Presented by Nariman Nasser, Director of UCSF Participant Recruitment Service, in May 2012 at CHR sponsored workshop on the UCSF Campus. This presentation on ‘Recruitment: What Methods Are Appropriate’, discusses the use of social media in clinical trial recruitment, as well as emerging technologies such as SMS text messaging for patient recruitment and retention.
Hubungan Kantor Pusat dan Kantor Cabangphatar_augrah
Hubungan Pusat-Cabang yaitu hubungan antara kantor pusat (utama) dengan kantor pengembangan/ perwakilan yang skala usahanya lebih kecil dan merupakan bagian dari kantor pusat tersebar di daerah-daerah lain.
This presentation discusses the problems faced with managing a branch office infrastructure. It looks at current technologies for resolving these issues and gives a quick introduction of what to expect in the near future with Windows 7 and Windows Server 2008 R2.
He intentado adjuntar en una presentación herramientas útiles y gratis para el cálculo de tamaño muestral precedido de unas pocas nociones teóricas sobre el tema. Si véis errores, por favor decidmelo.
Riverbed conducted a remote office/branch office IT survey at EMC World on May 3, 2016. The surveys were taken on the show floor and 183 people took part. The number of employees at their locations range from less than 500 to over 10,000. http://rvbd.ly/1YvjwTI
Hubungan Kantor Pusat dan Kantor Cabangphatar_augrah
Hubungan Pusat-Cabang yaitu hubungan antara kantor pusat (utama) dengan kantor pengembangan/ perwakilan yang skala usahanya lebih kecil dan merupakan bagian dari kantor pusat tersebar di daerah-daerah lain.
This presentation discusses the problems faced with managing a branch office infrastructure. It looks at current technologies for resolving these issues and gives a quick introduction of what to expect in the near future with Windows 7 and Windows Server 2008 R2.
He intentado adjuntar en una presentación herramientas útiles y gratis para el cálculo de tamaño muestral precedido de unas pocas nociones teóricas sobre el tema. Si véis errores, por favor decidmelo.
Riverbed conducted a remote office/branch office IT survey at EMC World on May 3, 2016. The surveys were taken on the show floor and 183 people took part. The number of employees at their locations range from less than 500 to over 10,000. http://rvbd.ly/1YvjwTI
Statistical inference: Statistical Power, ANOVA, and Post Hoc testsEugene Yan Ziyou
This deck was used in the IDA facilitation of the John Hopkins' Data Science Specialization course for Statistical Inference. It covers the topics in week 4 (statistical power, ANOVA, and post hoc tests).
The data and R script for the lab session can be found here: https://github.com/eugeneyan/Statistical-Inference
This session will discuss WAN, branch and remote networking, including zero touch deployment, network security, simple and fast convergence for large scale IPSec deployments, seamless integration with cloud-based services, ADVPN, and others.
This is a lecture that I gave to a Principles of Epidemiology MPH class. It takes a critical look at the use of p-values to judge the strength of evidence, and offers more holistic, informative approaches to interpreting statistical findings such as measures of effect size and confidence intervals.
Services Marketing has different service sectors. And Banking is one of them. This is a presentation which includes all the necessary information about a banking service and the extended marketing mix, i.e. 7 P's.
The Deposit Management System is one of the products in our Deposit Management Suite Suite. It can seamlessly integrated with our Branch Delivery System or Tellering System
The Deposit Management System is the core application of the proposed system from our Company. It houses all major information such as Customer Information, Accounts, Products and performs major processes such as Inclearing, Interest Computation, Service Charging and Reports Generation.
Our Branch Delivery System provides the branches, the major interface to the Deposit Management System. Data stored in this application are mostly used for security, enabling the front-end system to perform transaction validations (i.e. Access rights and limits checking) before the actual transaction is forwarded to the Host.
Under the system, the bridge shall only act as a pass-through between the Branch Delivery System and the Deposit Management System.
The Essentials to Successful User-Centric DevelopmentApplause
Consumers expect the option to engage with brands however they feel most comfortable. Whether via mobile, desktop or voice, users want an experience they can rely on – yet, 87% of consumers think brands need to put more effort into providing consistent experiences across digital channels.
Banner Health, a leader in U.S. healthcare, built a seamless digital experience for their users by implementing a comprehensive testing strategy that promotes user-centric development. With ease-of-use and brand loyalty in mind, Banner Health focused on delivering high-quality digital experiences across all touchpoints, particularly on smartwatches, tablets and smart speakers.
