Feasible estimation of generalized linear mixed models (GLMM) with weak dependency between groups

This paper presents a two-step pseudo likelihood estimation technique for generalized linear mixed models with the random effects being correlated between groups. The core idea is to deal with the intractable integrals in the likelihood function by multivariate Taylor's approximation. The accuracy of the estimation technique is assessed in a Monte-Carlo study. An application of it with a binary response variable is presented using a real data set on credit defaults from two Swedish banks. Thanks to the use of two-step estimation technique, the proposed algorithm outperforms conventional pseudo likelihood algorithms in terms of computational time.

Beroende eller oberoende? : En kvalitativ studie av hur äldre hjälptagare ser på att ha hjälp och stöd

Dependency or independence? A qualitative study of how elderly home-help recipients regard having help and support Knowledge on elderly people’s understandings of dependence and independence is relatively scarce even though there is plenty of gerontological research on related topics. Although we know how to define and measure different types of dependency, we know, in fact, very little about how elderly home-help recipients themselves regard their situation in terms of dependency, independence and autonomy. This article aims to shed light on home-help recipients’ understandings of these constructs and on how they make sense of their situation. The analysis is based on 29 semi-structured interviews with people between the ages of 77 and 93. The findings show how these home help recipients differentiate between having help and support and being dependent on other people. Through the separation of aspects of these understandings, such as the reason why they accept help and support and how they regard the situation of being helped and assisted, three ways of regarding the situation have been identified, which stress the variability of the social construction of dependency and independence that these elders uphold. Some home-help recipients construct themselves as independent, others as autonomous and able selves, while a third group construct themselves as powerless.

Using structured observation and content analysis to explore the presence of older people in public fora in developing countries

There is a lack of research on the everyday lives of older people in developing countries. This exploratory study used structured observation and content analysis to examine the presence of older people in public fora, and considered the methods’ potential for understanding older people’s social integration and inclusion. Structured observation occurred of public social spaces in six cities each located in a different developing country, and in one city in the United Kingdom, together with content analysis of the presence of people in newspaper pictures and on television in the selected countries. Results indicated that across all fieldwork sites and data sources, there was a low presence of older people, with women considerably less present than men in developing countries. There was variation across fieldwork sites in older people’s presence by place and time of day, and in their accompanied status. The presence of older people in images drawn from newspapers was associated with the news/non-news nature of the source. The utility of the study’s methodological approach is considered, as is the degree to which the presence of older people in public fora might relate to social integration and inclusion in different cultural contexts.