Evaluation of Health Improvement Effect of M-Health Project in Public Sector Using ICT : Propensity Score Matching Method and Difference in Differences with Comparison Groups

2018 ◽  
Vol 49 ◽  
pp. 169-197 ◽  
Author(s):  
Na young Park ◽  
Yeon Kyung Lee ◽  
Dong Jin Kim ◽  
Min Su Kim ◽  
Byong-Hee Cho
Keyword(s):  
Public Sector ◽  
Propensity Score ◽  
Propensity Score Matching ◽  
Health Improvement ◽  
Matching Method ◽  
Difference In Differences ◽  
Comparison Groups ◽  
Improvement Effect ◽  
Health Project

Was it worth it? The impact of the German minimum wage on union membership of employees

2021 ◽  
pp. 0143831X2110358
Author(s):  
Simon Ress ◽  
Florian Spohr
Keyword(s):  
Propensity Score ◽  
Social Security ◽  
Labour Market ◽  
Propensity Score Matching ◽  
Minimum Wage ◽  
Trade Union ◽  
Union Membership ◽  
Difference In Differences ◽  
German Trade ◽  
The Impact

This contribution scrutinises how introducing a statutory minimum wage of EUR 8.50 per hour, in January 2015, impacted German employees’ decision with regard to union membership. Based on representative data from the Labour Market and Social Security panel, the study applies a logistic difference-in-differences propensity score matching approach on entries into and withdrawals from unions in the German Trade Union Confederation (Deutscher Gewerkschaftsbund, DGB). The results show no separate effect on withdrawals from or entries into unions after the minimum wage introduction for those employees who benefited financially from it, but a significant increase of entries overall. Thus, unions’ campaign for a minimum wage strengthened their position in total but did not reverse the segmentation of union membership patterns.

scholarly journals USING PROPENSITY SCORE MATCHING METHOD TO ESTIMATE THE IMPACT OF VIETGAP PROGRAM ON THE HEALTH OF FARMERS IN THUA THIEN HUE PROVINCE, VIETNAM

2017 ◽  
Vol 126 (5B) ◽  
pp. 17
Author(s):  
Trần Huỳnh Bảo Châu
Keyword(s):  
Health Status ◽  
Propensity Score ◽  
Propensity Score Matching ◽  
Pesticide Exposure ◽  
Agricultural Practices ◽  
Health Problems ◽  
Vegetable Production ◽  
Matching Method ◽  
Environment Friendly ◽  
The Impact

<p><strong>Abstract:</strong></p><p>This study estimates the impact value of the VietGAP program when applied to vegetable production on the health of farmers in Thua Thien Hue province. By employing the propensity score matching (PSM) method, our findings show that the VietGAP program has a significant impact on farmers’ health. In particular, the program reduces farmers’ health problems due to pesticide exposure by 15.6 %, 22.9 %, 25.5 %, and 23.6 %, respectively, from four types of matching. This study provides evidence of the positive impacts of the VietGAP program on the health status of farmers in Thua Thien Hue province. It is therefore hoped that the production, consumption, and management solutions provided by the VietGAP program can encourage farmers to use environment-friendly agricultural practices.</p><p><strong>Keywords: </strong>propensity score matching (PSM) method, VietGAP program, farmers’ health</p>

scholarly journals Impact Evaluation of Raskin Program using Matching Method: Case of IFLS 5

JEJAK ◽  
2018 ◽  
Vol 11 (1) ◽  
pp. 207-223
Author(s):  
Endiarjati Dewandaru Sadono
Keyword(s):  
Propensity Score ◽  
Propensity Score Matching ◽  
Family Life ◽  
Household Income ◽  
Impact Evaluation ◽  
Matching Method ◽  
Indonesia Family Life Survey ◽  
Small Benefit ◽  
Using Data ◽  
The Impact

Beras untuk Keluarga Miskin (RASKIN) program has been applied since 1998 and has been renamed as Beras Sejahtera (RASTRA) in early 2017, but their effectiveness is still debatable. This study tries to evaluate the impact of RASKIN program on household income. Using data from 3,745 households in Indonesia Family Life Survey (IFLS) 5 that has been estimated using propensity score matching, this study has identified precisely that RASKIN program has a negative and significant effect on household income. This happens because the benefits that reveived by Rumah Tangga Sasaran (RTS) are very small. The small benefit is affected by the amount of rice received, frequency and price that have been paid to get RASKIN is not in accordance with the guidelines. The result of this study is along with previous studies, where the amount and price of rice that distributed through RASKIN program is not exactly correct. Therefore, there must be a change in program format, not just renaming from RASKIN to RASTRA only.

scholarly journals EFEITOS DO PROGRAMA TERRITÓRIOS DA CIDADANIA SOBRE INDICADORES ECONÔMICOS E SOCIAIS DOS MUNICÍPIOS DE MG: uma abordagem de mensuração com métodos de pareamento

2016 ◽  
Vol 19 (2) ◽  
pp. 551
Author(s):  
Henrique Dantas Neder ◽  
Tiago Camarinha Lopes
Keyword(s):  
Propensity Score ◽  
Propensity Score Matching ◽  
Impact Evaluation ◽  
Minas Gerais ◽  
Territorial Development ◽  
Impact Measurement ◽  
Estimation Model ◽  
Matching Method ◽  
Government Programs ◽  
The Impact

