/webinars), [eCOA](http://48322158.hs-sites.com/safira-clinical-research-blog/tag/ecoa)

## [Rethinking Today’s ePRO Delivery for Tomorrow’s Clinical Trials](http://48322158.hs-sites.com/safira-clinical-research-blog/rethinking-todays-epro-delivery-for-tomorrows-clinical-trials-2)

[Abbas Khan](http://48322158.hs-sites.com/safira-clinical-research-blog/author/abbas-wp-saf2025) 

 Mar 11, 2024 4:34:29 PM

[ Read more ](http://48322158.hs-sites.com/safira-clinical-research-blog/rethinking-todays-epro-delivery-for-tomorrows-clinical-trials-2)

[![](https://48322158.hs-sites.com/hubfs/Imported_Blog_Media/mdurwin_an_abstract_illustration_of_the_word_BLOG_made_of_glass_5e697b02-0601-4ae3-8faa-0ccf8d1eb07d-2.png) ](http://48322158.hs-sites.com/safira-clinical-research-blog/measurement-equivalence-of-patient-reported-outcome-measure-response-scale-types-collected-using-bring-your-own-device-compared-to-paper-and-a-pr)

[Downloads](http://48322158.hs-sites.com/safira-clinical-research-blog/tag/pdf), [Bring Your Own Device](http://48322158.hs-sites.com/safira-clinical-research-blog/tag/byod)

## [Measurement Equivalence of Patient-Reported Outcome Measure Response Scale Types Collected Using Bring Your Own Device Compared to Paper and a Provisioned Device: Results of a Randomized Equivalence T](http://48322158.hs-sites.com/safira-clinical-research-blog/measurement-equivalence-of-patient-reported-outcome-measure-response-scale-types-collected-using-bring-your-own-device-compared-to-paper-and-a-pr)

[Abbas Khan](http://48322158.hs-sites.com/safira-clinical-research-blog/author/abbas-wp-saf2025) 

 Sep 1, 2023 11:08:27 PM

[ Read more ](http://48322158.hs-sites.com/safira-clinical-research-blog/measurement-equivalence-of-patient-reported-outcome-measure-response-scale-types-collected-using-bring-your-own-device-compared-to-paper-and-a-pr)

[![](https://48322158.hs-sites.com/hubfs/Imported_Blog_Media/smart-watch-hand-2.jpg) ](http://48322158.hs-sites.com/safira-clinical-research-blog/maximizing-the-value-of-wearables-by-the-remote-collection-and-analysis-of-raw-100-hz-data)

[Wearable Technology](http://48322158.hs-sites.com/safira-clinical-research-blog/tag/wearable-tech), [Bring Your Own Device](http://48322158.hs-sites.com/safira-clinical-research-blog/tag/byod)

## [Maximizing the value of wearables by the remote collection and analysis of raw 100 Hz data](http://48322158.hs-sites.com/safira-clinical-research-blog/maximizing-the-value-of-wearables-by-the-remote-collection-and-analysis-of-raw-100-hz-data)

[Abbas Khan](http://48322158.hs-sites.com/safira-clinical-research-blog/author/abbas-wp-saf2025) 

 Sep 1, 2023 10:57:06 PM

[ Read more ](http://48322158.hs-sites.com/safira-clinical-research-blog/maximizing-the-value-of-wearables-by-the-remote-collection-and-analysis-of-raw-100-hz-data)

[![](https://48322158.hs-sites.com/hubfs/Imported_Blog_Media/mdurwin_an_abstract_illustration_of_the_word_BLOG_made_of_glass_5e697b02-0601-4ae3-8faa-0ccf8d1eb07d-2.png) ](http://48322158.hs-sites.com/safira-clinical-research-blog/recommendations-on-cognitive-debrief-and-usability-studies-for-instrument-migration-from-paper-to-electronic-modalities-based-on-qualitative-synt)

[Downloads](http://48322158.hs-sites.com/safira-clinical-research-blog/tag/pdf), [eCOA](http://48322158.hs-sites.com/safira-clinical-research-blog/tag/ecoa)

## [Recommendations on Cognitive Debrief and Usability Studies for Instrument Migration from Paper to Electronic Modalities Based on Qualitative Synthesis of Validation Studies](http://48322158.hs-sites.com/safira-clinical-research-blog/recommendations-on-cognitive-debrief-and-usability-studies-for-instrument-migration-from-paper-to-electronic-modalities-based-on-qualitative-synt)

[Abbas Khan](http://48322158.hs-sites.com/safira-clinical-research-blog/author/abbas-wp-saf2025) 

