Using IVRS in Clinical Trial Management

Size: px
Start display at page:

Download "Using IVRS in Clinical Trial Management"

Transcription

1 Using IVRS in Clinical Trial Management Bill Byrom Interactive voice response systems can work for project managers as an inventory management tool, a real-time project information tool, and a subject recruitment tool. The industry s drive to bring new drugs to market faster with less financial risk is increasing the number of challenges clinical trials face. At the same time, individual studies have become more complex, involving greater geographical coverage and higher numbers of subjects and study sites. This growth adds significant logistical complexity that the study team must manage. Many pharmaceutical companies are routinely applying technological solutions to simplify study management processes and maintain up-to-date study management information. By providing automated logistics management, drug supply savings, and realtime project information, interactive voice response (IVR) systems can provide a sophisticated method of optimizing and managing the clinical drug supply chain in clinical trials. More recently, IVR has been employed in combination with direct advertising for trial participants to accelerate subject recruitment, a process often difficult to control and a common cause of unplanned study delays. This article overviews the use of IVR in clinical study management, and considers the benefits of integration of IVR with other study management solutions and applications. IVR systems use the telephone as a means of inputting data. Prerecorded prompts that list the various options available or that request responses to particular questions are played for the user. Data are entered and written to the underlying databases by using the telephone touchtone keypad. An IVR system can improve the management of the medication supply chain, but it requires changing the way medication is packed and labeled. Automating study medication management using IVR In an IVR system, medication packs are uniquely numbered not by subject number, but by medication pack number. Any pack can be assigned to any subject within the same treatment group. Rather than containing the entire medication supply for an individual subject within a pack, optimal application of this approach involves packing medication in packs sufficient to treat a subject for a complete dispensing interval. Because complete dispensing units may be allocated to other subjects in the same treatment group, using IVR can reduce wastage of medication that would traditionally occur when a subject withdraws from the study. Dispensing medication and maintaining stock at site. Figure 1 illustrates how an IVR system is used to dispense medication packs to subjects, and how to maintain appropriate stock levels at site. This figure depicts the three main interaction locations the IVR inventory database, the drug distribution depot (usually either a pharmaceutical company or an external packing and distribution agency), and the study site. When a subject seeking medication arrives at a site, 36 APPLIED CLINICAL TRIALS actmagazine.com October 2002

2 Drug distribution depot Update inventory Automated electronic communication 5 Consignment details 4 Consignment request Figure 1. Medication dispensing and automated site inventory control using IVR. the investigator or site coordinator makes a toll-free call into the IVR system, indicating that he or she wishes to dispense medication and identifying the subject who requires the medication. The system then reports back the medication pack number that should be dispensed to that subject, with reference to the known inventory of stock held at that site. An automated fax or confirms this information. One of the benefits of using a computerized system to control the dispensing of medication is being able to maximize the use of the study supplies by allocating packs in expiry date order. After medicine has been dispensed, the involvement of the site staff is finished. Consider the following scenario as an example, however. The IVR system dispenses the current medication pack, identifies that the stock at the site for that treatment has fallen to a predefined minimum level (trigger level), and sends an electronic request to the drug distribution depot for a consignment of additional supplies to be sent to the site. This request lists the number of packs of each treatment that should comprise the consignment. Sometimes the IVR system will dictate the pack numbers that should be sent; other times the drug distribution depot will report back electronically which pack numbers were issued in the consignment. Next, the medication is shipped to the site, where the site coordinator or pharmacist makes another call into the IVR system to register the consignment s arrival. Missing or damaged packs can be identified during this call, possibly triggering an additional consignment. Finally the IVR database updates the study site inventory to include the new packs that are then available for dispensing to future clinical trial subjects. This example shows how the IVR system can help dispense medication, and how site inventories can be managed using a simple trigger and resupply process. Clearly, only sites using their medication supplies by enrolling subjects will meet their trigger levels and be resupplied thus the trial medication is targeted only to where it is required by the study. Other, more sophisticated algorithms for medication supply management exist. 1,2 The IVR approach not only The IVR database contains precise information about the whereabouts of every package of medication assigned to the study. IVR inventory database 6 Shipment limits wastage in medication due to subject withdrawals, it also focuses trial supplies to active sites limiting wastage traditionally resulting from preloading all study sites with quantities of medication before their recruitment performance is known. Using Physical shipment Telephone communication via IVR 1 Re-dispense call 2 Pack number 7 Notification call: arrival/ damaged packs Figure 2. Real-time drill-down Web reports of IVR tracking data. 3 Stock levels fall to trigger level Study site 8 Update list of available packs IVR makes possible additional savings in medication by pooling medication supplies across more than one protocol that share common treatment groups. This pooling of supplies can enable studies to commence in parallel when insufficient medication is available up front to supply each study. IVR as a real-time project information tool. In controlling randomization and medication dispensing, the IVR database represents a real-time record of the study s status. Making this information available to the project manager provides a powerful study management tool. In large multinational studies, maintaining accurate and upto-date study progress information can be difficult. A real-time Web report (Figure 2) provides this information instantly without Level 1. Study level summary Country breakdown Number of approved centers Number of active centers Number of subjects recruited Level 2. Country level summary Site breakdown Date site approved Activity window First subject entered date Last subject entered date Number of subjects recruited Level 3. Site level summary Subject breakdown Subject number Date of birth Date randomized Date of subsequent visits Medication packs assigned Withdrawn/completed October 2002 actmagazine.com APPLIED CLINICAL TRIALS 37