Resumo: O artigo tem o objetivo de medir o efeito do Programa Territórios da Cidadania no Estado de Minas Gerais, com um modelo de estimação com base no método Propensity Score Matching (PSM). Assim, analisa os problemas de medição de impacto do programa, de forma didática, com o propósito de apresentar a metodologia de avaliação de programas governamentais baseada no pareamento de indivíduos com características semelhantes. Conclui que existem evidências de que no período de vigência do programa, os indicadores de aumento do produto da agropecuária foram afetados positivamente, em termos causais, pelo programa Territórios da Cidadania.Palavras-chave: Desenvolvimento territorial, avaliação de políticas públicas, métodos de pareamento, avaliação de impactos. TERRITORIAL PROGRAMS EFFECTS OF CITIZENSHIP ON SOCIAL AND ECONOMIC INDICATORS OF MG CITIES: an measuring approach with pairing methods Abstract: The paper has the objective of measuring the impact of the Brazilian governmental with a program called Territórios da Cidadania in the state of Minas Gerais. An estimation model was constructed on the basis of the Propensity Score Matching method (PSM). Thus, analyzes the program's impact measurement problems in a didactic way, in order to present the methodology for evaluating government programs based on the pairing of individuals with similar characteristics. Concludes there are evidences that for the period analyzed, the indicators of rural product were positively affected by the program.Key words: Territorial development, public policies evaluation, pairing methods, impact evaluation.

scholarly journals Evaluating the effect of diabetes on the prognosis of gastric cancer using a propensity score matching method

2020 ◽  
Vol 11 (5) ◽  
pp. 999-1008
Author(s):  
Lili Sheng ◽  
Hui Peng ◽  
Yang Pan ◽  
Chengci Wang ◽  
Yiping Zhu
Keyword(s):  
Gastric Cancer ◽  
Propensity Score ◽  
Propensity Score Matching ◽  
Matching Method

Signaling Under Threat: Evidence of Voluntary Disclosure in Contested Takeovers

2020 ◽  
pp. 0148558X2096781
Author(s):  
Gerald J. Lobo ◽  
Kangzhen Xie ◽  
Claire J. Yan
Keyword(s):  
Propensity Score ◽  
Information Asymmetry ◽  
Propensity Score Matching ◽  
Voluntary Disclosure ◽  
Bargaining Power ◽  
Economic Consequences ◽  
Good News ◽  
Earnings Guidance ◽  
Difference In Differences ◽  
Target Management

We investigate voluntary disclosure strategies in contested takeovers and the associated economic consequences. Using a difference-in-differences research design and propensity score matching, we find that, relative to friendly takeovers, target management in contested takeovers provides more earnings guidance and conveys more good news during the takeover. Moreover, voluntary disclosure helps contested targets negotiate a better offer, and the results are stronger for targets with more information asymmetry. Collectively, targets adopt voluntary disclosure and alter their strategies under the threat of contested takeover to enhance their bargaining power. Voluntary disclosure by contested targets serves as a negotiation tactic that potentially benefits target shareholders.

Propensity score matching analysis of the survival outcome and toxicity of different treatment modalities for the elderly nasopharyngeal carcinoma patients.

2019 ◽  
Vol 37 (15_suppl) ◽  
pp. e23029-e23029
Author(s):  
Mingyu Tan ◽  
Mei Feng ◽  
Yecai Huang ◽  
Peng Xu ◽  
Ke Xu ◽  
...  
Keyword(s):  
Bone Marrow ◽  
Nasopharyngeal Carcinoma ◽  
Propensity Score ◽  
Acute Toxicity ◽  
Propensity Score Matching ◽  
The Elderly ◽  
Survival Outcome ◽  
Bone Marrow Suppression ◽  
Treatment Modalities ◽  
Matching Method

e23029 Background: With the aging society was coming, more elderly nasopharyngeal carcinoma NPC patients should be pay attention. However, no guideline is proposed for them due to lack of prospective clinical trials. We aimed to use propensity score matching method to evaluate the survival outcome and toxicity of the different treatment modalities for them. Methods: II-IV(UICC 8th) elderly NPC patients (≥65 years) were retrospectively enrolled between 2004 to 2016 in our center. All the patients received definitive IMRT, and were allocated into radiotherapy only (RT), concurrent chemoradiotherapy (CCRT) and neoadjuvant chemotherapy followed with CCRT (NACT). Cisplatin-based chemotherapy was used. Survival outcomes and toxicity were analyzed using propensity score-matching method. Results: There were 142 patients included, and the median age was 68 years. The median follow-up time was 47 months. 23 patients received RT only, 61 patients received CCRT and 58 patients received NACT. After matching for gender, age, T and N stage, chemotherapy and non-chemotherapy patients (22 pairs) were analyzed and shown the chemotherapy group had a better OS (86% vs 68%, p= 0.031). The 3-years LRFS, DMFS and DFS of chemotherapy and non-chemotherapy was 95% and 85% ( p= 0.251), 95% and 86% ( p= 0.307), 86% and 73% ( p= 0.309). Furthermore, 41 pairs who underwent chemotherapy were sub-analyzed according to different modalities. CCRT group showed a comparable 3-years LRFS (100% vs 94%, p= 0.143), DMFS (87% vs 89%, p= 0.608), DFS (81% vs 84%, p= 0.892) and OS (79% vs 66%, p= 0.080) with NACT. For acute toxicity, the incidence of G3-5 bone marrow suppression in non-chemotherapy was significantly lower than chemotherapy group (8.7% vs 36.4%, p= 0.31), and the incidence of G3-5 mucositis was similar ( p= 0.517). Besides that, there was no significant difference in the incidence of G3-5 bone marrow suppression and mucositis between CCRT and NACT group ( p= 0.824, p= 0.618). Conclusions: Chemoradiotherapy could improve the survival rate of the elderly NPC patients compared with radiotherapy only. The acute toxicity of CCRT and NACT was similar and acceptable. CCRT was still the standard treatment modality for them. As for the elderly NPC patients who are in good performance status and comorbidity conditions, NACT might be also worthy of recommendation.

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