cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.9848114
title: MSE Survey Open Data (2018) [SPSS]

description: Although Jordan’s economy is dominated by micro and small enterprises (MSEs), relatively little is known about them. To overcome this informational gap, USAID LENS conducted a survey of MSEs in 2014, 2015, and 2018 to better understand Jordanian enterprises and to assess the major barriers and opportunities for growth. The study covers general demographics, workforce trends, firm performance, access to finance, processes and networks, and the impact of the Syrian refugee crisis.<br><br>The survey consists of a range of questions in a two-stage design with stratification. The data gathers representative information for all MSEs operating in the governorates of Amman (excluding the Greater Amman Municipality), Zarqa, Irbid, Karak, Tafilah, and Aqaba (excluding the ASEZA free zone). Although the study is not intended to be national in scope, the target population of the six areas collectively capture 60% of the kingdom’s population.<br>As a complex survey, the research design was undertaken using probability sampling in two phases. In the first phase, 977 geographic clusters were randomly selected from districts in each area. From these clusters, 97,347 households were contacted through door-to-door interviews, of which 10,197 reported owning a business. A sub-sample of 6,385 MSEs was then drawn, stratified by sector governorate. 4,721 of these MSEs were then successfully surveyed in wave I (2014/15) and 1699 in wave II (2018). The results can reliably be generalized to all MSEs within this geographic boundary. For more details, see the weighting report (2018)<br>The public release of the MSE Survey (2018) includes the majority of the data collected in the core 2018 sample. However, to protect privacy of respondents, a number of sensitive and identifying variables have been omitted and generalized. To request access to a full scientific release without these limitations, please contact:<br><br>Bryanna Millis,Senior Technical Advisor, FHI 360bmillis@fhi360.org<br>
DOI: 10.6084/m9.figshare.9848129.v1
title: MSE Survey Open Data (2018) [R]

description: Although Jordan’s economy is dominated by micro and small enterprises (MSEs), relatively little is known about them. To overcome this informational gap, USAID LENS conducted a survey of MSEs in 2014, 2015, and 2018 to better understand Jordanian enterprises and to assess the major barriers and opportunities for growth. The study covers general demographics, workforce trends, firm performance, access to finance, processes and networks, and the impact of the Syrian refugee crisis.<br><br>The survey consists of a range of questions in a two-stage design with stratification. The data gathers representative information for all MSEs operating in the governorates of Amman (excluding the Greater Amman Municipality), Zarqa, Irbid, Karak, Tafilah, and Aqaba (excluding the ASEZA free zone). Although the study is not intended to be national in scope, the target population of the six areas collectively capture 60% of the kingdom’s population.<br>As a complex survey, the research design was undertaken using probability sampling in two phases. In the first phase, 977 geographic clusters were randomly selected from districts in each area. From these clusters, 97,347 households were contacted through door-to-door interviews, of which 10,197 reported owning a business. A sub-sample of 6,385 MSEs was then drawn, stratified by sector governorate. 4,721 of these MSEs were then successfully surveyed in wave I (2014/15) and 1699 in wave II (2018). The results can reliably be generalized to all MSEs within this geographic boundary. For more details, see the weighting report (2018)<br>The public release of the MSE Survey (2018) includes the majority of the data collected in the core 2018 sample. However, to protect privacy of respondents, a number of sensitive and identifying variables have been omitted and generalized. To request access to a full scientific release without these limitations, please contact:<br><br>Bryanna Millis,Senior Technical Advisor, FHI 360bmillis@fhi360.org<br>
DOI: 10.6084/m9.figshare.9848084
title: MSE Survey Open Data (2018) [Excel]

