scholarly journals Consent to data linkage in a large online epidemiological survey of 18–23 year old Australian women in 2012–13

2019 ◽  
Vol 19 (1) ◽  
Author(s):  
Anna Graves ◽  
Deirdre McLaughlin ◽  
Janni Leung ◽  
Jennifer Powers
Keyword(s):  
Survey Data ◽  
Online Survey ◽  
Data Linkage ◽  
Regression Tree ◽  
Well Being ◽  
Epidemiological Survey ◽  
Classification And Regression Tree ◽  
Residential Address ◽  
Linkage Information ◽  
Administrative Datasets

Abstract Background Consent to link survey data with health-related administrative datasets is increasingly being sought but little is known about the influence of recruiting via online technologies on participants’ consents. The goal of this paper is to examine what factors (sociodemographic, recruitment, incentives, data linkage information, health) are associated with opt-in consent to link online survey data to administrative datasets (referred to as consent to data linkage). Methods The Australian Longitudinal Study on Women’s Health is a prospective study of factors affecting the health and well-being of women. We report on factors associated with opt-in consent to data linkage at the end of an online survey of a new cohort of 18–23 year old Australian women recruited in 2012–13. Classification and Regression Tree analysis with decision trees was used to predict consent. Results In this study 69% consented to data linkage. The provision of residential address by the individual, or not (as a measure of attitudes towards privacy), was the most important factor in classifying the data into similar groups of consenters (76% consenters versus 47% respectively). Thereafter, for those who did not provide their residential address, the incentives and data linkage information that was offered was the next most important factor, with incentive 2: limited-edition designer leggings and additional information about confidentiality showing increases in consent rates over Incentive 1: AUD50 gift voucher: 60% versus 37%. Conclusions In young Australian women, attitudes towards privacy was strongly associated with consenting to data linkage. Providing additional details about data confidentiality was successful in increasing consent and so was cohort appropriate incentives. Ensuring that prospective participants understand the consent and privacy protocols in place to protect their confidential information builds confidence in consenting to data linkage.

scholarly journals Online survey data of public subjective well-being on high occupancy vehicle lane in China

Data in Brief ◽  
2017 ◽  
Vol 15 ◽  
pp. 862-867 ◽  
Author(s):  
Shunxi Li ◽  
Bowen Su ◽  
Pang-Chieh Sui ◽  
Guofang Zhang
Keyword(s):  
Survey Data ◽  
Online Survey ◽  
Well Being ◽  
Subjective Well Being

scholarly journals The Antibiotic Treatment of Calf Diarrhea in Four European Countries: A Survey

Antibiotics ◽  
2021 ◽  
Vol 10 (8) ◽  
pp. 910
Author(s):  
Cassandra Eibl ◽  
Ricardo Bexiga ◽  
Lorenzo Viora ◽  
Hugues Guyot ◽  
José Félix ◽  
...  
Keyword(s):  
Best Practices ◽  
Online Survey ◽  
Scientific Evidence ◽  
Regression Tree ◽  
Antibiotic Use ◽  
Classification And Regression Tree ◽  
Neonatal Calf ◽  
Calf Diarrhea ◽  
Neonatal Calves ◽  
Neonatal Calf Diarrhea

Neonatal calves are commonly affected by diarrhea caused by different pathogens, but not always bacteria. Yet, antibiotics are routinely used as a treatment to an unknown extent. It was our goal to survey antibiotic use for the treatment of neonatal calf diarrhea in different countries and to identify influencing factors. A total of 873 farmers and veterinarians in Austria, Belgium, Portugal, and Scotland participated in a voluntary online survey. The data were analyzed using classification and regression tree analyses and chi2 tests. Overall, 52.5% of the participants stated that they use antibiotics when treating neonatal calf diarrhea. Of those, 27% use them always, and 45% use highest priority critically important antibiotics. The most important factor differentiating antibiotic use practices was the country the participants were from, which could be due to regulatory differences between the countries. All antibiotic products stated were licensed for use in cattle, but several were not licensed for the treatment of diarrhea in calves. Our study shows that there is an urgent need for more scientific evidence to define best practices for the treatment of neonatal calf diarrhea. Furthermore, consensual criteria for antibiotic therapy must be defined, and targeted training for farmers and veterinarians must be provided.

