A Capability Maturity Model for Research Data Management
CMM for RDM » 2. Data acquisition, processing and quality assurance
Last modified by Arden Kirkland on 2014/05/11 15:33
From version 2.1
edited by Jian Qin
on 2013/06/08 22:50
To version 3.1
edited by Jian Qin
on 2013/06/09 16:11
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Content changes

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1 1 = 2. Data acquisition, processing and quality assurance =
2 2
3 +{{box cssClass="floatinginfobox" title="**Contents**"}}{{toc/}}{{/box}}
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3 3 Goal: Reliably capture scientific data in a way that facilitates use, preservation and reuse.
4 4
5 5 (% style="font-size: 13.63636302947998px;" %)//First stage in data lifecycle is to capture the data along with data documentation. Data documentation means the description created by the scientist of how the data were collected (conditions, parameters, techniques, etc.), the data themselves (formats, units, etc.) and the initial processing of the data. //
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6 6
7 7 == 2.1 Commitment to perform ==
8 8
9 -2.1.1 Develop data quality control policies
11 +===2.1.1 Develop data quality control policies===
10 10
11 -2.2 Ability to perform
13 +==2.2 Ability to perform==
12 12
13 13 **Ability to Perform** describes the preconditions that must exist in the project or organization to implement the process competently. Ability to Perform typically involves resources, organizational structures, and training.
14 14
15 -2.2.1 Develop data item formats
17 +===2.2.1 Develop data item formats===
16 16
17 -2.2.2 Develop data file formats
19 +===2.2.2 Develop data file formats===
18 18
19 -2.2.3 Develop data quality control procedures
21 +===2.2.3 Develop data quality control procedures===
20 20
21 -2.3 Activity performed
23 +==2.3 Activity performed==
22 22
23 -2.3.1 Capture / Acquire data
25 +===2.3.1 Capture / Acquire data===
24 24
25 -2.3.2 Record data quality
27 +===2.3.2 Record data quality===
26 26
27 -2.4 Measurement and analysis
29 +==2.4 Measurement and analysis==
28 28
29 -2.4.1 Collect process improvement information
31 +===2.4.1 Collect process improvement information===
30 30
31 -2.5 (% style="font-size: 13.63636302947998px; line-height: normal;" %)Verifying implementation
33 +==2.5 Verifying implementation==
32 32
33 -2.3.1 Assure data quality
35 +===2.3.1 Assure data quality===
34 34
35 -2.5.2 Check data integration from other sources
37 +===2.5.2 Check data integration from other sources===

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