Milani S, Cortinovis I, Rainisio M, Fognini G, Marubini E
Soc Sci Med. 1983;17(12):803-18. doi: 10.1016/0277-9536(83)90031-x.
The study of possible associations between social and health factors was one of the purposes of the multicentric Italian survey of perinatal preventive medicine. To get a concise and coherent social indicator, which could be useful to this study, we explored the socioeconomic information systematically collected on the parents of 12,058 babies born in 1973-1975 in four centres (Trieste, Milan, Parma and Bari), which reflect some of the heterogeneous aspects of Italy. The Correspondence analysis indicated that the seven considered indexes, concerning both parents' education levels and occupations, dwelling quality and the length of father's residence in the area in which the baby was born, were highly and similarly correlated in each centre. The Dynamic cluster analysis enabled us to bring together the socioeconomic profiles of the families into six classes, on the basis of their similarities, which depend only upon the multivariate distribution of the seven categorical variables under study. Therefore, the attained classification not only is independent of whatever score is assigned to the socioeconomic categories but also allows for the strong interactions between the variables and exploits all the available information. Our six classes were found to be rather similar to the six socioeconomic groups (S.E.G.) of the U.K. Registrar General and to show some resemblance to certain social groups defined by other classifications adopted in obstetric and pediatric field. The socioeconomic indicator constructed here should enable us to find out how much, in different areas of Italy, the social classes may account for inequalities in health conditions and care of the mother and her baby.
社会因素与健康因素之间可能存在的关联研究是意大利围产期预防医学多中心调查的目的之一。为了获得一个简洁且连贯的社会指标,以便对本研究有所帮助,我们系统地探讨了1973年至1975年在四个中心(的里雅斯特、米兰、帕尔马和巴里)出生的12,058名婴儿父母的社会经济信息,这些信息反映了意大利的一些不同方面。对应分析表明,所考虑的七个指标,涉及父母的教育水平和职业、居住质量以及父亲在婴儿出生地区的居住时长,在每个中心都高度且相似地相关。动态聚类分析使我们能够根据家庭的相似性将其社会经济概况归为六类,这种相似性仅取决于所研究的七个分类变量的多变量分布。因此,所得到的分类不仅独立于赋予社会经济类别的任何分数,而且还考虑到变量之间的强烈相互作用,并利用了所有可用信息。我们发现这六个类别与英国总登记官的六个社会经济群体(S.E.G.)相当相似,并且与产科和儿科领域采用的其他分类所定义的某些社会群体有一些相似之处。在此构建的社会经济指标应能使我们查明在意大利的不同地区,社会阶层在多大程度上可能导致母亲及其婴儿健康状况和护理方面的不平等。