description: Although Jordan’s economy is dominated by micro and small enterprises (MSEs), relatively little is known about them. To overcome this informational gap, USAID LENS conducted a survey of MSEs in 2014, 2015, and 2018 to better understand Jordanian enterprises and to assess the major barriers and opportunities for growth. The study covers general demographics, workforce trends, firm performance, access to finance, processes and networks, and the impact of the Syrian refugee crisis.<br><br>The survey consists of a range of questions in a two-stage design with stratification. The data gathers representative information for all MSEs operating in the governorates of Amman (excluding the Greater Amman Municipality), Zarqa, Irbid, Karak, Tafilah, and Aqaba (excluding the ASEZA free zone). Although the study is not intended to be national in scope, the target population of the six areas collectively capture 60% of the kingdom’s population.<br>As a complex survey, the research design was undertaken using probability sampling in two phases. In the first phase, 977 geographic clusters were randomly selected from districts in each area. From these clusters, 97,347 households were contacted through door-to-door interviews, of which 10,197 reported owning a business. A sub-sample of 6,385 MSEs was then drawn, stratified by sector governorate. 4,721 of these MSEs were then successfully surveyed in wave I (2014/15) and 1699 in wave II (2018). The results can reliably be generalized to all MSEs within this geographic boundary. For more details, see the weighting report (2018)<br>The public release of the MSE Survey (2018) includes the majority of the data collected in the core 2018 sample. However, to protect privacy of respondents, a number of sensitive and identifying variables have been omitted and generalized. To request access to a full scientific release without these limitations, please contact:<br><br>Bryanna Millis,Senior Technical Advisor, FHI 360bmillis@fhi360.org<br>
DOI: 10.6084/m9.figshare.9848114.v1
title: MSE Survey Open Data (2018) [SPSS]

description: Although Jordan’s economy is dominated by micro and small enterprises (MSEs), relatively little is known about them. To overcome this informational gap, USAID LENS conducted a survey of MSEs in 2014, 2015, and 2018 to better understand Jordanian enterprises and to assess the major barriers and opportunities for growth. The study covers general demographics, workforce trends, firm performance, access to finance, processes and networks, and the impact of the Syrian refugee crisis.<br><br>The survey consists of a range of questions in a two-stage design with stratification. The data gathers representative information for all MSEs operating in the governorates of Amman (excluding the Greater Amman Municipality), Zarqa, Irbid, Karak, Tafilah, and Aqaba (excluding the ASEZA free zone). Although the study is not intended to be national in scope, the target population of the six areas collectively capture 60% of the kingdom’s population.<br>As a complex survey, the research design was undertaken using probability sampling in two phases. In the first phase, 977 geographic clusters were randomly selected from districts in each area. From these clusters, 97,347 households were contacted through door-to-door interviews, of which 10,197 reported owning a business. A sub-sample of 6,385 MSEs was then drawn, stratified by sector governorate. 4,721 of these MSEs were then successfully surveyed in wave I (2014/15) and 1699 in wave II (2018). The results can reliably be generalized to all MSEs within this geographic boundary. For more details, see the weighting report (2018)<br>The public release of the MSE Survey (2018) includes the majority of the data collected in the core 2018 sample. However, to protect privacy of respondents, a number of sensitive and identifying variables have been omitted and generalized. To request access to a full scientific release without these limitations, please contact:<br><br>Bryanna Millis,Senior Technical Advisor, FHI 360bmillis@fhi360.org<br>
DOI: 10.6084/m9.figshare.9848168.v2
title: KNOWLEDGE OF PASTORALISTS ON LIVESTOCK DISEASES AND EXPOSURE ASSESSMENT TO BRUCELLOSIS WITHIN RURAL AND PERI-URBAN AREAS IN KAJIADO, KENYA

description: These datasets contains perseptions of pastoralist on livestock diseases that impacts their sources of livelihoods, and some farm level practices that predisposes them to infection with zoonoses which are prevalent within the pastoral systems in Kenya.
DOI: 10.6084/m9.figshare.9848030
title: WRR_Capillary Trapping of CO2 in Sandstone Using Low Field NMR Relaxometry