The 2017 Hospital Guide to Secure Mobile Messaging SuccessSpok
Secure mobile messaging success requires careful alignment among mobile strategies, security initiatives, and the communications ecosystem. The most successful implementations come from planning teams that include members from each of these areas as well as a thoughtful approach for achieving overarching hospital goals. In this SlideShare, Spok and Spectralink explore who, why, and what would be necessary for these projects, with a step-by-step guide for structuring a secure mobile messaging rollout.
ICT4D 2012 Conference - ReMiND Me Againmhensley_CRS
Deepti Pant (CRS) and Dr. Neal Lesh (Dimagi, Inc.) presented the ReMiND Pilot Project's early experience and learning of deploying CommCare with community health workers at the ICT4D 2012 conference held in Kigali, Rwanda.
Real-Time Biosurveillance Program Pilot - India & Sri LankaNuwan Waidyanatha
The Biosurv program was tailored for a range of functions. Its main objective program was the rapid detection and
notification of any possible health outbreak using cutting edge information processing technology. The
mHealthSurvey application takes a few seconds to enter each patient's disease information. This rich dataset is sent over the existing commercial GPRS channels to
a centralized database. With such techniques, the
incoming health data can be automatically monitored for unusual changes in the numbers of reported disease
cases. The same data is also used to characterize statistical relationships between all available combinations of reported genders, locations, ages, symptoms and signs, etc., even if the number of such combinations is
prohibitively large for humans to process. That enables epidemiologists to pin down a potential outbreak of, for
instance, a gastrointestinal disease among children living in the Southwestern suburbs of the city, before it
spreads to other areas or to other demographic groups. T-Cube Web Interface (TCWI) and its underlying disease
outbreak detection algorithms are capable of reducing time-intensive calculations involved in such analyses from
hours or days down to as quick as turning on a light switch.
Here is our corporate profile, you will find information about all our solutions for vaccines clinical trials and also patient's programs. We have a variety of mobile and web apps that have been developed to enhance and improve your results in any clinical trial or patient care system.
Insights into the Success of Text Messaging for Healthmobilecommons
Learn about the data and studies behind the success of text messaging for health!
In this on-demand webinar, Alyson Rixner, Director of Healthcare Solutions at Mobile Commons, presents:
-An overview of current statistics and data on SMS-based mobile health programs
-Highlights from research & efficacy studies on the success of text messaging for health
-Individual case studies on how text messaging has improved health outcomes
Health IT Summit San Francisco 2015 - Case Study "Taking Mobility Beyond Wireless Phones: A Work in Progress"
Neal Ganguly, MBA, FCHIME, FHIMSS, CHCIO
VP & CIO
JFK Health System
iHT2 case studies and presentations illustrate challenges, successes and various factors in the outcomes of numerous types of health IT implementations. They are interactive and dynamic sessions providing opportunity for dialogue, debate and exchanging ideas and best practices. This session will be presented by a thought leader in the provider, payer or government space.
Statistical inference: Statistical Power, ANOVA, and Post Hoc testsEugene Yan Ziyou
This deck was used in the IDA facilitation of the John Hopkins' Data Science Specialization course for Statistical Inference. It covers the topics in week 4 (statistical power, ANOVA, and post hoc tests).
The data and R script for the lab session can be found here: https://github.com/eugeneyan/Statistical-Inference
This session will discuss WAN, branch and remote networking, including zero touch deployment, network security, simple and fast convergence for large scale IPSec deployments, seamless integration with cloud-based services, ADVPN, and others.
This is a lecture that I gave to a Principles of Epidemiology MPH class. It takes a critical look at the use of p-values to judge the strength of evidence, and offers more holistic, informative approaches to interpreting statistical findings such as measures of effect size and confidence intervals.
Services Marketing has different service sectors. And Banking is one of them. This is a presentation which includes all the necessary information about a banking service and the extended marketing mix, i.e. 7 P's.
The Deposit Management System is one of the products in our Deposit Management Suite Suite. It can seamlessly integrated with our Branch Delivery System or Tellering System
The Deposit Management System is the core application of the proposed system from our Company. It houses all major information such as Customer Information, Accounts, Products and performs major processes such as Inclearing, Interest Computation, Service Charging and Reports Generation.
Our Branch Delivery System provides the branches, the major interface to the Deposit Management System. Data stored in this application are mostly used for security, enabling the front-end system to perform transaction validations (i.e. Access rights and limits checking) before the actual transaction is forwarded to the Host.
