Barriers and opportunities for implementation of adaptive designs in pharmaceutical product development
Background This review discusses barriers to implementing adaptive designs in a pharmaceutical R&D environment and provides recommendations on how to overcome challenges. A summary of findings from a survey conducted through PhRMA’s working group on adaptive designs is followed by a report based...
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description | Background This review discusses barriers to implementing adaptive designs in a pharmaceutical R&D environment and provides recommendations on how to overcome challenges. A summary of findings from a survey conducted through PhRMA’s working group on adaptive designs is followed by a report based on our experience as statistical and clinical consultants to project teams charged with establishing the clinical development strategy for investigational compounds and interested in applying innovative approaches.
Findings and recommendations Adaptive designs require additional work in that clinical trial simulations are needed to develop the design. Some project teams, due to time and resource constraints, are unable to invest the additional effort required to conduct necessary scenario analyses of options through simulation. We recommend formally integrating the planning time for scenario analyses and to incentivize optimal designs (e.g., designs offering the highest information value per resource unit invested). Regardless of the trial design ultimately chosen, quantitatively comparing alternative trial design options through simulation will enable earlier and better decision making in the context of the overall clinical development plan. Adhering to ‘Good Adaptive Practices’ will be key to achieving this goal.
Outlook Implementing adaptive designs efficiently requires top—down and bottom— up support and the willingness to invest into integrated process and information technology infrastructures. Success is conditional on the willingness of the R&D environment to embrace the implementation of adaptive designs as a Change Management Initiative in the spirit of the Critical Path of the Food and Drug Administration. Clinical Trials 2010; 7: 167—173. http://ctj.sagepub.com |
doi_str_mv | 10.1177/1740774510361542 |
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Findings and recommendations Adaptive designs require additional work in that clinical trial simulations are needed to develop the design. Some project teams, due to time and resource constraints, are unable to invest the additional effort required to conduct necessary scenario analyses of options through simulation. We recommend formally integrating the planning time for scenario analyses and to incentivize optimal designs (e.g., designs offering the highest information value per resource unit invested). Regardless of the trial design ultimately chosen, quantitatively comparing alternative trial design options through simulation will enable earlier and better decision making in the context of the overall clinical development plan. Adhering to ‘Good Adaptive Practices’ will be key to achieving this goal.
Outlook Implementing adaptive designs efficiently requires top—down and bottom— up support and the willingness to invest into integrated process and information technology infrastructures. Success is conditional on the willingness of the R&D environment to embrace the implementation of adaptive designs as a Change Management Initiative in the spirit of the Critical Path of the Food and Drug Administration. Clinical Trials 2010; 7: 167—173. http://ctj.sagepub.com</description><identifier>ISSN: 1740-7745</identifier><identifier>EISSN: 1740-7753</identifier><identifier>DOI: 10.1177/1740774510361542</identifier><identifier>PMID: 20338900</identifier><language>eng</language><publisher>London, England: SAGE Publications</publisher><subject>Clinical trials ; Clinical Trials as Topic - methods ; Computer simulation ; Drug Industry - organization & administration ; Drugs, Investigational ; Humans ; Pharmaceutical industry ; R&D ; Research & development ; Research Design ; Risk Assessment ; Societies</subject><ispartof>Clinical trials (London, England), 2010-04, Vol.7 (2), p.167-173</ispartof><rights>The Author(s), 2010.</rights><rights>SAGE Publications © Apr 2010</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c429t-ad5a256d57a870fa2db65d726b8c62ae19eaaa068f938d8a81c59882abd7add93</citedby><cites>FETCH-LOGICAL-c429t-ad5a256d57a870fa2db65d726b8c62ae19eaaa068f938d8a81c59882abd7add93</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://journals.sagepub.com/doi/pdf/10.1177/1740774510361542$$EPDF$$P50$$Gsage$$H</linktopdf><linktohtml>$$Uhttps://journals.sagepub.com/doi/10.1177/1740774510361542$$EHTML$$P50$$Gsage$$H</linktohtml><link.rule.ids>314,780,784,21810,27915,27916,43612,43613</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/20338900$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Quinlan, Judith</creatorcontrib><creatorcontrib>Gaydos, Brenda</creatorcontrib><creatorcontrib>Maca, Jeff</creatorcontrib><creatorcontrib>Krams, Michael</creatorcontrib><title>Barriers and opportunities for implementation of adaptive designs in pharmaceutical product development</title><title>Clinical trials (London, England)</title><addtitle>Clin Trials</addtitle><description>Background This review discusses barriers to implementing adaptive designs in a pharmaceutical R&D environment and provides recommendations on how to overcome challenges. A summary of findings from a survey conducted through PhRMA’s working group on adaptive designs is followed by a report based on our experience as statistical and clinical consultants to project teams charged with establishing the clinical development strategy for investigational compounds and interested in applying innovative approaches.
