Integrating Large Datasets in Outcome Research: A Case Example

Counseling Outcome Research and Evaluation Pub Date : 2021-01-25 DOI:10.1080/21501378.2020.1866433

G. Lawson, G. Asadi, Laura E. Welfare, Yasuo Miyazaki, Kazuki Hori

引用次数: 0

Abstract

Abstract Existing datasets can be especially useful in counseling outcome research. Institutional or governmental resources such as electronic medical, educational, social services, and criminal justice records hold valuable information about our clients’ lives (e.g. systemic issues, barriers to treatment, advocacy needs). Unfortunately, these datasets often exist in silos so tracking an individual across multiple datasets is a complex challenge. In this article, we describe our approach to linking individuals across an existing statewide K-12 student discipline database and a statewide juvenile justice database. We also describe data security safeguards and strategies for success utilizing archival data.

查看原文

微信好友朋友圈 QQ好友复制链接

本刊更多论文

在结果研究中整合大数据集:一个案例

现有数据集在咨询结果研究中特别有用。机构或政府资源，如电子医疗、教育、社会服务和刑事司法记录，保存着有关我们客户生活的宝贵信息(例如，系统问题、治疗障碍、宣传需求)。不幸的是，这些数据集通常存在于孤岛中，因此跨多个数据集跟踪个人是一项复杂的挑战。在这篇文章中，我们描述了我们的方法，跨越现有的全州K-12学生纪律数据库和全州少年司法数据库连接个人。我们还描述了成功利用档案数据的数据安全保障和策略。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

求助全文

约1分钟内获得全文去求助

来源期刊

Counseling Outcome Research and Evaluation Psychology-Psychology (all)

CiteScore

4.50

自引率

0.00%

发文量

期刊介绍： Counseling Outcome Research and Evaluation (CORE) provides counselor educators, researchers, educators, and other mental health practitioners with outcome research and program evaluation practices for work with individuals across the lifespan. It addresses topics such as: treatment efficacy, clinical diagnosis, program evaluation, research design, outcome measure reviews. This journal also serves to address ethical, legal, and cultural concerns in the assessment of dependent variables, implementation of clinical interventions, and outcome research. Manuscripts typically fall into one of the following categories: Counseling Outcome Research: Treatment efficacy and effectiveness of mental health, school, addictions, rehabilitation, family, and college counseling interventions across the lifespan as reported in clinical trials, single-case research designs, single-group designs, and multi- or mixed-method designs.