3 the limitations of awaiting a site contact or monitoring visit. In simple form, the IVR database may provide up-to-the-minute information on the number of subjects randomized, picking up medication, withdrawing from, and completing the study. The activity of individual centers can be presented giving dates of first and last subjects randomized, and total number recruited, for example and are helpful in decision making regarding whether to close or maintain individual study sites. More complex systems may summarize screening data, present screening failure rates and reasons for failure, and automatically inform sites when screening should stop so that the target number of randomized subjects is achieved without significant over-recruitment. Reduction of overrecruitment represents one of the major potential cost savings an IVR system can offer, often exceeding savings in medication overage. 3 In addition to subject tracking and progress reports, the IVR database contains precise information regarding the whereabouts of every pack of medication assigned to the study. Similar reports to those above can be used to track the packs available for use in the inventories of the main depot, local depots, and individual study sites. In addition, these reports can be used to identify the location of packs by production batch, thus facilitating, for example, the management of expiry date relabeling activities or batch recall. In studies requiring production runs throughout the study, the IVR data on overall medication pack usage and (unblinded) pack usage by treatment group can be used to forecast both the timing and content of future production runs. The observed recruitment and withdrawal rates and the known medication usage requirements of existing subjects across the entire study can be used to predict future usage and demand for supplies. Combined with knowledge of the leadtimes involved in production and also packing and labeling activities, this information can be used to predict both the date at which current supplies will be insufficient to supply the study, and the date at which production runs should commence, to be sure of meeting the IVR has been used to collect subject-recorded data, both in prequalification activities during the recruitment period and during the study. future study demands. These bespoke reports can be an invaluable aid to the study managers within the drug supplies team. Region 1 Site 1 Regional advertising Region 2 Region 3 Toll-free access IVR System Subject consent Eligibility assessment Site 2 Site 3 Eligible subjects IVR System Record subject contact details.wav/other files Web report/ access/ transcription report Subject contact details Region 4 Site 4 Individual sites served subject contact details Figure 3. Recruitment of potential subjects: from advertisement to study site clinical assessment. Using IVR in subject recruitment Efficient recruitment campaigns can be carried out using advertising and IVR. Collecting subject-recorded data via IVR systems. Subject recruitment is often difficult to control, and techniques able to reduce recruitment time are of great value to many studies. Although IVR systems are traditionally used to perform randomization, emergency code-break, and medication supply management, they have been used more recently to collect subject-recorded data, both during the study and in the study prequalification activities during the recruitment period. The key benefits of IVR use in subject data collection center around real-time data access and having a centrally held database and application. 4,5 Real-time data access means, for example, that subject compliance in making diary entries can be assessed prior to clinic visits. In the event of a subject failing to make a scheduled diary entry, the IVR system can generate an automatic alert to inform the study site or trained telephone callers to contact the subjects and encourage their future compliance. The main advantages of the application and database being held centrally are twofold. First, data are not held locally and so cannot be lost by the subject. Second, midstudy changes to the diary itself can be simply and quickly administered. Advertising and IVR. In subject recruitment, IVR represents a cost-effective prescreening method that can be used alone or in combination with a call center. Advertising for participants for clinical trials is commonplace in the United States and possible in many other countries, although the nature of advertising in other countries may be quite different from that permitted in the United States. Many pharmaceutical companies are realizing the benefits of using subject recruitment firms to speed up the enrollment period and make it more predictable. Through IVR, subjects responding to an advertisement can telephone a toll-free number and answer a series of questions to determine their potential eligibility to participate. IVR can be used either to deliver very complex prescreening interviews, such as the assessment of depression severity, 6 or more simple prequalification questionnaires designed to assess key disease and inclusion criteria. Previous studies have shown that this approach significantly reduces both the recruitment period compared to conventional clinic referrals, and also the screening failure rate among subjects attending clinical screening visits. 7 Figure 3 illustrates how the process might be implemented in practice. Potential subjects respond via a toll-free telephone number to an advertisement placed in local media normally newspaper, radio, or clinic leaflets. The process for selection to attend a screening visit, the 38 APPLIED CLINICAL TRIALS actmagazine.com October 2002

4 CTMS EDC DSMS New study site details Site contact detail amendments New subject enrolled/withdrawn/completed Site medication inventories Subject tracking data Subject withdrawal Subject completion Randomization data Dose adjustment/calculation data New subject enrolled New study site Randomization number Medication pack number(s) IVR diary data Dispatch notification Additional pack lists Expiry date updates New study site/details Consignment requests Figure 4. Integrated study management solution. type of information the subject will be asked to provide, and how the information will be used are explained to the subject, and his or her consent to continue is sought. The system then runs through a sequence of questions to assess potential eligibility to participate in the study. Those passing the prequalification process are asked to record their contact details, which are then passed to the closest study site so that a clinical screening assessment can be arranged. Those failing can be given information about how to seek further advice about their condition. Used in this way, an IVR system should also be configured to determine the type of advertisement to which each caller responded, making it possible to obtain real-time information regarding the number and quality of contacts generated from each advertising medium. This information can be used to focus future studyadvertising efforts. IVR is an alternative or combination solution to a staffed call center, and may represent a highly cost-effective and simple-to-apply option, particularly in New subject enrolled EDC CTMS New study site Medication pack dispensed DSMS multinational studies requiring multilingual capabilities. Integrated trial management solutions IVR can be used as a central component of an integrated study management and clinical data collection solution. In addition to IVR, clinical project managers use a variety of software tools, databases, and ad hoc solutions to assist study management. Within a large pharmaceutical company, the clinical team may use one or more solution, the drug supplies team another, and the project planning team yet another. Each represents an independent island of information that requires updating as information changes. The true benefits of all these systems are realized when they are integrated in such a way that the most up-to-date information is shared and accessible by each. Some of the data contained within an IVR system is the most current, up-to-date information about the clinical trial. IVR databases also share much information with other solutions that are also in place to assist trial management. Integration can enable the sharing of information between each application and IVR, and also indirectly between all solutions, using IVR as the information management hub. Integration with CTMSs. Many pharmaceutical companies use clinical trial management systems (CTMSs) as the main source of information regarding their studies. These may contain recruitment and withdrawal information for each site, details of each site, drug inventory levels at each site, monitoring reports, and other information. Updated as more information becomes available, these systems provide regular progress reports for the study manager. The IVR database contains a real-time snapshot of information regarding subject tracking, as opposed to the CTMS, which requires manual update from the clinical research associates following monitoring visits and telephone contacts with sites. Integrating these databases is possible, so that, for example, after a randomization call into the IVR system, the details are written to the IVR database and immediately copied into the CTMS database, even when the two databases reside on geographically remote servers in different organizations (IVR systems are often hosted by external service providers, whereas CTMSs may be in-licensed by the pharmaceutical company). As illustrated in Figure 4, real-time data residing in the IVR system that can autopopulate the CTMS includes new subject enrollments, subject withdrawals, subject completions, the activity status of sites, and details of the medication inventory held at each site. Clinical trial management systems often contain the most up-to-date information regarding the contact details for each site and investigator. These data are required by the IVR system when sending consignment requests to resupply sites, or confirmatory fax or notifications to investigators following randomization or dispensing events. In a similar way, changes to contact information within the CTMS, including the setup of new study sites, can be copied directly into the IVR database, removing the requirement to continually ensure that each database contains identical information. Integration with DSMSs. Pharmaceutical company drug supply groups and drug distribution CROs employ software solutions to manage the packing, labeling, and 40 APPLIED CLINICAL TRIALS actmagazine.com October 2002