Partisanship and Autocratization: Polarization, Power Asymmetry, and Partisan Social Identities in Turkey

2020 ◽  
Vol 54 (2) ◽  
pp. 245-279 ◽  
Author(s):  
Melis G. Laebens ◽  
Aykut Öztürk
Keyword(s):  
Survey Data ◽  
Political Action ◽  
Political Attitudes ◽  
Well Being ◽  
Social Identities ◽  
The Political ◽  
Power Asymmetry ◽  
Partisan Identity ◽  
Political Divide ◽  
Ruling Party

Although theories of partisanship were developed for the democratic context, partisanship can be important in electoral autocracies as well. We use survey data to analyze partisanship in an electoral autocracy, Turkey, and find that partisanship is pervasive, strong, and consequential. Using the Partisan Identity Scale to measure partisanship, we show that, like in democracies, partisanship strength is associated with political attitudes and action. Unlike in democracies, however, the ruling party’s superior ability to mobilize supporters through clientelistic linkages makes the association between partisanship and political action weaker for ruling party partisans. We find that partisan identities are tightly connected to the perception that other parties may threaten one’s well-being, and that such fears are widespread on both sides of the political divide. We interpret our findings in light of the autocratization process Turkey went through. Our contribution highlights the potential of integrating regime dynamics in studies of partisanship.

Engaging leadership in the job demands-resources model

2015 ◽  
Vol 20 (5) ◽  
pp. 446-463 ◽  
Author(s):  
Wilmar B. Schaufeli
Keyword(s):  
Structural Equation ◽  
Work Performance ◽  
Online Survey ◽  
Job Demands ◽  
Well Being ◽  
Organizational Outcomes ◽  
Job Resources ◽  
Equation Modeling ◽  
Cross Sectional ◽  
Content Type

Purpose – The purpose of this paper is to integrate leadership into the job demands-resources (JD-R) model. Based on self-determination theory, it was argued that engaging leaders who inspire, strengthen, and connect their followers would reduce employee’s levels of burnout and increase their levels of work engagement. Design/methodology/approach – An online survey was conducted among a representative sample of the Dutch workforce (n=1,213) and the research model was tested using structural equation modeling. Findings – It appeared that leadership only had an indirect effect on burnout and engagement – via job demands and job resources – but not a direct effect. Moreover, leadership also had a direct relationship with organizational outcomes such as employability, performance, and commitment. Research limitations/implications – The study used a cross-sectional design and all variables were based on self-reports. Hence, results should be replicated in a longitudinal study and using more objective measures (e.g. for work performance). Practical implications – Since engaged leaders, who inspire, strengthen, and connect their followers, provide a work context in which employees thrive, organizations are well advised to promote engaging leadership. Social implications – Leadership seems to be a crucial factor which has an indirect impact – via job demands and job resources – on employee well-being. Originality/value – The study demonstrates that engaging leadership can be integrated into the JD-R framework.

GCS-Pupil Score Has a Stronger Association with Mortality and Poor Functional Outcome than GCS Alone in Pediatric Severe Traumatic Brain Injury

2021 ◽  
pp. 1-8
Author(s):  
Binod Balakrishnan ◽  
Heather VanDongen-Trimmer ◽  
Irene Kim ◽  
Sheila J. Hanson ◽  
Liyun Zhang ◽  
...  
Keyword(s):  
Traumatic Brain Injury ◽  
Brain Injury ◽  
Functional Outcome ◽  
Cerebral Performance Category ◽  
Regression Tree ◽  
Classification And Regression Tree ◽  
Continuous Variables ◽  
Poor Functional Outcome ◽  
Severity Scores ◽  
Pupil Reactivity

