A General Statistical Framework for Multistage Designs

Abstract. The efficiency of observational studies may be increased by applying multistage sampling designs. It is, however, not always transparent how to construct such a design to obtain increased efficiency. We here present a general statistical framework for describing and constructing multistage designs. We also provide tools for efficiency and cost‐efficiency comparisons, to facilitate the choice of sampling scheme. The comparisons are based on Fisher information matrices and the results are presented in graphs, where either efficiency or cost‐adjusted efficiency is plotted against a normalized measure of cost. The former curve resides in the unit square and is analogous to the receiver operating characteristic curve used for testing.     

Children with problems: focusing on everyday life

This article presents the results of interviews with 24 children who had been in contact with child welfare and protection, school counselling or the child psychiatric clinic in a suburban community in Norway. The interview was constructed to cover the children's daily life and positive and negative life events, as well as their contact with the child welfare services. The results showed that the majority of the children lived rather structured lives within a variety of family constellations. Many children had little information about their contact with the child welfare services, and consequently had difficulties evaluating the effects of the assistance received. Their confidence seemed to depend upon the personal relationship established with the counsellor. The results can be used to counterbalance the bias from ‘problem- or deviant-oriented' research by focusing on competence and resources to get a realistic representation of client children's lives. Copyright © 1999 John Wiley & Sons, Ltd.     

Automated measurement of infant and mother Duchenne facial expressions in the Face-to-Face/Still-Face

Although still-face effects are well-studied, little is known about the degree to which the Face-to-Face/Still-Face (FFSF) is associated with the production of intense affective displays. Duchenne smiling expresses more intense positive affect than non-Duchenne smiling, while Duchenne cry-faces express more intense negative affect than non-Duchenne cry-faces. Forty 4-month-old infants and their mothers completed the FFSF, and key affect-indexing facial Action Units (AUs) were coded by expert Facial Action Coding System coders for the first 30 s of each FFSF episode. Computer vision software, automated facial affect recognition (AFAR), identified AUs for the entire 2-min episodes. Expert coding and AFAR produced similar infant and mother Duchenne and non-Duchenne FFSF effects, highlighting the convergent validity of automated measurement. Substantive AFAR analyses indicated that both infant Duchenne and non-Duchenne smiling declined from the FF to the SF, but only Duchenne smiling increased from the SF to the RE. In similar fashion, the magnitude of mother Duchenne smiling changes over the FFSF were 2–4 times greater than non-Duchenne smiling changes. Duchenne expressions appear to be a sensitive index of intense infant and mother affective valence that are accessible to automated measurement and may be a target for future FFSF research.     

Trade Union Preferences in Double Dividend Models

This paper analyses wage formation in a unionized economy where consumers as an externality in their utility function have the level of local pollution. If modelled in a microeconomically consistent way this externality should also be present in the preferences of the trade union. The key result is that when this trade‐off between pollution and employment is included in the trade unions’ preferences then they are willing to lower wages to generate substitution towards higher employment and lower pollution. As a consequence, an increase in the pollution tax will lead to lower wages. At a more general level the results show that in models analyzing pollution issues, such as the double dividend literature, it is very important for the policy conclusions how trade unions are introduced.     

Effects of Information Sequence and Irrelevant Distractor Information When Using a Computer‐based Decision Aid*

Computer‐based decision aids are intended to support and improve human judgments. Frequently, the largest portion of the design effort is devoted to the technical aspects of the system; behavioral aspects are often overlooked. As a result, the decision aid may be ineffective. An experiment was conducted to examine the effects of two information structure variables that theoretically affect judgments: information sequence and irrelevant distractor information. Auditor subjects made continuing existence judgments for client‐banks after interacting with one of four alternative decision aids. The decision aids are modifications of a system developed by an international CPA firm. Judgments were predicted to be more accurate when: (1) diagnostic information is presented late rather than early in the information sequence and (2) when no irrelevant distractor information is presented. Further, judgment confidence was predicted to be unrelated to either information sequence or irrelevant distractor information. The experimental data support all three predictions.     

Good girls don't comment on politics? Gendered character of online political participation in the Czech Republic

The article aims to contribute to the still relatively unexplored area of the relationship between gender and online political participation. Using two complementary methods – a representative, post-election survey of the adult Czech population and a content analysis of communication on the selected Czech political parties’ Facebook profiles during the campaign for the 2013 Parliamentary Elections – we attempt to challenge some established assumptions regarding the allegedly equalizing effect of the Internet and social media on participatory behaviour of men and women. While survey data discovered subtle yet statistically significant differences between men and women in some online expressive activities on Facebook, mainly commenting on other users’ statuses, content analysis further revealed that there are not only notable gender gaps among the Facebook users who commented on the campaign, but also differences in the tone of communication produced by the respective gender groups, with men posting more negative comments addressed to parties as well as to other Facebook users. We suggest that these results question the prevailing perception about the narrowing of the ‘gender gap’ in the online environment and call for a more nuanced methodological approach to different forms of online political expression.