5 distribution of supplies for each study. Consignment requests issued by IVR systems are often manually entered into these drug supply management systems (DSMSs). In an integrated environment, the IVR consignment request would be automatically written into the DSMS database, automatically triggering the actions required to dispatch the consignment. When a consignment is dispatched, the DSMS can inform the IVR system, which will assist in the tracking of consignments between depot and site. In addition, updates to the study pack list resulting from additional production runs or expiry date extensions can automatically populate the IVR system, reducing the requirement to maintain two identical databases. Based upon the real-time usage of medication in the study, the IVR system will be able to feed back the data useful in optimizing the timing and content of future production runs. Integration with EDC. Electronic data capture (EDC) systems provide the means to capture, report, and interrogate clinical data collected at study sites more rapidly than by traditional, completely paper-based means. Being sitefocused, EDC systems do not have the functionality to perform the complex central randomization and medication supply management that IVR systems deliver. The ability to combine this wider study management functionality provided by IVR with EDC provides a powerful solution. Much of the functionality performed over the telephone can also be performed via a Web interface to the IVR application. This enables users to perform randomization and medication dispensing via the telephone or via a Web form, for example, depending on which is most convenient. Web application makes integration with EDC more seamless from an end-user viewpoint, but in either case the sharing of information between databases is key. New subjects enrolled in the EDC system can create database records within the IVR database. At randomization, clinical data important in the randomization or dose calculation can be copied from EDC to IVR databases, and subject number and medication pack number information copied back into the electronic case report forms (ecrfs). Diary data collected using IVR can automatically feed the ecrfs. Ultimately all study data and IVR can be used as a central component of an integrated study management and clinical data collection solution. study management information can be reported and interrogated through the same channel. Three-dimensional integration. With these two-system integrations in place, it is possible for information created in a single solution to populate all other solutions using the IVR database as a conduit. As illustrated in Figure 4, for example, a new site created within the CTMS could create a new record within the IVR database, which itself could trigger the identical record to be created in the other solution databases. Alternatively, a new subject enrolled for screening within the EDC system could create a corresponding record within the IVR system that itself would feed the CTMS with updated subject recruitment progress data. A valuable tool Interactive voice response systems represent a valuable tool to the clinical study manager. Medication management and randomization using IVR provides a vital source of up-to-date and accurate study progress information. In addition, automation of site and depot inventory control and drug supply forecasting removes much of the complexity and management resource from the logistics of maintaining supplies for a clinical trial. In addition to qualitative benefits, IVR provides quantitative benefits, both in terms of savings in drug supply requirements and by limiting the additional cost of over-recruiting. By assuring that targeted timelines are met, IVR in combination with advertising for study participants can be useful in shortening the study recruitment period when used as a prequalification tool, and in reducing the cost of screening failures. Integration with other key trial management and data capture systems is a major area of future development. The efficiencies and power that can be gained by having a single source of data, and by sharing information between systems and solutions in an informative way, ensures that all study team members have access to the most up-to-date information. The inherent redundancy involved in maintaining systems that share a degree of common data is reduced. Through effective integration, the true power of all study management applications can be realized. References 1. N. Dowlman, Intelligent Medication Management Using IVR to Optimise the Drug Supply Process, Pharmaceutical Manufacturing and Packing Sourcer, Summer 2001, Bill Byrom, Managing the Medication Supply Chain Process Using Interactive Voice Response Systems, Life Science Today, February 2002, N. Dowlman, The Cost Benefits of Using IVR Systems in the Supply Chain, Pharmaceutical Manufacturing and Packing Sourcer, Autumn 2001, M. Camilleri et al., Efficacy and Safety of Alosetron in Women with Irritable Bowel Syndrome: a Randomized, Placebo-Controlled Trial, The Lancet, 355: (2000). 5. Bill Byrom, Collecting Data Electronically from Patients, Pharmaceutical Physician, 12: (2001). 6. K. Kobak et al., Computer Assessment of Depression: Automating the Hamilton Depression Rating Scale, Drug Information Journal, 34: (2000). 7. Bill Byrom, Practical Experience of Using Interactive Voice Response Systems as a Tool to Accelerate Patient Recruitment in Clinical Trials, presented at the DIA Annual European Meeting, Basel, 5 8 March Bill Byrom, PhD, is product development manager for ClinPhone Group Ltd., Lady Bay House, Meadow Grove, Nottingham, UK, , fax , info@clinphone.com. 42 APPLIED CLINICAL TRIALS actmagazine.com October 2002

Understanding When to Employ IVR and IWR independently or in Combination

Understanding When to Employ IVR and IWR independently or in Combination Understanding When to Employ IVR and IWR independently or in Combination Scott C. Wong Sr. Systems Analyst, IVRS Central Management Global Investigational Materials Supply Chain Celgene Agenda What are

More information

How to Utilize an IVRS for Efficient Management of Clinical Supplies

How to Utilize an IVRS for Efficient Management of Clinical Supplies How to Utilize an IVRS for Efficient Management of Clinical Supplies Scott C. Wong IVRS Senior Systems Analyst Investigational Material Supply Chain Celgene Corporation Objective Provide a basic understanding

More information

Best Practice Approaches to Improving Clinical Supply Chain Management. Matthew Do Client Development Lead Almac Pharmaceutical Services

Best Practice Approaches to Improving Clinical Supply Chain Management. Matthew Do Client Development Lead Almac Pharmaceutical Services Best Practice Approaches to Improving Clinical Supply Chain Management Matthew Do Client Development Lead Almac Pharmaceutical Services A variety of challenges complicate trial supply management Multiple

More information

AGILE RANDOMIZATION AND TRIAL SUPPLY MANAGEMENT SOLUTIONS: A RECIPE FOR SPEED, SIMPLICITY AND SERVICE

AGILE RANDOMIZATION AND TRIAL SUPPLY MANAGEMENT SOLUTIONS: A RECIPE FOR SPEED, SIMPLICITY AND SERVICE WHITE PAPER AGILE RANDOMIZATION AND TRIAL SUPPLY MANAGEMENT SOLUTIONS: A RECIPE FOR SPEED, SIMPLICITY AND SERVICE Randomization is fundamental to clinical trials it enables treatment group balance, eliminates

More information

ORACLE HEALTH SCIENCES INTERACTIVE RESPONSE TECHNOLOGY (IRT)