Under the system, the bridge shall only act as a pass-through between the Branch Delivery System and the Deposit Management System.
The Essentials to Successful User-Centric DevelopmentApplause
Consumers expect the option to engage with brands however they feel most comfortable. Whether via mobile, desktop or voice, users want an experience they can rely on – yet, 87% of consumers think brands need to put more effort into providing consistent experiences across digital channels.
Banner Health, a leader in U.S. healthcare, built a seamless digital experience for their users by implementing a comprehensive testing strategy that promotes user-centric development. With ease-of-use and brand loyalty in mind, Banner Health focused on delivering high-quality digital experiences across all touchpoints, particularly on smartwatches, tablets and smart speakers.
The 2017 Hospital Guide to Secure Mobile Messaging SuccessSpok
Secure mobile messaging success requires careful alignment among mobile strategies, security initiatives, and the communications ecosystem. The most successful implementations come from planning teams that include members from each of these areas as well as a thoughtful approach for achieving overarching hospital goals. In this SlideShare, Spok and Spectralink explore who, why, and what would be necessary for these projects, with a step-by-step guide for structuring a secure mobile messaging rollout.
ICT4D 2012 Conference - ReMiND Me Againmhensley_CRS
Deepti Pant (CRS) and Dr. Neal Lesh (Dimagi, Inc.) presented the ReMiND Pilot Project's early experience and learning of deploying CommCare with community health workers at the ICT4D 2012 conference held in Kigali, Rwanda.
Real-Time Biosurveillance Program Pilot - India & Sri LankaNuwan Waidyanatha
The Biosurv program was tailored for a range of functions. Its main objective program was the rapid detection and
notification of any possible health outbreak using cutting edge information processing technology. The
mHealthSurvey application takes a few seconds to enter each patient's disease information. This rich dataset is sent over the existing commercial GPRS channels to
a centralized database. With such techniques, the
incoming health data can be automatically monitored for unusual changes in the numbers of reported disease
cases. The same data is also used to characterize statistical relationships between all available combinations of reported genders, locations, ages, symptoms and signs, etc., even if the number of such combinations is
prohibitively large for humans to process. That enables epidemiologists to pin down a potential outbreak of, for
instance, a gastrointestinal disease among children living in the Southwestern suburbs of the city, before it
spreads to other areas or to other demographic groups. T-Cube Web Interface (TCWI) and its underlying disease
outbreak detection algorithms are capable of reducing time-intensive calculations involved in such analyses from
hours or days down to as quick as turning on a light switch.
Here is our corporate profile, you will find information about all our solutions for vaccines clinical trials and also patient's programs. We have a variety of mobile and web apps that have been developed to enhance and improve your results in any clinical trial or patient care system.
Insights into the Success of Text Messaging for Healthmobilecommons
Learn about the data and studies behind the success of text messaging for health!
In this on-demand webinar, Alyson Rixner, Director of Healthcare Solutions at Mobile Commons, presents:
-An overview of current statistics and data on SMS-based mobile health programs
-Highlights from research & efficacy studies on the success of text messaging for health
-Individual case studies on how text messaging has improved health outcomes
Health IT Summit San Francisco 2015 - Case Study "Taking Mobility Beyond Wireless Phones: A Work in Progress"
Neal Ganguly, MBA, FCHIME, FHIMSS, CHCIO
VP & CIO
JFK Health System
iHT2 case studies and presentations illustrate challenges, successes and various factors in the outcomes of numerous types of health IT implementations. They are interactive and dynamic sessions providing opportunity for dialogue, debate and exchanging ideas and best practices. This session will be presented by a thought leader in the provider, payer or government space.
Leverage Big Data Analytics to Enhance Clinical Trials from Planning to Execu...Saama
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SmatForms Mobile Application Platforms.
An integrated mobile app platform
which allows collection of field data,
collation of same in the cloud and
offers analysis & necessary responses
from expert to combat the MALARIA
DISEASE
Going Mobile an Opportunity and Challenge for Higher EducationLori Nidoh
Faced with the exponential growth of traffic from mobile browsers to the University’s website, the increasing market dominance of smart phones and the growing percent of high school and college students that access the internet via mobile devices, The University undertook dual projects of developing a mobile app and a mobile website in late 2010. We will walk through the analysis of vendors, platforms, content, etc we went through in the planning stage as well as the implementation, launch and early results. We will share lessons we learned as well as offer some suggestions for schools considering mobile development at their institution.