Findings and recommendations Adaptive designs require additional work in that clinical trial simulations are needed to develop the design. Some project teams, due to time and resource constraints, are unable to invest the additional effort required to conduct necessary scenario analyses of options through simulation. We recommend formally integrating the planning time for scenario analyses and to incentivize optimal designs (e.g., designs offering the highest information value per resource unit invested). Regardless of the trial design ultimately chosen, quantitatively comparing alternative trial design options through simulation will enable earlier and better decision making in the context of the overall clinical development plan. Adhering to ‘Good Adaptive Practices’ will be key to achieving this goal.
Outlook Implementing adaptive designs efficiently requires top—down and bottom— up support and the willingness to invest into integrated process and information technology infrastructures. Success is conditional on the willingness of the R&D environment to embrace the implementation of adaptive designs as a Change Management Initiative in the spirit of the Critical Path of the Food and Drug Administration. Clinical Trials 2010; 7: 167—173. http://ctj.sagepub.com</description><subject>Clinical trials</subject><subject>Clinical Trials as Topic - methods</subject><subject>Computer simulation</subject><subject>Drug Industry - organization & administration</subject><subject>Drugs, Investigational</subject><subject>Humans</subject><subject>Pharmaceutical industry</subject><subject>R&D</subject><subject>Research & development</subject><subject>Research Design</subject><subject>Risk Assessment</subject><subject>Societies</subject><issn>1740-7745</issn><issn>1740-7753</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2010</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><sourceid>8G5</sourceid><sourceid>ABUWG</sourceid><sourceid>AFKRA</sourceid><sourceid>AZQEC</sourceid><sourceid>BENPR</sourceid><sourceid>CCPQU</sourceid><sourceid>DWQXO</sourceid><sourceid>GNUQQ</sourceid><sourceid>GUQSH</sourceid><sourceid>M2O</sourceid><recordid>eNp1kUtLxTAQhYMovveuJLhxVc2jeXSp4gsEN7ouc5vpNdI2NUkF_729XB8guJph-M6ZwwwhR5ydcW7MOTclM6ZUnEnNVSk2yO5qVBij5OZPX6odspfSK2PCKiu3yY5gUtqKsV2yvIQYPcZEYXA0jGOIeRp89phoGyL1_dhhj0OG7MNAQ0vBwZj9O1KHyS-HRP1AxxeIPTQ4Zd9AR8cY3NTkmXjHLowr-QHZaqFLePhV98nzzfXT1V3x8Hh7f3XxUDSlqHIBToFQ2ikD1rAWhFto5YzQC9toAcgrBACmbVtJ6yxY3qjKWgELZ8C5Su6T07XvnOFtwpTr3qcGuw4GDFOqjZSSMaX0TJ78IV_DFIc5XC0EE0ZqvYLYGmpiSCliW4_R9xA_as7q1Qvqvy-YJcdfvtOiR_cj-L75DBRrIMESf5f-a_gJJpmP-Q</recordid><startdate>20100401</startdate><enddate>20100401</enddate><creator>Quinlan, Judith</creator><creator>Gaydos, Brenda</creator><creator>Maca, Jeff</creator><creator>Krams, Michael</creator><general>SAGE Publications</general><general>Sage Publications Ltd</general><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>3V.</scope><scope>7RV</scope><scope>7TK</scope><scope>7TS</scope><scope>7U7</scope><scope>7X7</scope><scope>7XB</scope><scope>88E</scope><scope>8C1</scope><scope>8FI</scope><scope>8FJ</scope><scope>8FK</scope><scope>8G5</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>AN0</scope><scope>AZQEC</scope><scope>BENPR</scope><scope>C1K</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>FYUFA</scope><scope>GHDGH</scope><scope>GNUQQ</scope><scope>GUQSH</scope><scope>K9.</scope><scope>KB0</scope><scope>M0S</scope><scope>M1P</scope><scope>M2O</scope><scope>MBDVC</scope><scope>NAPCQ</scope><scope>PADUT</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>Q9U</scope><scope>7X8</scope></search><sort><creationdate>20100401</creationdate><title>Barriers and opportunities for implementation of adaptive designs in pharmaceutical product development</title><author>Quinlan, Judith ; Gaydos, Brenda ; Maca, Jeff ; Krams, Michael</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c429t-ad5a256d57a870fa2db65d726b8c62ae19eaaa068f938d8a81c59882abd7add93</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2010</creationdate><topic>Clinical trials</topic><topic>Clinical Trials as Topic - methods</topic><topic>Computer simulation</topic><topic>Drug Industry - organization & administration</topic><topic>Drugs, Investigational</topic><topic>Humans</topic><topic>Pharmaceutical industry</topic><topic>R&D</topic><topic>Research & development</topic><topic>Research Design</topic><topic>Risk Assessment</topic><topic>Societies</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Quinlan, Judith</creatorcontrib><creatorcontrib>Gaydos, Brenda</creatorcontrib><creatorcontrib>Maca, Jeff</creatorcontrib><creatorcontrib>Krams, Michael</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>ProQuest Central (Corporate)</collection><collection>Nursing & Allied Health Database</collection><collection>Neurosciences