ORACLE HEALTH SCIENCES INTERACTIVE RESPONSE TECHNOLOGY (IRT) ORACLE HEALTH SCIENCES INTERACTIVE RESPONSE TECHNOLOGY (IRT) KEY BENEFITS FOR CLINICAL OPERATIONS Increase efficiency and safety in clinical supply chains with sophisticated algorithms and an easyto-use

More information

Optimizing the Clinical Trial Supply Chain

Optimizing the Clinical Trial Supply Chain white paper Optimizing the Clinical Trial Supply Chain Ensuring the right items arrive in the right place, in the right quantity, at the right time and within budget. Testing out new medicines around the

More information

Minimize overspend by gaining visibility of total demand

Minimize overspend by gaining visibility of total demand Minimize overspend by gaining visibility of total demand Patti Seymour 9th Annual Clinical Trials Supplies and Packaging October 10-12, 2011 BioProcess Technology Consultants www.bptc.com Supply and Demand

More information

Introduction. VP, Sales in a Global Courier Company

Introduction. VP, Sales in a Global Courier Company ARTICLE AUGUST 2014 Abstract: Impact analysis of Just in Time packaging and labeling on clinical supply chain Clinical supply chain is in intense pressure for better management due to factors like globalization

More information

Developing a Strategy to Optimize Clinical Trial Supplies

Developing a Strategy to Optimize Clinical Trial Supplies Developing a Strategy to Optimize Clinical Trial Supplies Medidata and other marks used herein are trademarks of Medidata Solutions, Inc. All other trademarks are the property of their respective owners.

More information

Balancing Risk and Costs to Optimize the Clinical Supply Chain A Step Beyond Simulation

Balancing Risk and Costs to Optimize the Clinical Supply Chain A Step Beyond Simulation J Pharm Innov (2009) 4:96106 DOI 10.1007/s12247-009-9063-5 CASE REPORT Balancing Risk and Costs to Optimize the Clinical Supply Chain A Step Beyond Simulation Chedia Abdelkafi & Benoît H. L. Beck & Benoit

More information

An information platform that delivers clinical studies better, faster, safer and more cost effectively

An information platform that delivers clinical studies better, faster, safer and more cost effectively An information platform that delivers clinical studies better, faster, safer and more cost effectively Powering Process & Performance Proactively manage study start-up and execution Risk profile new sites

More information

Interactive Response Technologies

Interactive Response Technologies Interactive Response Technologies Increasing accuracy and efficiency in clinical trials To increase the accuracy and efficiency of conducting your global clinical trials, ICON s Interactive Response Technologies

More information

Equipping your Forecasting Toolkit to Account for Ongoing Changes

Equipping your Forecasting Toolkit to Account for Ongoing Changes Equipping your Forecasting Toolkit to Account for Ongoing Changes Presented by: Roger Parlett Supply Chain Manager January 23, 2014 Overview Forecast Set-up Objectives of Creating a Forecast Identify Critical

More information

Streamlining clinical trial supply management

Streamlining clinical trial supply management Life Sciences Clinical Trial Supply Management Streamlining clinical trial supply management Driving faster, more effective clinical trials In this white paper A critical step of the development chain:

More information

Adoption by GCP Inspectors Working Group for consultation 14 June 2011. End of consultation (deadline for comments) 15 February 2012

Adoption by GCP Inspectors Working Group for consultation 14 June 2011. End of consultation (deadline for comments) 15 February 2012 10 December 2013 EMA/INS/GCP/600788/2011 Compliance and Inspection Reflection paper on the use of interactive response technologies (interactive voice/web response systems) in clinical trials, with particular

More information

Clinical Trial Management Software

Clinical Trial Management Software Clinical Trial Management Software For single-site and multi-site organizations, Maptrial is a cloud-hosted clinical trial management system (CTMS) designed to track the operational data of clinical trials

More information

REDUCING THE RISKS INHERENT IN EMERGENCY MEDICAL CONTACT AND UNBLINDING

REDUCING THE RISKS INHERENT IN EMERGENCY MEDICAL CONTACT AND UNBLINDING white paper REDUCING THE RISKS INHERENT IN EMERGENCY MEDICAL CONTACT AND UNBLINDING All sides agree that patient safety is paramount in the conduct of clinical trials. While focused on patient safety,

More information

Transforming study start-up for optimal results

Transforming study start-up for optimal results Insight brief Transforming study start-up for optimal results A holistic, data-driven approach integrating technology, insights and proven processes to position clinical trials for ultimate success Up

More information

IXRS Interactive Voice and Web Response System. MTN Annual Meeting ASPIRE Trial

IXRS Interactive Voice and Web Response System. MTN Annual Meeting ASPIRE Trial IXRS Interactive Voice and Web Response System MTN Annual Meeting ASPIRE Trial Presenter: Tracie DiPasquale Materials Planning and Supply Chain Lead MTN Regional Meeting: 3-October-2012 Overview Introduction

More information

Using Cloud-Based Technologies in Clinical Trials by Niki Kutac, Director, Product Management

Using Cloud-Based Technologies in Clinical Trials by Niki Kutac, Director, Product Management White Paper Using Cloud-Based Technologies in Clinical Trials by Niki Kutac, Director, Product Management Technology has transformed industries, from music to medicine. Advances in data availability and

More information

Patient Recruitment: Tools for Success. The CTMS Solution

Patient Recruitment: Tools for Success. The CTMS Solution Patient Recruitment: Tools for Success The CTMS Solution By Forte Research Systems Software to fit your clinical research needs CTMS solutions for research sites, multi-site trials, SMOs, academic research

More information

Roadmap for study startup

Roadmap for study startup How-To Guide Roadmap for study startup Deploying Adobe technology to automate clinical study startup procedures Section 1: Introduction and overview 2 1.1 Introduction 2 1.2 Overview of the clinical study

More information

Areté Inc. Avail Fact Sheet. Production Scheduling. Syrup Scheduling. Raw Material Scheduling

Areté Inc. Avail Fact Sheet. Production Scheduling. Syrup Scheduling. Raw Material Scheduling Areté Inc. Avail Fact Sheet Avail is an integrated suite of Supply Chain planning tools created to work within the beverage industry. Avail is the latest in a long line of proven Areté products that have

More information

Clinical Supply Chain Management - Technologies such as IVRS, CTMS, EDC and RFID Enhance Drug Supply Management