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AMIA Joint Summits 2017: Building Research Data Mart from UCSF OMOP Database ...CTSI at UCSF
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In this research data delivery project, we explored a less traveled path of building a clinical “data mart” for a registry study on kidney transplant patients based on our institutional OMOP database.
Data Reproducibility in Preclinical Discovery, Is It a Real Problem? 09/17/15CTSI at UCSF
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http://ctsi.ucsf.edu/news/about-ctsi/data-reproducibility-preclinical-research-and-discovery
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DISSERTATION on NEW DRUG DISCOVERY AND DEVELOPMENT STAGES OF DRUG DISCOVERYNEHA GUPTA
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Following hit identification, the hits are optimized to improve their efficacy, selectivity, and pharmacokinetic properties, resulting in lead compounds. These leads undergo further refinement to enhance their potency, reduce toxicity, and improve drug-like characteristics, creating drug candidates suitable for preclinical testing. In the preclinical development phase, drug candidates are tested in vitro (in cell cultures) and in vivo (in animal models) to evaluate their safety, efficacy, pharmacokinetics, and pharmacodynamics. Toxicology studies are conducted to assess potential risks.
Before clinical trials can begin, an Investigational New Drug (IND) application must be submitted to regulatory authorities. This application includes data from preclinical studies and plans for clinical trials. Clinical development involves human trials in three phases: Phase I tests the drug's safety and dosage in a small group of healthy volunteers, Phase II assesses the drug's efficacy and side effects in a larger group of patients with the target disease, and Phase III confirms the drug's efficacy and monitors adverse reactions in a large population, often compared to existing treatments.
After successful clinical trials, a New Drug Application (NDA) is submitted to regulatory authorities for approval, including all data from preclinical and clinical studies, as well as proposed labeling and manufacturing information. Regulatory authorities then review the NDA to ensure the drug is safe, effective, and of high quality, potentially requiring additional studies. Finally, after a drug is approved and marketed, it undergoes post-marketing surveillance, which includes continuous monitoring for long-term safety and effectiveness, pharmacovigilance, and reporting of any adverse effects.
Rasamanikya is a excellent preparation in the field of Rasashastra, it is used in various Kushtha Roga, Shwasa, Vicharchika, Bhagandara, Vatarakta, and Phiranga Roga. In this article Preparation& Comparative analytical profile for both Formulationon i.e Rasamanikya prepared by Kushmanda swarasa & Churnodhaka Shodita Haratala. The study aims to provide insights into the comparative efficacy and analytical aspects of these formulations for enhanced therapeutic outcomes.
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Microteaching is a unique model of practice teaching. It is a viable instrument for the. desired change in the teaching behavior or the behavior potential which, in specified types of real. classroom situations, tends to facilitate the achievement of specified types of objectives.
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These simplified slides by Dr. Sidra Arshad present an overview of the non-respiratory functions of the respiratory tract.
Learning objectives:
1. Enlist the non-respiratory functions of the respiratory tract
2. Briefly explain how these functions are carried out
3. Discuss the significance of dead space
4. Differentiate between minute ventilation and alveolar ventilation
5. Describe the cough and sneeze reflexes
Study Resources:
1. Chapter 39, Guyton and Hall Textbook of Medical Physiology, 14th edition
2. Chapter 34, Ganong’s Review of Medical Physiology, 26th edition
3. Chapter 17, Human Physiology by Lauralee Sherwood, 9th edition
4. Non-respiratory functions of the lungs https://academic.oup.com/bjaed/article/13/3/98/278874
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Title: Sense of Taste
Presenter: Dr. Faiza, Assistant Professor of Physiology
Qualifications:
MBBS (Best Graduate, AIMC Lahore)
FCPS Physiology
ICMT, CHPE, DHPE (STMU)
MPH (GC University, Faisalabad)
MBA (Virtual University of Pakistan)
Learning Objectives:
Describe the structure and function of taste buds.
Describe the relationship between the taste threshold and taste index of common substances.
Explain the chemical basis and signal transduction of taste perception for each type of primary taste sensation.
Recognize different abnormalities of taste perception and their causes.
