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PurposeThis study investigates associations between Facebook (FB) conversations and self-reports of substance use among youth experiencing homelessness (YEH). YEH engage in high rates of substance use and are often difficult to reach, for both research and interventions. Social media sites provide rich digital trace data for observing the social context of YEH's health behaviors. The authors aim to investigate the feasibility of using these big data and text mining techniques as a supplement to self-report surveys in detecting and understanding YEH attitudes and engagement in substance use.Design/methodology/approachParticipants took a self-report survey in addition to providing consent for researchers to download their Facebook feed data retrospectively. The authors collected survey responses from 92 participants and retrieved 33,204 textual Facebook conversations. The authors performed text mining analysis and statistical analysis including ANOVA and logistic regression to examine the relationship between YEH's Facebook conversations and their substance use.FindingsFacebook posts of YEH have a moderately positive sentiment. YEH substance users and non-users differed in their Facebook posts regarding: (1) overall sentiment and (2) topics discussed. Logistic regressions show that more positive sentiment in a respondent's FB conversation suggests a lower likelihood of marijuana usage. On the other hand, discussing money-related topics in the conversation increases YEH's likelihood of marijuana use.Originality/valueDigital trace data on social media sites represent a vast source of ecological data. This study demonstrates the feasibility of using such data from a hard-to-reach population to gain unique insights into YEH's health behaviors. The authors provide a text-mining-based toolkit for analyzing social media data for interpretation by experts from a variety of domains.

AbstractRecent modeling using the asymmetric information framework suggests that the magnitude of a market response to dividend change announcements should be related to the timing of the dividend announcement vis‐a‐vis the earnings release and to the stability of those earnings. The announcement effects of regular quarterly dividend changes are tested and these effects are related to the percentage change in the dividend yield, to the stability of the firm's earnings, to the timing of dividend and earnings announcements, and to the level of earnings compared with prior quarters. Analysis indicates that significant relationships exist between the announcement effect and changes in the dividend yield, and whether the dividend change is positive or negative. Only weak evidence exists that dividend announcement effects are larger when current earnings are unknown.

The fastest aging society with the lowest fertility rate can be buffered by support for healthy pregnancies using sociocultural approaches. We aimed to address adult perceptions of a healthy pregnancy and explored their needs and concerns about childbirth across the lifespan. We conducted a qualitative study using content analysis to investigate general perceptions of a healthy pregnancy after focus-group interviews with adult men and women. We interviewed 60 participants in nine group sessions of 5 to 8 people per group. Three major themes emerged that affect healthy pregnancies: Taking responsibility for a prepared pregnancy, factors that interfere with a healthy pregnancy, and improving strategies for a healthy pregnancy. For the first theme, the two main concerns were financial and parenthood preparation. Factors interfering with a healthy pregnancy had direct and indirect causes, considering personal, social, and cultural changes. Strategies for a healthy pregnancy included family and workplace support, systematic education, and governmental support for financial preparation and health screening. Participants averred that various kinds of support (financial, healthcare, and career) are needed for a healthy pregnancy and childbirth. This public awareness could promote better decisions toward healthy pregnancy with more sociocultural approaches in the various settings of home, school, and the workplace.