Clinical Supply Chain Management - Technologies such as IVRS, CTMS, EDC and RFID Enhance Drug Supply Management Brochure More information from http://www.researchandmarkets.com/reports/2226324/ Clinical Supply Chain Management - Technologies such as IVRS, CTMS, EDC and RFID Enhance Drug Supply Management Description:

More information

MSD Supply Chain Programme Strategy Workshop

MSD Supply Chain Programme Strategy Workshop MSD Supply Chain Programme Strategy Workshop Day 2 APPENDIX Accenture Development Partnerships Benchmarking MSD s Current Operating Supply Chain Capability 1.0 Planning 2.0 Procurement 3.0 Delivery 4.0

More information

ClinPlus. Clinical Trial Management System (CTMS) Technology Consulting Outsourcing. Expedite trial design and study set-up

ClinPlus. Clinical Trial Management System (CTMS) Technology Consulting Outsourcing. Expedite trial design and study set-up Technology Consulting Outsourcing ClinPlus Clinical Trial Management System (CTMS) Expedite trial design and study set-up Efficiently collect and manage patient and trial administration data Benefit from

More information

Clinical Supply Chain Management Driving Operational Performance

Clinical Supply Chain Management Driving Operational Performance Clinical Supply Chain Management Driving Operational Performance July 2010 PwC Your presenters EER1 Ellen Reilly Managing Director Pharma & Life Sciences Advisory Services 400 Campus Drive Florham Park,

More information

Simulation-based Optimization Approach to Clinical Trial Supply Chain Management

Simulation-based Optimization Approach to Clinical Trial Supply Chain Management 20 th European Symposium on Computer Aided Process Engineering ESCAPE20 S. Pierucci and G. Buzzi Ferraris (Editors) 2010 Elsevier B.V. All rights reserved. Simulation-based Optimization Approach to Clinical

More information

CLINICAL DEVELOPMENT OPTIMIZATION

CLINICAL DEVELOPMENT OPTIMIZATION PAREXEL CLINICAL RESEARCH SERVICES CLINICAL DEVELOPMENT OPTIMIZATION Enhancing the clinical development process to achieve optimal results ADVANCED TECHNOLOGY COMBINED WITH INTELLIGENT THINKING CAN HELP

More information

Sage CRM Focused Sales Management

Sage CRM Focused Sales Management Sage CRM Focused Sales Management Equipping your sales team with the complete customer information and the necessary tools to enable them to do their job effectively is very important. Sage CRM empowers

More information

IDIS CLINICAL TRIAL PROCUREMENT STRATEGIES. A trusted source for all of your global comparator needs

IDIS CLINICAL TRIAL PROCUREMENT STRATEGIES. A trusted source for all of your global comparator needs IDIS CLINICAL TRIAL PROCUREMENT STRATEGIES A trusted source for all of your global comparator needs WHAT YOU NEED, WHEN YOU NEED IT We typically source over 90% of comparators directly from the manufacturers

More information

Add a new perspective to your supply chain management.

Add a new perspective to your supply chain management. STATUS: 500 UNITS PRODUCTION "PART A-507" DEPARTED ETA LAX10:00 LOCAL PRODUCTION DATE: CONFIRMED Add a new perspective to your supply chain management. 360 visibility. Active control. Moving at the speed

More information

Reflection paper on the Use of Interactive Response Technologies (Interactive Voice/Web Response Systems) in Clinical Trials

Reflection paper on the Use of Interactive Response Technologies (Interactive Voice/Web Response Systems) in Clinical Trials 1 2 3 5 August 2011 EMA/INS/GCP/600788/2011 Compliance and Inspection 4 5 6 7 Reflection paper on the Use of Interactive Response Technologies (Interactive Voice/Web Response Systems) in Clinical Trials

More information

4 Key Tools for Managing Shortened Customer Lead Times & Demand Volatility

4 Key Tools for Managing Shortened Customer Lead Times & Demand Volatility ebook 4 Key Tools for Managing Shortened Customer Lead Times & Demand Volatility 4 Key Tools for Managing Shortened Customer Lead Times & Demand Volatility S U P P L Y C H A I N Content Introduction Tool

More information

datalabs edc REvolutionizing clinical data management

datalabs edc REvolutionizing clinical data management datalabs edc REvolutionizing clinical data management Since 2002, the DataLabs EDC solution has been helping many biopharmaceutical sponsors, clinical research organizations (CROs) and medical device manufacturers

More information

ORACLE CLINICAL. Globalization. Flexibility. Efficiency. Competition ORACLE DATA SHEET OVERVIEW ROBUST CLINICAL DATA MANAGEMENT SOLUTION

ORACLE CLINICAL. Globalization. Flexibility. Efficiency. Competition ORACLE DATA SHEET OVERVIEW ROBUST CLINICAL DATA MANAGEMENT SOLUTION ORACLE CLINICAL OVERVIEW ROBUST CLINICAL DATA MANAGEMENT SOLUTION Smoothly transition from paper to EDC trials Annotated CRFs provides an intuitive means of creating submission-ready annotations Improved

More information

Clinical trials management systems - a review

Clinical trials management systems - a review Clinical trials management systems - a review A fully functional clinical trials management system (CTMS) can help ensure that clinical activities are carried out in line with time and cost schedules.

More information

Electronic Health Records

Electronic Health Records What Do Electronic Health Records Mean for Our Practice? What Are Electronic Health Records? Electronic Health Records (EHRs) are computer systems that health & medical practices (including mental health

More information

Focused sales management

Focused sales management Focused sales management Make the most of every sales opportunity Sage CRM directs your sales efforts toward the most profitable, most winnable deals and helps you make the most of cross-selling and upselling

More information

Full-Service EDC as an Alternative to Outsourcing

Full-Service EDC as an Alternative to Outsourcing Full-Service EDC as an Alternative to Outsourcing The lifeblood of the entire drug development process is information. Of that information, some of the most challenging, expensive, and unpredictable information

More information

Quality Monitoring Checklist

Quality Monitoring Checklist Quality Monitoring Checklist Instructions: For each task below, the Quality Monitor indicates in the appropriate column if the Monitor accomplished the task by using the following codes Yes No N/A = Monitor

More information

Business Value Guide CLINICAL TRIAL FORECASTING A WEB-BASED PERFORMANCE MANAGEMENT APPLICATION

Business Value Guide CLINICAL TRIAL FORECASTING A WEB-BASED PERFORMANCE MANAGEMENT APPLICATION Business Value Guide CLINICAL TRIAL FORECASTING A WEB-BASED PERFORMANCE MANAGEMENT APPLICATION CLINICAL TRIAL FORECASTING HELPS COMPANIES BETTER ANTICIPATE RESOURCE AND EXPENDITURE NEEDS TO OPTIMIZE INVESTMENT

More information

PHASE IIB III. inventivhealthclinical.com

PHASE IIB III. inventivhealthclinical.com PHASE IIB III inventivhealthclinical.com 1 Table of Contents OVERVIEW 02 DATA DRIVEN, COST EFFECTIVE SOLUTIONS Feasibility Studies 03 Investigator Recruitment and Site Management 03 Patient Enrollment

More information

Logistics. Drug Pooling in the Clinical Trial Supply Chain

Logistics. Drug Pooling in the Clinical Trial Supply Chain Drug Pooling in the Clinical Trial Supply Chain Abstract Global clinical trials require efficient and robust supply chain which can bring more transparency and can introduce risk mitigation strategies.

