title: Using Stata for applied research: reviewing its capabilities

authors: Baum, Christopher F.

subjects: Stata

abstract: The paper reviews Stata's capabilities.

text: Using Stata for applied research: reviewing its capabilities The paper reviews Stata's capabilities.

year: 2011

title: Evaluating the total factor productivity growth of national parks in china with data enveloped analysis

authors: Ma, Xiao-Long

subjects: national parks in China

abstract: The aim of this paper is to evaluate the total factor productivity (TFP) growth of national parks in China. The method of Malmquist Productivity Index based on data enveloped analysis is used. The result shows that 58.33% of national parks in China improved their TFP, and their mean score reached 3.42 in 2001-2005. When the decompositions are considered, 90.28% of them decreased their efficiency and 98.59% of them increased their technology. Correlation analysis indicates that these national parks' TFP is more constrained by their efficiency change than technology change. The correlation coefficients of them with Malmquist Productivity Index (MPI) reach to 0.7834 and 0.9367, respectively. Overall, the authors hold the opinion that most national parks in China increased their TFP during this period, but hindered by their inputs scale for preservation function, the efficiency of them deteriorated but the technology increased, further influencing the TFP. Finally, some methods to improve the performance of national parks for the governments and managers are discussed.

text: Evaluating the total factor productivity growth of national parks in china with data enveloped analysis The aim of this paper is to evaluate the total factor productivity (TFP) growth of national parks in China. The method of Malmquist Productivity Index based on data enveloped analysis is used. The result shows that 58.33% of national parks in China improved their TFP, and their mean score reached 3.42 in 2001-2005. When the decompositions are considered, 90.28% of them decreased their efficiency and 98.59% of them increased their technology. Correlation analysis indicates that these national parks' TFP is more constrained by their efficiency change than technology change. The correlation coefficients of them with Malmquist Productivity Index (MPI) reach to 0.7834 and 0.9367, respectively. Overall, the authors hold the opinion that most national parks in China increased their TFP during this period, but hindered by their inputs scale for preservation function, the efficiency of them deteriorated but the technology increased, further influencing the TFP. Finally, some methods to improve the performance of national parks for the governments and managers are discussed.

year: 2009

title: Risk assessment for family violence aggressors in Aotearoa New Zealand

authors: Jolliffe Simpson, Apriel D.

subjects: Family violence

abstract: In recent decades Family Violence (FV) researchers have developed risk assessment instruments to enable practitioners to identify the people who are most likely to commit FV in the future, and the families who are most likely to experience ongoing harm. Indeed, risk assessments have become a standard procedure for FV practitioners who are frequently required to make decisions with potential ramifications for families’ safety and wellbeing. Yet, despite considerable developments in risk assessment research and practice, risk assessment instruments have limitations that curb their value to FV practice. In addition, such instruments should be empirically validated, but there is limited evidence for the validity of risk assessment instruments used by agencies that respond to FV in Aotearoa New Zealand. Therefore, in this thesis, we examined the risk assessment procedures that New Zealand Police and the Integrated Safety Response (ISR) used for FV, with the purpose of contributing to the evidence base about risk assessment for FV in New Zealand and identifying strengths, weaknesses, and opportunities for improvement.
This thesis contains three manuscripts either published in or submitted to peer-reviewed academic journals; as well as supplementary chapters that support, extend, and integrate the research findings. In the first manuscript, we examined the predictive validity of risk categories from the Dynamic Risk Assessment for family violence (DYRA) and Static Assessment of Family Violence Recidivism (SAFVR)—the two risk assessment instruments that New Zealand Police use when responding to FV cases—for a sample of 2,115 cases with FV episodes reported to police in Waikato and parts of Canterbury between 1 November – 9 December 2018 (1,817 of which had complete risk categories). We examined the instruments’ ability to predict recurrence (i.e., a further FV-related call for police service) at three intervals (3 days, 12 weeks, and 24 weeks), and found both instruments had a poor ability to discriminate between aggressors who had a recurrence and those who did not, with the SAFVR outperforming the DYRA, and the DYRA performing especially poorly for non-intimate partner cases, and aggressors who were Māori or women. 
In the second manuscript, we explored the risk assessments that Integrated Safety Response (ISR) triage team members conducted for a sub-sample of 842 cases with FV episodes reported to police between 1 – 14 November 2018. We examined the relationship between the factors triage teams recorded during their risk assessments and the risk categories the teams assigned, then tested the association of both the factors and categories with recurrence and physical recurrence within 24 weeks. The predictive validity of ISR triage teams’ risk categories was comparable to the results produced for the DYRA and SAFVR in manuscript one. The ISR risk categories again performed poorly for aggressors who were women, Māori, and for non-intimate partner cases; and overall, fewer than half of the factors triage teams recorded were associated with recurrence or physical recurrence. Then, in an additional chapter, we explored the triage teams’ factors’ utility for case management and found the factors could be used to create three sub-groups of cases with potential implications for their treatment and management. 
Finally, in the third manuscript, we modeled the behavioral patterns of 2,115 aggressors with a FV episode reported to police in Waikato and parts of Canterbury between 1 November – 9 December 2018, by collecting reports for further FV episodes involving those aggressors during the two years after the index episode. We used this information to describe three latent states behind the information reported to police and identified four common pathways through the latent states over time. We concluded this manuscript by discussing changes that could contribute to improvements in how risk for FV aggressors is conceptualized, assessed, and communicated in practice.
In each chapter, we discussed the theoretical and practical implications of the findings, before integrating those findings and implications in a general discussion chapter. Taken together, the results presented herein indicate that the risk assessment instruments used in New Zealand can predict risk for FV recurrence better than chance, but that those assessments should be further developed to improve their value to FV practice and ensure they adequately capture risk for different types of FV cases and groups of people. This thesis advanced our understanding of the limitations of—and opportunities in—risk assessment research and contributed to the evidence base for risk assessment for FV in New Zealand.

