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19:数据管理(关键)

审查问题

(A)测量误差发生在数据本身不准确或测量错误时。 This is more or less synonym with information bias -- a systematic error in the data. With processing error, errors comes after data have been collected, such as might occur in writing down data, entering data into the computer, or damage to data files after data have been entered).
(B)数据输入错误的类型:换位、复制错误、编码错误、舍入错误、一致性错误、范围错误。
(C) Ways to minimize data entry errors: (1) manual checking (i.e., compare data entered against original sources) , (2) range and consistency checking (e.g., via check codes), (3) screen data for outliers during analysis, (4) double entry and validation.
QES文件用于定义变量和设置数据输入屏幕。
(E) REC files
(F) Codebooks include: (1) Historical information about the data (e.g., date the initial data file was create and or last modified), (2) variable names, (3) variable structure (e.g., length and types), (4) codes used for data (5) labels and units of measure.
(G) Because natural and other disasters (e.g., fires, floods, theft) may occur on site, destroying all files.
(H) Planning data needs, data collection, date entry, data validation and checking, file backup, data documentation
(I) .sav
(J) Flat files contain alphanumeric characters that correspond to data value. Columns corresponding to variables, variable names, variable labels, and other data identifiers are not contained in the flat file.
(K)。sps
(L) Controlled data entry is data entry that will accept only data which meets certain criteria.
(M)将变量名用{花括号}括起来。
(n) 10 .…… 8
(O) ##
(P) Value labels; 范围限制; (also "jumps" and "must enters")
(Q) Because entry people tend to make similar entry problems (e.g., the same tpye of tpyos) upon repetition.
(R) To identify them as comments.

数据管理练习的分级键示例

[1]。qes (questionnaire file)
[2] *.chk (controls and checks for data file)
[3] *.rec (EpiData record file)
[4] *2.rec (duplicate file for double entry & validation)
[5] *.not (code book and other data notes)
[6] *.sps (SPSS syntax file) and *.txt (flat data file)
[7] *.sav (SPSS permanent data file)
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