The following are lists of questions and discussion items to vent with a potential partner for the production of SEND or other datasets at the partnership-level. These questions are especially valuable to establish early on to avoid affecting study timelines, as well as periodically re-assess as needs and capabilities change. Note that some questions may be more definitively addressed at the study level, such as cost, but may have a general understanding to be reached at the partnership level. See the Study-level Points to Consider section below for those questions. There are two lists provided below: - Initial Survey - a high-level list to assess very basic information about capabilities
- Detailed - an in-depth list of discussion points regarding overall and specific capabilities
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The following is a very basic, high-level list of questions for the partnership level, at first contact, to assess very basic information about capabilities. As a partnership evolves past this first cut, the "Partnership-level Points to Consider (Detailed)" list further below has more detailed considerations to iron out. - Do you have SEND capabilities? (what endpoints are and are not covered? what study types are covered?)
- Do you have example datasets for review?
- What portion of your capabilities are automated and/or validated?
- Do you outsource any of these capabilities?
- Roughly how many studies have you created SEND datasets in the last year?
- Do you have alternate means of providing data other than XPT files (e.g., Excel, CSV)?
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The following is an in-depth list of questions and discussion points at the partnership level. Most commonly, this pertains to a Sponsor with a CRO (or third party assembler) which will be providing SEND datasets, although it could also apply to a CRO and a subcontractor. - Process Questions
- Can you provide a sample study data package (including sample define file), to review capabilities?
- Will production of SEND datasets be included in master service agreement for all applicable study types or contracted study by study?
- Is there an impact to the delivery timelines for completed studies, if SEND datasets are requested as part of the process to finalize a study?
- Can you provide interim/draft SEND datasets?
- If any data will be commonly collected by organizations other than the CRO (e.g., if the Sponsor will always do some of the lab work), who will merge the datasets (e.g., LB, CO, RELREC, etc)? (Note that this may also be defined on a study-by-study basis)
- When integrating sponsor and/or subcontractor generated data in SEND format...
- Who is responsible for each record in SEND for domains which have sponsor and/or subcontractor data?
- How will the define file be created/merged?
- How will the Reviewer's Guide be created?
- Cost Questions
- What are standard costs for producing SEND datasets for current studies?
- What parts of the assembly incur additional cost?
- What is the cost for multiple sets of datasets produced for one study (interim/draft and final, for example)?
- What are the costs associated with production of SEND datasets for legacy studies, if this capability is available? (e.g., for special requests for transcription from study report, sponsor warehousing, etc.)
- What are the costs associated with production of specific versions of SEND or CT, if this capability is available? (this is less common, e.g., for special requests where the receiving organization can only handle specific versions)
- Compliance Questions
- What is the validation status for 21 CFR Part 11 compliance of the system(s) producing SEND datasets?
- Do you have processes in place to ensure the quality and regulatory adherence?
- Do you use a tool to validate SEND datasets before delivering to sponsors? If yes, what tool/ruleset is used?
- Fundamental Content Questions
- Which SEND version(s) are supported?
- Which CT version(s) are supported?
- Which define.xml version(s) are supported?
- How does your organization handle Permissible variables?
- How will null Expected variables be handled (if applicable)?
- What output formats do you support, including XPT (e.g., *.xpt, *.xml, *.xls, *.csv, etc.)?
- Specific Content Questions
- What naming convention is used for USUBJID (e.g., Study+underscore+subject, a numeric ID, etc.)?
- What naming convention is used for STUDYID (e.g., study number, a numeric ID, etc.)?
- Are there situations where EX is not populated with 1 record per dose?
- What conventions are used for creating/naming trial design components (e.g., ARM, ELEMENT, etc.)?
- Which variables are provided in SUPPQUAL datasets? (e.g., RESMOD in MI, CALCN in LB/PC, custom variables, etc.)
- Which parameters are included in the Trial Summary and Trial Sets domains?
- Define file
- Is the define file study-specific or generic across studies?
- Is the controlled terminology only those terms used during data collection or entire list?
- Are extended controlled terminology terms indicated in the define file?
- Transfer Logistics
- What methods/tools do you use for transferring files? (e.g., sFTP or other secure file exchange)
- Are there any stipulations on either side for maximum file size?
- When are the datasets need to be available versus when can they be available? What should trigger their creation (e.g., X days after data archival; send with draft report; etc.)?
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