description: Data associated with publication submitted to Journal of Water Resources Research titled "Capillary Trapping of CO2 in Sandstone Using Low Field NMR Relaxometry".
DOI: 10.6084/m9.figshare.9848030.v1
title: WRR_Capillary Trapping of CO2 in Sandstone Using Low Field NMR Relaxometry

description: Data associated with publication submitted to Journal of Water Resources Research titled "Capillary Trapping of CO2 in Sandstone Using Low Field NMR Relaxometry".
DOI: 10.6084/m9.figshare.9848168.v3
title: KNOWLEDGE OF PASTORALISTS ON LIVESTOCK DISEASES AND EXPOSURE ASSESSMENT TO BRUCELLOSIS WITHIN RURAL AND PERI-URBAN AREAS IN KAJIADO, KENYA

description: These datasets contains perseptions of pastoralist on livestock diseases that impacts their sources of livelihoods, and some farm level practices that predisposes them to infection with zoonoses which are prevalent within the pastoral systems in Kenya.
DOI: 10.6084/m9.figshare.9848168.v4
title: KNOWLEDGE OF PASTORALISTS ON LIVESTOCK DISEASES AND EXPOSURE ASSESSMENT TO BRUCELLOSIS WITHIN RURAL AND PERI-URBAN AREAS IN KAJIADO, KENYA

description: These datasets contains perseptions of pastoralist on livestock diseases that impacts their sources of livelihoods, and some farm level practices that predisposes them to infection with zoonoses which are prevalent within the pastoral systems in Kenya.
DOI: 10.6084/m9.figshare.9847898
title: Patterns of forest cover change and their association with forest management regimes of forest reserves in the high forest zone of Ghana

description: This paper sought to determine how different forest management regimes influence the pattern of forest degradation at different periods in Ghana. The paper tested the hypotheses that timber production forests degrade faster than protection forests and forest degradation slows down with time. For monitoring the changes in forest cover, Landsat TM, ETM+ and Landsat 8 with a spatial resolution of 30 m were used in the mapping of land use/land cover for the periods 1990, 2000, 2010 and 2014 using supervised classiﬁcation technique. The results showed that forest degradation occurred at different rates within the period and was more rapid from 1990 to 2000 than from 2000 to 2010. Protected forests and Globally Significant Biodiversity Areas (GSBAs) declined in forest quality at the same rate as timber production forests and did not benefit from any extra protective measures. New strategies should be found to manage protection forests and GSBAs to ensure their optimum protection.
DOI: 10.6084/m9.figshare.9848168.v6
title: KNOWLEDGE OF PASTORALISTS ON LIVESTOCK DISEASES AND EXPOSURE ASSESSMENT TO BRUCELLOSIS WITHIN RURAL AND PERI-URBAN AREAS IN KAJIADO, KENYA

description: These datasets contains perseptions of pastoralist on livestock diseases that impacts their sources of livelihoods, and some farm level practices that predisposes them to infection with zoonoses which are prevalent within the pastoral systems in Kenya.
DOI: 10.6084/m9.figshare.9847898.v1
title: Patterns of forest cover change and their association with forest management regimes of forest reserves in the high forest zone of Ghana

description: This paper sought to determine how different forest management regimes influence the pattern of forest degradation at different periods in Ghana. The paper tested the hypotheses that timber production forests degrade faster than protection forests and forest degradation slows down with time. For monitoring the changes in forest cover, Landsat TM, ETM+ and Landsat 8 with a spatial resolution of 30 m were used in the mapping of land use/land cover for the periods 1990, 2000, 2010 and 2014 using supervised classiﬁcation technique. The results showed that forest degradation occurred at different rates within the period and was more rapid from 1990 to 2000 than from 2000 to 2010. Protected forests and Globally Significant Biodiversity Areas (GSBAs) declined in forest quality at the same rate as timber production forests and did not benefit from any extra protective measures. New strategies should be found to manage protection forests and GSBAs to ensure their optimum protection.
DOI: 10.6084/m9.figshare.9848168.v5
title: KNOWLEDGE OF PASTORALISTS ON LIVESTOCK DISEASES AND EXPOSURE ASSESSMENT TO BRUCELLOSIS WITHIN RURAL AND PERI-URBAN AREAS IN KAJIADO, KENYA

