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Scientific Concept of the National Cohort (status ... - Nationale Kohorte

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A.4 Integrated Data Management<br />

and sent back or brought in by subjects visiting study centers. Secondly, paper versions <strong>of</strong><br />

all electronic forms will be available as a back-up for electronic data capture.<br />

Paper forms will be prepared and automatically generated centrally (based on <strong>the</strong> “data<br />

dictionary”), distributed electronically to <strong>the</strong> study centers, and printed <strong>the</strong>re with individual<br />

pseudonyms (bar codes, for example) added. (Alternatively, depending on cost evaluation,<br />

forms could be printed centrally, distributed to <strong>the</strong> study centers by mail, and supplemented<br />

with individual pseudonyms <strong>the</strong>re before shipping <strong>the</strong>m to <strong>the</strong> subjects). The preferred way<br />

<strong>of</strong> handling filled-in paper forms is to scan <strong>the</strong>m in <strong>the</strong> study centers (including data capture)<br />

and transfer <strong>the</strong> data to <strong>the</strong> integration centers electronically, while paper archiving is done<br />

at <strong>the</strong> study centers (if necessary). Should <strong>the</strong> cost prove too high, alternative solutions will<br />

be considered. Options include (a) manual data capture in <strong>the</strong> study centers, (b) scanning<br />

<strong>of</strong> paper forms at <strong>the</strong> study centers and centralized automatic data capture from <strong>the</strong> images,<br />

and (c) paper forms being sent to <strong>the</strong> integration centers for central processing.<br />

A.4.3.5 Processing <strong>of</strong> study data by competence units<br />

Competence units generally work on standardized study data provided to <strong>the</strong>m by <strong>the</strong> integration<br />

centers. In order to enhance <strong>the</strong> standardization <strong>of</strong> captured data and dataflows, direct<br />

transfer <strong>of</strong> data from study centers to competence units will be avoided ins<strong>of</strong>ar as possible.<br />

All topic-specific study data required for <strong>the</strong> work <strong>of</strong> a competence unit are provided<br />

in <strong>the</strong> form <strong>of</strong> specific views via central servers in <strong>the</strong> integration centers. More “complex”<br />

data objects (i.e., images, binary data objects) may also be exported automatically to <strong>the</strong><br />

competence centers (i.e., copied to <strong>the</strong>ir own infrastructure). Since permanent storage and<br />

archiving is centralized at <strong>the</strong> integration centers, no data need to be stored permanently at<br />

<strong>the</strong> competence centers.<br />

The results <strong>of</strong> any processing, interpretation, and review by competence units are captured<br />

in similar ways as in study centers, i.e., by electronic data capture forms centrally<br />

provided by <strong>the</strong> integration centers or by direct data transfer from technical devices. Both<br />

competence centers and study centers have full access to <strong>the</strong>se results for <strong>the</strong>ir respective<br />

subjects at any time.<br />

A.4.3.6 Integration and storage <strong>of</strong> study data<br />

Through <strong>the</strong> use <strong>of</strong> electronic data capture via servers in <strong>the</strong> integration centers ins<strong>of</strong>ar as<br />

possible, all data collected through electronic forms will immediately (or at least as soon as<br />

possible) be integrated and stored centrally. Data from medical devices will also be transferred<br />

to <strong>the</strong> integration centers as soon as possible, using device-specific procedures,<br />

which will be automated to <strong>the</strong> greatest possible extent.<br />

The stored data include a change history that documents <strong>the</strong> original value <strong>of</strong> each study<br />

data record and <strong>the</strong> date, reason, and executing person <strong>of</strong> every change that has been<br />

made afterwards. A version management system keeps all versions <strong>of</strong> data models and<br />

s<strong>of</strong>tware and denotes used versions with <strong>the</strong> stored data to ensure that any specific set-up<br />

and respective data can be completely reproduced at a later point in time.<br />

Data that are no longer actively needed are archived in ways that guarantee <strong>the</strong>ir long-term<br />

availability. All data are backed up at regular intervals, and a procedure is in place for restoring<br />

data, if needed, with adequate effort in adequate time. This also includes a procedure<br />

for point-in-time recovery <strong>of</strong> data, which is able to restore study data in <strong>the</strong> state <strong>the</strong>y were<br />

in immediately before a failure event.<br />

A.4

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