More information

Integrated Supply Chain Solutions for. Life Science Industry. Consider It Delivered

Integrated Supply Chain Solutions for. Life Science Industry. Consider It Delivered Integrated Supply Chain Solutions for Life Science Industry Consider It Delivered Business Profile With an Irish Medicines Board (IMB) approved Wholesalers Authorisation for its warehousing operation,

More information

Today, the Cisco Enterprise B2B team has created automated and standardized processes in the following areas:

Today, the Cisco Enterprise B2B team has created automated and standardized processes in the following areas: How Cisco Enables Electronic Interactions with Sales, Manufacturing, and Service Partners Business-to-business drives productivity, growth, and an improved customer experience. Cisco IT Case Study/Business

More information

EHR4CR ENABLING PROACTIVE RESEARCH

EHR4CR ENABLING PROACTIVE RESEARCH EHR4CR ENABLING PROACTIVE RESEARCH Neelam Patel Neelam Consulting Electronic Health Records for Clinical Research 76 Why change how I currently operate? To more visible to the clinical trial community

More information

Most recent research on clinical trials

Most recent research on clinical trials Reprinted from PHARMACEUTICAL ENGINEERING The Official Magazine of ISPE July/August 2012, Vol. 32 No. 4 www.pharmaceuticalengineering.org Copyright ISPE 2012 This article presents the R&D supply chain

More information

Technology and Expertise Add Operational Value to Medical Device Trials

Technology and Expertise Add Operational Value to Medical Device Trials Technology and Expertise Add Operational Value to Medical Device Trials Copyright 2015 Medidata Solutions. Medidata Solutions and other trademarks reserved in the US and globally. Medidata and other marks

More information

Practical Applications for Clinical Demand and Operations Planning

Practical Applications for Clinical Demand and Operations Planning Practical Applications for Clinical Demand and Operations Planning Randy Schwemmin Genentech Clinical Demand and Supply Planning Biotech Supply Chain Academy 8 November 2011 Agenda Vision for Clinical

More information

Managing and Integrating Clinical Trial Data: A Challenge for Pharma and their CRO Partners

Managing and Integrating Clinical Trial Data: A Challenge for Pharma and their CRO Partners Managing and Integrating Clinical Trial Data: A Challenge for Pharma and their CRO Partners Within the Pharmaceutical Industry, nothing is more fundamental to business success than bringing drugs and medical

More information

ERP for Food Manufacturing

ERP for Food Manufacturing WHITE PAPER ERP for Food Manufacturing ABSTRACT The food industry involves the commercial movement of food from field to fork. The modern food industry is the result of technological and cultural changes

More information

Veterinary Practice Management

Veterinary Practice Management Veterinary Practice Management Inventory Management for Veterinary Practices Although it plays a critical role in any business, inventory management is a task that is often handled ineffectively in veterinary

More information

End to end Clinical Trial Supply Management with SAP

End to end Clinical Trial Supply Management with SAP End to end Clinical Trial Supply Management with SAP by Infosys Lodestone CTSM is a leading factor in conducting clinical studies. Table of Contents A Leading Factor in conducting Clinical Studies is the

More information

Empire s Prescription Drug Plan

Empire s Prescription Drug Plan Empire s Prescription Drug Plan Empire s prescription drug program is about more than processing claims and making prescriptions available. It s about looking at each person as an individual. Because we

More information

MICROSOFT DYNAMICS SL. Product Capabilities and Business Ready Licensing Module Guide. Solutions

MICROSOFT DYNAMICS SL. Product Capabilities and Business Ready Licensing Module Guide. Solutions MICROSOFT DYNAMICS SL Product Capabilities and Business Ready Licensing Module Guide Solutions Business Ready Licensing for Microsoft Dynamics SL 2011 For more than 25 years, Microsoft Dynamics SL has

More information

ZETAERP BUSINESS SOFTWARE DEFINED

ZETAERP BUSINESS SOFTWARE DEFINED ERP BUSINESS SOFTWARE DEFINED ZETA ERP Zeta ERP offers the freedom of choice, ease of integration, high performance and reliability that forward-thinking companies rely on to increase profitability and

More information

Endeavour Dynamics Offering

Endeavour Dynamics Offering Endeavour Dynamics Offering Microsoft Dynamics AX 2012 is recognised as a global leading ERP system that supports a single instance strategy for medium to large enterprise companies. Endeavour is proud

More information

A Sales Force Automation Solution by Dj s Outsourcing Pvt. Ltd. Powerpoint Templates Page 1

A Sales Force Automation Solution by Dj s Outsourcing Pvt. Ltd. Powerpoint Templates Page 1 A Sales Force Automation Solution by Dj s Outsourcing Pvt. Ltd. Page 1 About Dj s Outsourcing Providing Business Solutions to Pharmaceuticals & HealthCare research industry, Engineering Sectors Managed

More information

The following is a list of the features available with the managed Intersoft IP Telephony Services.

The following is a list of the features available with the managed Intersoft IP Telephony Services. The following is a list of the features available with the managed Intersoft IP Telephony Services. Call Forwarding When you are not at your desk, be sure not to miss important calls. Forward call to another

More information

INTEGRATED ERP FOR FOOD MANUFACTURING. A Strategic Weapon for a Competitive Environment

INTEGRATED ERP FOR FOOD MANUFACTURING. A Strategic Weapon for a Competitive Environment INTEGRATED ERP FOR FOOD MANUFACTURING A Strategic Weapon for a Competitive Environment A Strategic Weapon for a Competitive Environment INTRODUCTION Today, food manufacturers face significant challenges.

