Correcting Measurement Error Bias in Interaction Models with Small Samples

Several methods have been suggested to estimate non-linear models with interaction terms in the presence of measurement error. Structural equation models eliminate measurement error bias, but require large samples. Ordinary least squares regression on summated scales, regression on factor scores and partial least squares are appropriate for small samples but do not correct measurement error bias. Two stage least squares regression does correct measurement error bias but the results strongly depend on the instrumental variable choice. This article discusses the old disattenuated regression method as an alternative for correcting measurement error in small samples. The method is extended to the case of interaction terms and is illustrated on a model that examines the interaction effect of innovation and style of use of budgets on business performance. Alternative reliability estimates that can be used to disattenuate the estimates are discussed. A comparison is made with the alternative methods. Methods that do not correct for measurement error bias perform very similarly and considerably worse than disattenuated regression

Moderating effects of management control systems and innovation on performance. Simple methods for correcting the effects of measurement error for interaction effects in small samples

In the accounting literature, interaction or moderating effects are usually assessed by means of OLS regression and summated rating scales are constructed to reduce measurement error bias. Structural equation models and two-stage least squares regression could be used to completely eliminate this bias, but large samples are needed. Partial Least Squares are appropriate for small samples but do not correct measurement error bias. In this article, disattenuated regression is discussed as a small sample alternative and is illustrated on data of Bisbe and Otley (in press) that examine the interaction effect of innovation and style of use of budgets on performance. Sizeable differences emerge between OLS and disattenuated regression

Les Competències bàsiques: com afecten a la metodologia d'ensenyament i aprenentatge? Cas pràctic: l'avaluació de l'expressió oral catalana

Un dels grans canvis que es planteja ara, és passar d’un ensenyament centrat en els coneixements acadèmics a un ensenyament centrat en les competències bàsiques, on l’alumne és el centre de l’educació i el professor el guia en el seu procés d’aprenentatge, és a dir, per ajudar-lo en l’adquisició de competències. Aquestes, posen l’accent en els aprenentatges, en el què l’alumne és capaç de fer i en els procediments que li permetran continuar aprenent al llarg de la vida. Per tant, les competències bàsiques es presenten com la resposta a un canvi en la metodologia de l’ensenyament tradicional. Això implica una modificació a nivell curricular i a nivell pràctic, ja que, per un costat, suposa que els coneixements teòrics recuperen el seu sentit, al ser ensenyats no per la mera reproducció sinó com instruments per l’acció, és a dir, per a la comprensió i intervenció en situacions reals, i per un altra banda, per l’ampliació amb altres coneixements, habilitats i actituds relacionades amb l’àmbit personal, interpersonal i social

Desencuentros comunicativos dentro y fuera del aula L2 para inmigrantes adultos

In the past few years, the studies on communicative troubles emerging in intercultural communication highlight cultural differences. Some disciplines have created training guides where those differences are made explicit so that in the case of international communication misunderstandings are avoided. Examples can be found in non-verbal communication protocols for health services and in the business world. In this regard the field of second-language teaching is beginning to include the socio-pragmatic features of language in the teaching materials. For this reason, this dissertation attempts to describe the communicative conflicts that arise in conversation between immigrants and natives in the city of Barcelona. Thanks to the theoretical and methodological tools provided by Conversation Analysis and Discourse Analysis, we can ethnographically analyze the interviews held with the informants, and the interactions they had with Barcelonan people, by taking into account the linguistic and paralinguistic features which are salient in the interaction (Gumperz y Roberts, 1991; Gumperz, 1992; Hérédia, 1996 y Trognon y Saint-Dizier, 1999). For this purpose, we first examine the causes that produce the conflict as well as the consequences that derive from it. Second, we describe the strategies that the speakers use in the negotiation of the meaning that generated the misunderstanding. Although it is obvious that the nature of the conversations, the personal characteristics of the participants and the context of the conversations have a noticeable influence on the participants’ communicative attitudes (Hinnenkamp, 1987; Codó, 2003; van Dijk, 2003 y Bertrán, 2009), there are somemisunderstandings that none of the interlocutors are able to detect or solve. The results show that not all of the misunderstandings that emerge in intercultural communication have a negative effect and, therefore, its usage in the L2 teaching classroom is essential for acquiring socio-cultural and intercultural competence (Miquel, 1997; Oliveras, 2000 y Miquel y Sans 2004).