description: These datasets contains perseptions of pastoralist on livestock diseases that impacts their sources of livelihoods, and some farm level practices that predisposes them to infection with zoonoses which are prevalent within the pastoral systems in Kenya.
DOI: 10.6084/m9.figshare.9847238
title: Preoperative Imaging Evaluation and Localisation of Parathyroid Glands in Secondary Hyperparathyroidism

description: The raw data including patients’ characteristics, the preoperative data, and preoperative and postoperative intact PTH levels of the 298 consecutive patients who underwent initial PTx for SHPT are shown in Table 1. The raw data of 177 patients whose intact PTH levels were &lt;9 pg/mL on POD 1, including the location and number of removed PTGs during the initial PTx and consistency of preoperative evaluations using CT, US, or planar MIBI imaging and their combinations with the actual location of PTGs determined during the operation, are available in Table 2. The diagnostic evaluation is presented in Fig. 2. For recurrent and persistent SHPT, the location of PTGs and preoperative evaluation are also presented in Table 3.
DOI: 10.6084/m9.figshare.9847238.v2
title: Preoperative Imaging Evaluation and Localisation of Parathyroid Glands in Secondary Hyperparathyroidism

description: The raw data including patients’ characteristics, the preoperative data, and preoperative and postoperative intact PTH levels of the 298 consecutive patients who underwent initial PTx for SHPT are shown in Table 1. The raw data of 177 patients whose intact PTH levels were &lt;9 pg/mL on POD 1, including the location and number of removed PTGs during the initial PTx and consistency of preoperative evaluations using CT, US, or planar MIBI imaging and their combinations with the actual location of PTGs determined during the operation, are available in Table 2. The diagnostic evaluation is presented in Fig. 2. For recurrent and persistent SHPT, the location of PTGs and preoperative evaluation are also presented in Table 3.
DOI: 10.6084/m9.figshare.9847238.v1
title: Preoperative Imaging Evaluation and Localisation of Parathyroid Glands in Secondary Hyperparathyroidism

description: The raw data including patients’ characteristics, the preoperative data, and preoperative and postoperative intact PTH levels of the 298 consecutive patients who underwent initial PTx for SHPT are shown in Table 1. The raw data of 177 patients whose intact PTH levels were &lt;9 pg/mL on POD 1, including the location and number of removed PTGs during the initial PTx and consistency of preoperative evaluations using CT, US, or planar MIBI imaging and their combinations with the actual location of PTGs determined during the operation, are available in Table 2. The diagnostic evaluation is presented in Fig. 2. For recurrent and persistent SHPT, the location of PTGs and preoperative evaluation are also presented in Table 3.
DOI: 10.6084/m9.figshare.9847073
title: MOESM1 of Pooling as a strategy for the timely diagnosis of soil-transmitted helminths in stool: value and reproducibility

description: Additional file 1: Table S1. Raw numbers of true positives/negatives for both â seedingĘź experiment (Smith College) using N. americanus egg counts and field-sample testing (Smith College and Natural History Museum) for both individual samples and pools.
DOI: 10.6084/m9.figshare.9847070
title: Additional file 1: of Sinus bone graft and simultaneous vertical ridge augmentation: case series study

description: Case form and result of data. (XLSX 68 kb)
DOI: 10.6084/m9.figshare.9847073.v1
title: MOESM1 of Pooling as a strategy for the timely diagnosis of soil-transmitted helminths in stool: value and reproducibility

