Nonparametric smoothing using state space techniques

The authors examine the equivalence between penalized least squares and state space smoothing using random vectors with infinite variance. They show that despite infinite variance, many time series techniques for estimation, significance testing, and diagnostics can be used. The Kalman filter can be used to fit penalized least squares models, computing the smoothed quantities and related values. Infinite variance is equivalent to differencing to stationarity, and to adding explanatory variables. The authors examine constructs called “smoothations” which they show to be fundamental in smoothing. Applications illustrate concepts and methods.     

Nonparametric (smoothed) likelihood and integral equations

We show that there is an intimate connection between the theory of nonparametric (smoothed) maximum likelihood estimators for certain inverse problems and integral equations. This is illustrated by estimators for interval censoring and deconvolution problems. We also discuss the asymptotic efficiency of the MLE for smooth functionals in these models.     

How do men with paraplegia choose activities in the light of striving for optimal participation? A qualitative study,based on a phenomenological–hermeneutical method

The objective of this study was to explore the experiences of men with paraplegia with regard to how they choose activities. The study involved a qualitative research design, based on a phenomenological–hermeneutical method. The findings revealed that the activities participants were choosing could be on a continuum between the individual’s self and the influence from their environment. On this continuum, the choice to perform activities was influenced by two mediating factors: the individual’s activities performed during their life-history, and their activity challenges for the future. We conclude that choosing activities is an individually constructed internal process of negotiation. Feelings of resignation and revolt appear in combination with feelings of justice and injustice when balance is not found. This knowledge provides a better understanding of the impact of spinal cord injury, sheds light on the development of distress after spinal cord injury and sheds new light on individuals’ feelings of participation.     

Breaking Up,Breaking Hearts? Characteristics of the Divorce Process and Well-Being After Divorce

This article expands existing research on divorce and mental health by considering the divorce process and how it relates to the postdivorce well-being of men and women. Drawing on gender role theories, we focus on conflict, duration of the divorce process, initiation, moving house, and feelings of (in)equity. Men and women aged 25 to 60 years who had divorced no more than 5 years were selected from the population-based survey Divorce in Flanders (DIF; N _sample = 728). Results of the multilevel regressions indicate that initiation, shared initiation, and a fair perception of the division at divorce relate to better mental health. Contrary to expectations, longer trajectories and trajectories characterized by conflict do not relate to worse mental health in the long run. A new partner seems to be the key for greater well-being after divorce.     

Participation without Negotiating: Influence of Stakeholder Power Imbalances and Engagement Models on Agricultural Policy Development in Uganda

Although the political context in Uganda exhibits democratic deficit and patronage, research and development actors have given little attention to the possible negative impact these may have on agricultural policymaking and implementation processes. This article examines the influence of power in perpetuating prevailing narratives around public participation in agricultural policymaking processes. The analysis is based on qualitative data collected between September 2014 and May 2015 using 86 in‐depth interviews, 18 focus group discussions, and recorded observations in stakeholder consultations. Results indicate that while the political setting provides space for uncensored debates, the policymaking process remains under close control of political leaders, technical personnel, and high‐level officers in the government. Policy negotiation remains limited to actors who are knowledgeable about the technical issues and those who have the financial resources and political power to influence decisions, such as international donors. There is limited space for negotiation of competing claims and interests in the processes by public and private actors actively engaged in agricultural development, production, processing, and trade. Thus, efforts to achieve good governance in policy processes fall short due to lack of approaches that promote co‐design and co‐ownership of the policies.     

Economic hardship and depression across the life course: the impact of welfare state regimes

Previous research in the United States suggests that depression related to economic hardship decreases with age. We test whether this pattern can be generalized to other developed nations. Based on data from 23 countries in the European Social Survey (2006--2007), multilevel analyses show that the moderating role of age depends on the socio-political context. While the hardship--depression link is not significantly different across the life course in Nordic and Bismarckian regimes, the hardship--depression link increases with age in Southern and Eastern European countries and decreases with age in strength in Anglo-Saxon welfare states. Our findings suggest that welfare state regimes play a significant role in attenuating, boosting, or even reversing the health effects of social experiences such as economic hardship on aging. Health knowledge gained through research that ignores the socio-political context may be limited in terms of generalization.     

Rational Economic Data Revisions

The efficient handling of provisional economic time series data is considered. Procedures are justified in terms of a testable hypothesis regarding the nature of data revisions. The hypothesis leads to explicit and practical variance expressions for measurement errors. Testing and estimation issues are dealt with. An efficient dual filter is developed for recursive signal estimation. Techniques are applied to the Canadian index of production data.     

Associative stigma among mental health professionals: implications for professional and service user well-being

In contrast with growing attention given to the stigma experiences of mental health service users, the stigma literature has paid almost no attention to mental health professionals. This study focuses on experiences of associative stigma among these professionals. We investigate the link between associative stigma and three dimensions of burnout as well as job satisfaction among mental health professionals, and the link of associative stigma with self-stigma and client satisfaction among service users. Survey data from 543 professionals and 707 service users from diverse mental health services are analyzed using multilevel techniques. The results reveal that among mental health professionals associative stigma is related to more depersonalization, more emotional exhaustion, and less job satisfaction. In addition, in units in which professionals report more associative stigma, service users experience more self-stigma and less client satisfaction. The results reveal that associative stigma is related to more depersonalization, more emotional exhaustion, and less job satisfaction among mental health professionals.