Key Topics:
Significance of Taste Sensation:
Differentiation between pleasant and harmful food
Influence on behavior
Selection of food based on metabolic needs
Receptors of Taste:
Taste buds on the tongue
Influence of sense of smell, texture of food, and pain stimulation (e.g., by pepper)
Primary and Secondary Taste Sensations:
Primary taste sensations: Sweet, Sour, Salty, Bitter, Umami
Chemical basis and signal transduction mechanisms for each taste
Taste Threshold and Index:
Taste threshold values for Sweet (sucrose), Salty (NaCl), Sour (HCl), and Bitter (Quinine)
Taste index relationship: Inversely proportional to taste threshold
Taste Blindness:
Inability to taste certain substances, particularly thiourea compounds
Example: Phenylthiocarbamide
Structure and Function of Taste Buds:
Composition: Epithelial cells, Sustentacular/Supporting cells, Taste cells, Basal cells
Features: Taste pores, Taste hairs/microvilli, and Taste nerve fibers
Location of Taste Buds:
Found in papillae of the tongue (Fungiform, Circumvallate, Foliate)
Also present on the palate, tonsillar pillars, epiglottis, and proximal esophagus
Mechanism of Taste Stimulation:
Interaction of taste substances with receptors on microvilli
Signal transduction pathways for Umami, Sweet, Bitter, Sour, and Salty tastes
Taste Sensitivity and Adaptation:
Decrease in sensitivity with age
Rapid adaptation of taste sensation
Role of Saliva in Taste:
Dissolution of tastants to reach receptors
Washing away the stimulus
Taste Preferences and Aversions:
Mechanisms behind taste preference and aversion
Influence of receptors and neural pathways
Impact of Sensory Nerve Damage:
Degeneration of taste buds if the sensory nerve fiber is cut
Abnormalities of Taste Detection:
Conditions: Ageusia, Hypogeusia, Dysgeusia (parageusia)
Causes: Nerve damage, neurological disorders, infections, poor oral hygiene, adverse drug effects, deficiencies, aging, tobacco use, altered neurotransmitter levels
Neurotransmitters and Taste Threshold:
Effects of serotonin (5-HT) and norepinephrine (NE) on taste sensitivity
Supertasters:
25% of the population with heightened sensitivity to taste, especially bitterness
Increased number of fungiform papillae
Here is the updated list of Top Best Ayurvedic medicine for Gas and Indigestion and those are Gas-O-Go Syp for Dyspepsia | Lavizyme Syrup for Acidity | Yumzyme Hepatoprotective Capsules etc
4. What is
Social Media?
The use of web-based and
mobile technologies to turn
communication into
interactive dialogue
1. Collaborative projects
2. Blogs and Microblogs
3. Content communities
4. Social networking sites
5. Virtual game worlds
6. Virtual communities
Kaplan and Haenlein, Business Horizons, 2010
5. The Power of Social Media
• Recommendations by family/peers are more
influential
• Reach wide number of motivated/interested
individuals in a short time
• Encourages empowerment and proactive behavior
• Able to communicate in real-time
• Ideal for AE reporting and post-marketing
surveillance (FDA/NIH Safety Reporting Portal)
7. The Unwieldy Power of Social Media
• Unless social media is used for real-time
communication it is no different than a
traditional media advertisement
• Real-time communication in the context of
clinical trials recruiting must be carefully
moderated
• FDA regulations are not conducive to brevity,
no guidance to date (Novartis widget incident
failed to communicate risk information,
implies superiority)
8. Emerging Technologies
• Electronic personal health records (Google
Health, HealthVault)
• Research volunteer registries (Volunteers for
Health, ResearchMatch.org, TrialX)
• Electronic communication methods (text
messaging, emailing health professionals,
online screening tools)
• Telemedicine
10. Mobile phones are changing the way people
interact with the world around them
MOBILE FACTS POTENTIAL
5.5 billion Global Subscribers* Mobile devices are now practically ubiquitous
Penetration rates >80%* in most countries Worldwide Tool - large metropolitan areas to rural
(US = 285M subs or 91%) developing world
Mobile Phone within arms reach Mobile is the most effective and natural
of average users for 19 hours per day † way to maintain contact with clinical trial
participants
Mobile phone users read messages within
15 minutes of receipt† Mobile communications are immediate,
verifiable and actionable
Mobile phone users respond
within 60 minutes† Clinical trial participants will use their
mobile phones to provide information
Average mobile phone users send/receive
to clinical sites
4x as many text messages as voice calls†
•* Merrill Lynch Q3-2009/CTIA 2010 † Nielsen Q4-2008/10 ‡ Luth Research 2009.