text: Risk assessment for family violence aggressors in Aotearoa New Zealand In recent decades Family Violence (FV) researchers have developed risk assessment instruments to enable practitioners to identify the people who are most likely to commit FV in the future, and the families who are most likely to experience ongoing harm. Indeed, risk assessments have become a standard procedure for FV practitioners who are frequently required to make decisions with potential ramifications for families’ safety and wellbeing. Yet, despite considerable developments in risk assessment research and practice, risk assessment instruments have limitations that curb their value to FV practice. In addition, such instruments should be empirically validated, but there is limited evidence for the validity of risk assessment instruments used by agencies that respond to FV in Aotearoa New Zealand. Therefore, in this thesis, we examined the risk assessment procedures that New Zealand Police and the Integrated Safety Response (ISR) used for FV, with the purpose of contributing to the evidence base about risk assessment for FV in New Zealand and identifying strengths, weaknesses, and opportunities for improvement.
This thesis contains three manuscripts either published in or submitted to peer-reviewed academic journals; as well as supplementary chapters that support, extend, and integrate the research findings. In the first manuscript, we examined the predictive validity of risk categories from the Dynamic Risk Assessment for family violence (DYRA) and Static Assessment of Family Violence Recidivism (SAFVR)—the two risk assessment instruments that New Zealand Police use when responding to FV cases—for a sample of 2,115 cases with FV episodes reported to police in Waikato and parts of Canterbury between 1 November – 9 December 2018 (1,817 of which had complete risk categories). We examined the instruments’ ability to predict recurrence (i.e., a further FV-related call for police service) at three intervals (3 days, 12 weeks, and 24 weeks), and found both instruments had a poor ability to discriminate between aggressors who had a recurrence and those who did not, with the SAFVR outperforming the DYRA, and the DYRA performing especially poorly for non-intimate partner cases, and aggressors who were Māori or women. 
In the second manuscript, we explored the risk assessments that Integrated Safety Response (ISR) triage team members conducted for a sub-sample of 842 cases with FV episodes reported to police between 1 – 14 November 2018. We examined the relationship between the factors triage teams recorded during their risk assessments and the risk categories the teams assigned, then tested the association of both the factors and categories with recurrence and physical recurrence within 24 weeks. The predictive validity of ISR triage teams’ risk categories was comparable to the results produced for the DYRA and SAFVR in manuscript one. The ISR risk categories again performed poorly for aggressors who were women, Māori, and for non-intimate partner cases; and overall, fewer than half of the factors triage teams recorded were associated with recurrence or physical recurrence. Then, in an additional chapter, we explored the triage teams’ factors’ utility for case management and found the factors could be used to create three sub-groups of cases with potential implications for their treatment and management. 
Finally, in the third manuscript, we modeled the behavioral patterns of 2,115 aggressors with a FV episode reported to police in Waikato and parts of Canterbury between 1 November – 9 December 2018, by collecting reports for further FV episodes involving those aggressors during the two years after the index episode. We used this information to describe three latent states behind the information reported to police and identified four common pathways through the latent states over time. We concluded this manuscript by discussing changes that could contribute to improvements in how risk for FV aggressors is conceptualized, assessed, and communicated in practice.
In each chapter, we discussed the theoretical and practical implications of the findings, before integrating those findings and implications in a general discussion chapter. Taken together, the results presented herein indicate that the risk assessment instruments used in New Zealand can predict risk for FV recurrence better than chance, but that those assessments should be further developed to improve their value to FV practice and ensure they adequately capture risk for different types of FV cases and groups of people. This thesis advanced our understanding of the limitations of—and opportunities in—risk assessment research and contributed to the evidence base for risk assessment for FV in New Zealand.

year: 2023