More information

3.8 Operations Management

3.8 Operations Management 3.8 The functional area is intended to provide general support to WIC local agencies and clinics for a variety of activities and provides program management support for the State agency. It automates administrative

More information

Service Lifecycle Management Solutions

Service Lifecycle Management Solutions Service Lifecycle Management Solutions Complete Visibility & Control of Your Service Supply Chain The service landscape is shifting. Customer demands continue to increase. It is no longer enough to just

More information

Seven Must Have ERP Features for Food Manufacturers

Seven Must Have ERP Features for Food Manufacturers Seven Must Have ERP Features for Food Manufacturers Plex Online White Paper At a Glance This paper summarizes the seven features a food or beverage processor must have in its ERP software. Benefits of

More information

BUSTER SYSTEM CLINICAL AND LOGISTIC MANAGEMENT OF DRUGS. Pharmacy Logistics. CONTACT international@gpi.it

BUSTER SYSTEM CLINICAL AND LOGISTIC MANAGEMENT OF DRUGS. Pharmacy Logistics. CONTACT international@gpi.it BUSTER SYSTEM CLINICAL AND LOGISTIC MANAGEMENT OF DRUGS PL Pharmacy Logistics The BUSTER System is a complete solution for the management of drugs in hospitals. The System is composed of both hardware

More information

INTERIM SITE MONITORING PROCEDURE

INTERIM SITE MONITORING PROCEDURE INTERIM SITE MONITORING PROCEDURE 1. PURPOSE The purpose of this SOP is to describe the interim monitoring procedures conducted at Institution, according to GCP and other applicable local regulations.

More information

Serious about safety. Seriously strategic about labeling. If you are serious about safety, you have to be seriously strategic about your labels.

Serious about safety. Seriously strategic about labeling. If you are serious about safety, you have to be seriously strategic about your labels. Serious about safety. Seriously strategic about labeling. If you are serious about safety, you have to be seriously strategic about your labels. 02 Clintrak knows how: Strategically engineered. Quality

More information

Drug Pooling in Clinical Trial Supply Chain

Drug Pooling in Clinical Trial Supply Chain Drug Pooling in Clinical Trial Supply Chain Drug pooling in clinical trial is a process where common IMPs or Non-IMPs are pooled together for similar protocols running at each site followed by pooled distribution

More information

Why Monitoring Is More Than Just SDV

Why Monitoring Is More Than Just SDV Why Monitoring Is More Than Just SDV Medidata and other marks used herein are trademarks of Medidata Solutions, Inc. All other trademarks are the property of their respective owners. Copyright 2013 Medidata

More information

INFO1400. 1. What are business processes? How are they related to information systems?

INFO1400. 1. What are business processes? How are they related to information systems? Chapter 2 INFO1400 Review Questions 1. What are business processes? How are they related to information systems? Define business processes and describe the role they play in organizations. A business process

More information

Five Tips to Achieve a Lean Manufacturing Business

Five Tips to Achieve a Lean Manufacturing Business Five Tips to Achieve a Lean Manufacturing Business Executive Overview Introduction The more successful manufacturers today are those with the ability to meet customer delivery schedules while maintaining

More information

IMP management at site. Dmitry Semenyuta

IMP management at site. Dmitry Semenyuta IMP management at site Dmitry Semenyuta TOP 5 FDA inspections finding 1999-2009 Center of Drug Evaluation and Research (CDER) Failure to follow the protocol Failure to keep adequate and accurate records

More information

Version history Version number Version date Effective date 01 dd-mon-yyyy dd-mon-yyyy 02 dd-mon-yyyy dd-mon-yyyy 03 (current) dd-mon-yyyy dd-mon-yyyy

Version history Version number Version date Effective date 01 dd-mon-yyyy dd-mon-yyyy 02 dd-mon-yyyy dd-mon-yyyy 03 (current) dd-mon-yyyy dd-mon-yyyy Trial name: HOVON xxx yyy Sponsor: HOVON Version history Version number Version date Effective date 01 dd-mon-yyyy dd-mon-yyyy 02 dd-mon-yyyy dd-mon-yyyy 03 (current) dd-mon-yyyy dd-mon-yyyy QRMP authors

More information

msupply Pharmaceutical Supply Chain Software October 2013

msupply Pharmaceutical Supply Chain Software October 2013 msupply Pharmaceutical Supply Chain Software October 2013 Ease-of-use msupply has almost 15 years experience in providing solutions for medicines and vaccines supply chain, msupply is downloadable for

More information

Platform B2B NetBuyer Network of connections. ZT Business Solutions 2015-11-05

Platform B2B NetBuyer Network of connections. ZT Business Solutions 2015-11-05 Platform Network of connections 2015-11-05 1 Introduction Purchase process seen in a traditional way. Purchase process influences production efficiency, customer order s handling and value of inventory.

More information

How to Increase Site Productivity with a CTMS. Manage financials, meet timelines, increase compliance, and more...

How to Increase Site Productivity with a CTMS. Manage financials, meet timelines, increase compliance, and more... How to Increase Site Productivity with a CTMS Manage financials, meet timelines, increase compliance, and more... By Introduction Clinical trials are essential to the development and safety of new drugs

More information

Mothernode CRM ENTERPRISE (ERP) EDITION

Mothernode CRM ENTERPRISE (ERP) EDITION Mothernode CRM ENTERPRISE (ERP) EDITION Everything you need to run your business from sales to order fulfillment, inventory management to invoicing, and much more. Mothernode CRM The easiest way to run

More information

through advances in risk-based

through advances in risk-based Insight brief Quintiles is a market leader with >100 risk-based monitoring studies Quintiles developed solutions that bring as much as 25% cost reduction over traditional trial execution approaches Transform

More information

INSERT COMPANY LOGO HERE BEST PRACTICES RESEARCH

INSERT COMPANY LOGO HERE BEST PRACTICES RESEARCH INSERT COMPANY LOGO HERE BEST PRACTICES RESEARCH Background and Company Performance Industry Challenges esource: Electronic Clinical Trial Solution Clinical trial sponsors and clinical research organizations

More information

Anthem s Prescription Drug Plan

Anthem s Prescription Drug Plan This information applies only to clients migrating from legacy WellPoint NextRx to Express Scripts, and does not apply to new clients implementing the Anthem prescription drug plan in 2010. Anthem s Prescription