 Sep 1, 2023 10:52:41 PM

[ Read more ](http://48322158.hs-sites.com/safira-clinical-research-blog/recommendations-on-cognitive-debrief-and-usability-studies-for-instrument-migration-from-paper-to-electronic-modalities-based-on-qualitative-synt)

[![](https://48322158.hs-sites.com/hubfs/Imported_Blog_Media/mdurwin_an_abstract_illustration_representing_machine_learning__66e6a6ff-a9db-4cde-9451-75995bf42a51b.png) ](http://48322158.hs-sites.com/safira-clinical-research-blog/standards-for-instrument-migration-when-implementing-paper-patient-reported-outcome-instruments-electronically-recommendations-from-a-qualitative)

[Downloads](http://48322158.hs-sites.com/safira-clinical-research-blog/tag/pdf), [eCOA](http://48322158.hs-sites.com/safira-clinical-research-blog/tag/ecoa)

## [Standards for Instrument Migration When Implementing Paper Patient-Reported Outcome Instruments Electronically: Recommendations from a Qualitative Synthesis of Cognitive Interview and Usability Studie](http://48322158.hs-sites.com/safira-clinical-research-blog/standards-for-instrument-migration-when-implementing-paper-patient-reported-outcome-instruments-electronically-recommendations-from-a-qualitative)

[Abbas Khan](http://48322158.hs-sites.com/safira-clinical-research-blog/author/abbas-wp-saf2025) 

 Sep 1, 2023 10:48:23 PM

[ Read more ](http://48322158.hs-sites.com/safira-clinical-research-blog/standards-for-instrument-migration-when-implementing-paper-patient-reported-outcome-instruments-electronically-recommendations-from-a-qualitative)

[![](https://48322158.hs-sites.com/hubfs/Imported_Blog_Media/mdurwin_an_abstract_illustration_of_a_hand_wearing_a_smartwatch_b8d44978-a685-4d4a-9da8-aff5617cb36a.png) ](http://48322158.hs-sites.com/safira-clinical-research-blog/approach-to-using-machine-learning-algorithms-for-fraud-detection-in-real-world-data-from-wrist-worn-wearable-devices)

[LLMs](http://48322158.hs-sites.com/safira-clinical-research-blog/tag/llms), [Wearable Technology](http://48322158.hs-sites.com/safira-clinical-research-blog/tag/wearable-tech), [Bring Your Own Device](http://48322158.hs-sites.com/safira-clinical-research-blog/tag/byod)

## [Approach to Using Machine Learning Algorithms for Fraud Detection in Real World Data from Wrist Worn Wearable Devices](http://48322158.hs-sites.com/safira-clinical-research-blog/approach-to-using-machine-learning-algorithms-for-fraud-detection-in-real-world-data-from-wrist-worn-wearable-devices)

[Abbas Khan](http://48322158.hs-sites.com/safira-clinical-research-blog/author/abbas-wp-saf2025) 

 Sep 1, 2023 10:45:21 PM

[ Read more ](http://48322158.hs-sites.com/safira-clinical-research-blog/approach-to-using-machine-learning-algorithms-for-fraud-detection-in-real-world-data-from-wrist-worn-wearable-devices)

[![](https://48322158.hs-sites.com/hubfs/Imported_Blog_Media/mdurwin_an_abstract_illustration_representing_machine_learning__f91c6715-8c05-4325-96bc-569f21a8e401.png) ](http://48322158.hs-sites.com/safira-clinical-research-blog/utilizing-machine-learning-and-ecg-data-for-continuous-user-authentication-of-patients-during-a-clinical-trial)

[LLMs](http://48322158.hs-sites.com/safira-clinical-research-blog/tag/llms), [Downloads](http://48322158.hs-sites.com/safira-clinical-research-blog/tag/pdf)

## [Utilizing Machine Learning And ECG Data for Continuous User Authentication of Patients During a Clinical Trial](http://48322158.hs-sites.com/safira-clinical-research-blog/utilizing-machine-learning-and-ecg-data-for-continuous-user-authentication-of-patients-during-a-clinical-trial)

[Abbas Khan](http://48322158.hs-sites.com/safira-clinical-research-blog/author/abbas-wp-saf2025) 

 Sep 1, 2023 6:13:39 PM

[ Read more ](http://48322158.hs-sites.com/safira-clinical-research-blog/utilizing-machine-learning-and-ecg-data-for-continuous-user-authentication-of-patients-during-a-clinical-trial)

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