11. Teens text, and so do their parents
parents text twice as
much as they call
12. SMS Recruitment – Data points
70% prefer to inquire via text message
90% response rate = highly engaged
Significant ROI
3 months traditional method followed by 3 months with text messaging
• Cost per Response decreased by 15%
• Cost per Referral decreased by 32%
• ROI > 650%
OmniScience Mobile
13. 100%
80%
60% Call
40% Center
20% Text
0% Messaging
Day 1
Day 2
Day 3
60% of those who use SMS are referred
“I contacted a subject who responded by text message and it
went great! She is scheduled for a visit within the week.” study
coordinator within 2 hours of receipt
“…it was very easy to maneuver.” anonymous patient
18. Mobile Apps for Recruitment Have Limitations
• Limited Reach
– Smartphones only
– Used by only 36% of US mobile subscribers / 14% international subscribers
• Expensive
– software app must support all major platforms: iOS, Android, Windows, RIM,
Nokia
– significant cost for development & maintenance
• Highly Inefficient as Direct Response option – Promotional
materials driving traffic to an app there are too many steps:
1. Go to your phone’s app store
2. Find our app
3. Download it
4. Figure out where the app is on your phone
5. Click on the app to learn more about this study
19. Reference Apps Don’t Really Generate Referrals
Clinical Trials Mobile app
Who will take the time to find this app and use it to search
for clinical trials?
21. The Good and the Bad
• Inexpensive
• Only work for smartphone users
• Few have incorporated QR scanning into behavior
• Execution is tricky
– You can’t remember a QR code and ‘text’ it later
– Challenging for outdoor advertising
21
22. The Ugly
• No cell signal in NYC
subway
• Creative design blocks
code
24. San Francisco General Hospital
Recruitment Pilot
• Investigators want to extend their reach
• 1 year pilot program for 10 studies
– 24/7 staffed phone line
– Weekly craigslist posting
– Outgoing calls to follow-up as needed
• Outcomes
– 692 volunteers (validated unique)
– 25% contacted for screening visits
– BMI was most beneficial data field for search criteria
25. Airway Clinical Research Center
Asthma Recruitment Database
• Local disease-
specific database
• Used as recruitment
protocol/registry
– Characterize asthma
severity
– Recruit for current studies
real-time
– Register for contact
regarding future studies –
already prequalified
•UCSF Airway Clinical Research Center (ACRC)
26. Recruitment Trends by County
San Francisco 52%
Alameda 16%
San Mateo 11%
Contra Costa 7%
Santa Clara 4%
Marin 3%
Sonoma 2%
Solano 1%
•UCSF Airway Clinical Research Center (ACRC)
29. Planning & Budgeting
Screen Failure Rate
Budget for the unexpected
Design revisions
Increased production & shipping costs over time
Protocol revisions impacting recruiting
methods/materials
30.
31. Implementing the Plan
Staged approach Communication Plan
Sponsor/Site Staff
Multiple
Primary contacts
simultaneous
Secondary contacts
advertising efforts
Plan on changing Identify screening
your plan – analyze appointment
relatively often schedule workflow,
tools and conflicts
32. Ensuring High-Quality Participants
Start by casting a wide net
Think about a wide number of things or people when choosing the
thing or person you want*
Don’t skip the prescreening step
Ask the right questions at the right stage of
the recruitment process
*Idioms by The Free Dictionary
33. Monitoring Progress
Set realistic expectations up front
Identify benchmarks for success/failure
Simple tracking tools go a long way
Receiving logs & reports is not enough –
they have to mean something and be
actionable
35. Create a centralized service to facilitate the enrollment of research
participants into UCSF clinical studies
Assume a large part of the burden of recruitment efforts
Provide expertise in recruitment materials development
Ensure materials meet regulatory guidelines and requirements
Offer an economy of scale for many recruitment activities
Use established vendor relationships
Increase the volume of high quality volunteers
Facilitate a wider catchment and more robust networks
36. Recruitment Analysis and Planning
Robust recruitment plan
Analysis of recruitment landscape
Protocol complexities, procedures, SOC
Competing studies
Geographic/demographic population
Marketing & Outreach methodologies
Suggested strategies
Timelines
Budgets for suggested strategies
37. Cohort ID and Direct Mail
Identify cohorts from inpatient medical
records (UCare and ThREDS)
ICD-9 codes
Demographics
CHR modification
Coordinate data extract services from ARS
Print and mail direct mail letters to cohort