More information

Focused Sales Management

Focused Sales Management Focused Sales Management Make the most of every sales opportunity. directs your sales efforts towards the most profitable, most winnable deals, and helps you make the most of cross-selling and upselling

More information

End-to-End E-Clinical Coverage with Oracle Health Sciences InForm GTM

End-to-End E-Clinical Coverage with Oracle Health Sciences InForm GTM End-to-End E-Clinical Coverage with InForm GTM A Complete Solution for Global Clinical Trials The broad market acceptance of electronic data capture (EDC) technology, coupled with an industry moving toward

More information

ORACLE isupplier PORTAL

ORACLE isupplier PORTAL ORACLE isupplier PORTAL Key Features Supplier collaboration for complex goods and services Advanced supplier change order management PO status tracking Non-PO self-service invoicing Invoice dispute resolution

More information

Time and Cost Reduction in Clinical Trials- Outsourcing and IT to Optimize Patient Recruitment, Logistics, Data and Site Management

Time and Cost Reduction in Clinical Trials- Outsourcing and IT to Optimize Patient Recruitment, Logistics, Data and Site Management Time and Cost Reduction in Clinical Trials- Outsourcing and IT to Optimize Patient Recruitment, Logistics, Data and Site Reference Code: GBIHC088MR Publication Date: June 2011 Biopharmaceutical companies

More information

SADC GUIDELINES ON IMPORT AND EXPORT PROCEDURES FOR PHARMACEUTICAL PRODUCTS

SADC GUIDELINES ON IMPORT AND EXPORT PROCEDURES FOR PHARMACEUTICAL PRODUCTS SADC GUIDELINES ON IMPORT AND EXPORT PROCEDURES FOR PHARMACEUTICAL PRODUCTS June 2006 1 INTRODUCTION Public health concerns demand that the manufacture of pharmaceutical products and their subsequent handling

More information

Risk based monitoring using integrated clinical development platform

Risk based monitoring using integrated clinical development platform Risk based monitoring using integrated clinical development platform Authors Sita Rama Swamy Peddiboyina Dr. Shailesh Vijay Joshi 1 Abstract Post FDA s final guidance on Risk Based Monitoring, Industry

More information

Our mission is to develop and to offer innovative customer interaction.

Our mission is to develop and to offer innovative customer interaction. www.nixxis.com Copyright 2011 Nixxis Group All rights reserved. Reproduction of this publication in any form without prior written permission is forbidden. Approach Today s business world is facing two

More information

3.7 Logistics Execution

3.7 Logistics Execution 106 3 SAP EP Operations 3.7 Logistics Execution The Logistics Execution (LE) component controls and organizes both the movement of material within the enterprise (warehouse management) and also transportation

More information

Technical University of Mombasa Faculty of Applied and Health Sciences

Technical University of Mombasa Faculty of Applied and Health Sciences Technical University of Mombasa Faculty of Applied and Health Sciences DEPARTMENT OF MEDICAL SCIENCES DIPLOMA IN PHARMACEUTICAL TECHNOLOGY (DPT 11M) APM 2210 : DRUG SUPPLY & MANAGEMENT II SPECIAL/SUPPLEMENTARY:

More information

Container Corporation Of India Professional Knowledge Digest

Container Corporation Of India Professional Knowledge Digest Logistics Logistics is generally the detailed organization and implementation of a complex operation. In a general business sense, logistics is the management of the flow of things between the point of

More information

SAP BUSINESS ONE TOP 10 BENEFITS FOR YOUR BUSINESS

SAP BUSINESS ONE TOP 10 BENEFITS FOR YOUR BUSINESS SAP BUSINESS ONE TOP 10 BENEFITS FOR YOUR BUSINESS 1 Run your entire business with one piece of software. Seamlessly integrate and eliminate redundant data entry across manufacturing, inventory, accounting,

More information

Benchmark. On-line recruiting has come a long way... How does YOUR organization measure up?

Benchmark. On-line recruiting has come a long way... How does YOUR organization measure up? Benchmark On-line recruiting has come a long way... How does YOUR organization measure up? 10 Point E-recruitment Assessment The PRESSURE IS ON to not only get in the game, but WIN the GAME! Intense competition

More information

How To Know The Roi Of Cesp Workload Automation Software

How To Know The Roi Of Cesp Workload Automation Software WHITE PAPER CA ESP Workload Automation Software: Measuring Business Impact and ROI Sponsored by: CA Tim Grieser Eric Hatcher September 2009 Randy Perry Global Headquarters: 5 Speen Street Framingham, MA

More information

Biorepository and Biobanking

Biorepository and Biobanking Biorepository and Biobanking LabWare s solution for biorepositories and biobanks combines powerful specimen tracking and logistics capabilities with specimen processing and workflow management features.

More information

Supplement to the Guidance for Electronic Data Capture in Clinical Trials

Supplement to the Guidance for Electronic Data Capture in Clinical Trials Supplement to the Guidance for Electronic Data Capture in Clinical Trials January 10, 2012 Drug Evaluation Committee, Japan Pharmaceutical Manufacturers Association Note: The original language of this

More information

Welcome to ScopServ. ScopTEL ACD Module

Welcome to ScopServ. ScopTEL ACD Module Welcome to ScopServ ScopTEL ACD Module Table of contents 1. Introduction... 2 2. ACD manager... 3 2.1. Queues... 3 2.1.1. General parameters... 3 2.1.2. Managing notifications (queue)... 3 2.1.3. Managing

More information

Leveraging Technology Like a Pro: Improve Your Clinical Trial Management From Start to Finish July 28, 2015

Leveraging Technology Like a Pro: Improve Your Clinical Trial Management From Start to Finish July 28, 2015 Leveraging Technology Like a Pro: Improve Your Clinical Trial Management From Start to Finish July 28, 2015 Rick Greenfield, BBA-IS CEO, RealTime Software Solutions, LLC 1 Faculty Disclosure In compliance

More information

APPENDIX B. The Risk Pool Game B.1 INTRODUCTION

APPENDIX B. The Risk Pool Game B.1 INTRODUCTION APPENDIX B The Risk Pool Game B.1 INTRODUCTION One of the most important concepts in supply chain management is risk pooling. Recall that risk pooling involves the use of centralized inventory to take

More information

Managing the Extended Clinical Supply Chain in an Outsourced World

Managing the Extended Clinical Supply Chain in an Outsourced World Managing the Extended Clinical Supply Chain in an Outsourced World Business Pressures on Sponsors, Contractors and CROs are Increasing Most recent research on clinical trials focuses on the outsourced

More information