Long J Scott, Pavalko Eliza
Department of Sociology, Indiana University, Bloomington, Indiana 47405-7103, USA.
Med Care. 2004 Jan;42(1):19-27. doi: 10.1097/01.mlr.0000102293.37107.c5.
Functional limitation is a central concept in the disability process, but its operationalization has varied widely, making it impossible to compare results across studies.
Our goal is to systematically compare the effectiveness of alternative measures of functional limitations to predict disability and to provide guidelines for their standardization.
Over 100 alternative scales of functional limitations are compared in regression models of disability. The Bayesian information criterion is used to compare the performance of measures.
The subjects were 5,764 women, aged 37 to 68, from the Mature and Young Women's cohorts of the National Longitudinal Surveys.
Scales are constructed from 9 indicators of activity limitations: (1) grasping, (2) lifting/carrying up to 10 pounds, (3) lifting/carrying heavy weights, (4) reaching, (5) sitting, (6) stairs, (7) standing, (8) stooping, and (9) walking. Respondents were asked whether they could perform the activity without difficulty, with difficulty, or could not perform it at all. The 4 disability outcomes include binary and ordinal measures of work limitation, a single ADL measure (bathing), and total number of ADLs.
The 3 best scales used all 9 indicators. The top scale truncated values above 5, while the others logged the sum. Two scales were based on sums of binary indicators, while the third used 3 category indicators.
Simple scales perform better than complex scales that separate upper and lower body limitations or weight some limitations more than others. Scales that transform higher values are preferable.
功能受限是残疾过程中的核心概念,但其操作化差异很大,使得无法在各项研究之间比较结果。
我们的目标是系统地比较功能受限替代测量方法在预测残疾方面的有效性,并为其标准化提供指导方针。
在残疾回归模型中比较了100多种功能受限替代量表。使用贝叶斯信息准则来比较各测量方法的性能。
对象为来自全国纵向调查中年女性和青年女性队列的5764名年龄在37至68岁之间的女性。
量表由9项活动受限指标构建而成:(1)抓握,(2)提起/搬运至多10磅重物,(3)提起/搬运重物,(4)够取,(5)坐下,(6)上下楼梯,(7)站立,(8)弯腰,以及(9)行走。询问受访者进行这些活动时是毫无困难、有困难还是根本无法进行。4项残疾结果包括工作受限的二元和有序测量指标、一项日常生活活动(ADL)测量指标(洗澡)以及ADL总数。
3种最佳量表使用了全部9项指标。最佳量表将高于5的值截断,而其他量表对总和取对数。两种量表基于二元指标的总和,而第三种使用三级指标。
简单量表比区分上半身和下半身受限或对某些受限赋予更高权重的复杂量表表现更好。对较高值进行转换的量表更可取。