Abstracts</collection><collection>Physical Education Index</collection><collection>Toxicology Abstracts</collection><collection>Health & Medical Collection</collection><collection>ProQuest Central (purchase pre-March 2016)</collection><collection>Medical Database (Alumni Edition)</collection><collection>Public Health Database</collection><collection>Hospital Premium Collection</collection><collection>Hospital Premium Collection (Alumni Edition)</collection><collection>ProQuest Central (Alumni) (purchase pre-March 2016)</collection><collection>Research Library (Alumni Edition)</collection><collection>ProQuest Central (Alumni Edition)</collection><collection>ProQuest Central UK/Ireland</collection><collection>British Nursing Database</collection><collection>ProQuest Central Essentials</collection><collection>ProQuest Central</collection><collection>Environmental Sciences and Pollution Management</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central Korea</collection><collection>Health Research Premium Collection</collection><collection>Health Research Premium Collection (Alumni)</collection><collection>ProQuest Central Student</collection><collection>Research Library Prep</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>Nursing & Allied Health Database (Alumni Edition)</collection><collection>Health & Medical Collection (Alumni Edition)</collection><collection>Medical Database</collection><collection>Research Library</collection><collection>Research Library (Corporate)</collection><collection>Nursing & Allied Health Premium</collection><collection>Research Library China</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest Central China</collection><collection>ProQuest Central Basic</collection><collection>MEDLINE - Academic</collection><jtitle>Clinical trials (London, England)</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Quinlan, Judith</au><au>Gaydos, Brenda</au><au>Maca, Jeff</au><au>Krams, Michael</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Barriers and opportunities for implementation of adaptive designs in pharmaceutical product development</atitle><jtitle>Clinical trials (London, England)</jtitle><addtitle>Clin Trials</addtitle><date>2010-04-01</date><risdate>2010</risdate><volume>7</volume><issue>2</issue><spage>167</spage><epage>173</epage><pages>167-173</pages><issn>1740-7745</issn><eissn>1740-7753</eissn><abstract>Background This review discusses barriers to implementing adaptive designs in a pharmaceutical R&D environment and provides recommendations on how to overcome challenges. A summary of findings from a survey conducted through PhRMA’s working group on adaptive designs is followed by a report based on our experience as statistical and clinical consultants to project teams charged with establishing the clinical development strategy for investigational compounds and interested in applying innovative approaches.
Findings and recommendations Adaptive designs require additional work in that clinical trial simulations are needed to develop the design. Some project teams, due to time and resource constraints, are unable to invest the additional effort required to conduct necessary scenario analyses of options through simulation. We recommend formally integrating the planning time for scenario analyses and to incentivize optimal designs (e.g., designs offering the highest information value per resource unit invested). Regardless of the trial design ultimately chosen, quantitatively comparing alternative trial design options through simulation will enable earlier and better decision making in the context of the overall clinical development plan. Adhering to ‘Good Adaptive Practices’ will be key to achieving this goal.
Outlook Implementing adaptive designs efficiently requires top—down and bottom— up support and the willingness to invest into integrated process and information technology infrastructures. Success is conditional on the willingness of the R&D environment to embrace the implementation of adaptive designs as a Change Management Initiative in the spirit of the Critical Path of the Food and Drug Administration. Clinical Trials 2010; 7: 167—173. http://ctj.sagepub.com</abstract><cop>London, England</cop><pub>SAGE Publications</pub><pmid>20338900</pmid><doi>10.1177/1740774510361542</doi><tpages>7</tpages></addata></record> |
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subjects | Clinical trials Clinical Trials as Topic - methods Computer simulation Drug Industry - organization & administration Drugs, Investigational Humans Pharmaceutical industry R&D Research & development Research Design Risk Assessment Societies |
title | Barriers and opportunities for implementation of adaptive designs in pharmaceutical product development |
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