<b><i>Background:</i></b> The Glasgow Coma Scale (GCS), used to classify the severity of traumatic brain injury (TBI), is associated with mortality and functional outcomes. However, GCS can be affected by sedation and neuromuscular blockade. GCS-Pupil (GCS-P) score, calculated as GCS minus Pupil Reactivity Score (PRS), was shown to better predict outcomes in a retrospective cohort of adult TBI patients. We evaluated the applicability of GCS-P to a large retrospective pediatric severe TBI (sTBI) cohort. <b><i>Methods:</i></b> Admissions to pediatric intensive care units in the Virtual Pediatric Systems (VPS, LLC) database from 2010 to 2015 with sTBI were included. We collected GCS, PRS (number of nonreactive pupils), cardiac arrest, abusive head trauma status, illness severity scores, pediatric cerebral performance category (PCPC) score, and mortality. GCS-P was calculated as GCS minus PRS. χ<sup>2</sup> or Fisher’s exact test and Mann-Whitney U test compared categorical and continuous variables, respectively. Classification and regression tree analysis identified thresholds of GCS-P and GCS along with other independent factors which were further examined using multivariable regression analysis to identify factors independently associated with mortality and unfavorable PCPC at PICU discharge. <b><i>Results:</i></b> Among the 2,682 patients included in the study, mortality was 23%, increasing from 4.7% for PRS = 0 to 80% for PRS = 2. GCS-P identified more severely injured patients with GCS-P scores 1 and 2 who had worse outcomes. GCS-P ≤ 2 had higher odds for mortality, OR = 68.4 (95% CI = 50.6–92.4) and unfavorable PCPC, OR = 17.3 (8.1, 37.0) compared to GCS ≤ 5. GCS-P ≤ 2 also had higher specificity and positive predictive value for both mortality and unfavorable PCPC compared to GCS ≤ 5. <b><i>Conclusions:</i></b> GCS-P, by incorporating pupil reactivity to GCS scoring, is more strongly associated with mortality and poor functional outcome at PICU discharge in children with sTBI.

scholarly journals Individual differences and changes in lifestyle behaviours predict decreased subjective well-being during COVID-19 restrictions in an Australian sample

2021 ◽  
Author(s):  
Emily Brindal ◽  
Jillian C Ryan ◽  
Naomi Kakoschke ◽  
Sinead Golley ◽  
Ian T Zajac ◽  
...  
Keyword(s):  
Life Satisfaction ◽  
Individual Differences ◽  
Online Survey ◽  
Protective Factor ◽  
Health Behaviours ◽  
Well Being ◽  
Subjective Well Being ◽  
Cross Sectional ◽  
Social Distancing ◽  
Australian Sample

Abstract Background Due to the coronavirus disease 2019 (COVID-19) pandemic, social distancing practices were introduced to curb infection rates in many countries. The purpose of this study was to assess the effects of these restrictions on behaviours and well-being and whether individual differences predict changes in well-being. Methods Australian adults participated in a cross-sectional, online survey during May 2020. The survey captured demographic information; health behaviours; personality traits; life satisfaction and COVID-19-related attitudes, financial concerns, perceived risks and impacts. Results In total, 3745 (86.8% of 4313) participants completed all items. Participants were mostly female (85.7%) and 56.4 years (standard deviation [SD] = 12.6) on average. Over 95.0% of the sample indicated they had been social distancing or isolating. Health behaviours and well-being had generally worsened, with social connections being the most negatively affected. Life satisfaction was significantly lower since restrictions. For changes in life satisfaction, extroversion was a risk factor and openness to experience was a protective factor. Conclusions Overall, well-being was negatively impacted by the COVID-19 pandemic and associated social distancing particularly in this sample containing mainly older women. In future, it will be crucial to understand why and who may be differentially affected, to encourage behaviours that are protective of well-being.

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