description: Additional file 1: Table S1. Raw numbers of true positives/negatives for both â seedingĘź experiment (Smith College) using N. americanus egg counts and field-sample testing (Smith College and Natural History Museum) for both individual samples and pools.
DOI: 10.15468/54r28j
title: The marine ichthyofauna of Lebanon: an annotated checklist, history, biogeography, and conservation status

description: This dataset contains the digitized treatments in Plazi based on the original journal article Bariche, Michel, Fricke, Ronald (2020): The marine ichthyofauna of Lebanon: an annotated checklist, history, biogeography, and conservation status. Zootaxa 4775 (1): 1-157, DOI: https://doi.org/10.11646/zootaxa.4775.1.1
DOI: 10.6084/m9.figshare.9847070.v1
title: Additional file 1: of Sinus bone graft and simultaneous vertical ridge augmentation: case series study

description: Case form and result of data. (XLSX 68 kb)
DOI: 10.6084/m9.figshare.9845309
title: The utility of mini-Clinical Evaluation Exercise in undergraduate and postgraduate medical education: A BEME review: BEME Guide No. 59

description: <b>Background</b>: This BEME review aims at exploring, analyzing, and synthesizing the evidence considering the utility of the mini-CEX for assessing undergraduate and postgraduate medical trainees, specifically as it relates to reliability, validity, educational impact, acceptability, and cost. <b>Methods</b>: This registered BEME review applied a systematic search strategy in seven databases to identify studies on validity, reliability, educational impact, acceptability, or cost of the mini-CEX. Data extraction and quality assessment were carried out by two authors. Discrepancies were resolved by a third reviewer. Descriptive synthesis was mainly used to address the review questions. A meta-analysis was performed for Cronbach’s alpha. <b>Results</b>: Fifty-eight papers were included. Only two studies evaluated all five utility criteria. Forty-seven (81%) of the included studies met seven or more of the quality criteria. Cronbach’s alpha ranged from 0.58 to 0.97 (weighted mean = 0.90). Reported G coefficients, Standard error of measurement, and confidence interval were diverse and varied based on the number of encounters and the nested or crossed design of the study. The calculated number of encounters needed for a desirable G coefficient also varied greatly. Content coverage was reported satisfactory in several studies. Mini-CEX discriminated between various levels of competency. Factor analyses revealed a single dimension. The six competencies showed high levels of correlation with statistical significance with the overall competence. Moderate to high correlations between mini-CEX scores and other clinical exams were reported. The mini-CEX improved students’ performance in other examinations. By providing a framework for structured observation and feedback, the mini-CEX exerts a favorable educational impact. Included studies revealed that feedback was provided in most encounters but its quality was questionable. The completion rates were generally above 50%. Feasibility and high satisfaction were reported. <b>Conclusion</b>: The mini-CEX has reasonable validity, reliability, and educational impact. Acceptability and feasibility should be interpreted given the required number of encounters.
DOI: 10.6084/m9.figshare.9845309.v1
title: The utility of mini-Clinical Evaluation Exercise in undergraduate and postgraduate medical education: A BEME review: BEME Guide No. 59

description: <b>Background</b>: This BEME review aims at exploring, analyzing, and synthesizing the evidence considering the utility of the mini-CEX for assessing undergraduate and postgraduate medical trainees, specifically as it relates to reliability, validity, educational impact, acceptability, and cost. <b>Methods</b>: This registered BEME review applied a systematic search strategy in seven databases to identify studies on validity, reliability, educational impact, acceptability, or cost of the mini-CEX. Data extraction and quality assessment were carried out by two authors. Discrepancies were resolved by a third reviewer. Descriptive synthesis was mainly used to address the review questions. A meta-analysis was performed for Cronbach’s alpha. <b>Results</b>: Fifty-eight papers were included. Only two studies evaluated all five utility criteria. Forty-seven (81%) of the included studies met seven or more of the quality criteria. Cronbach’s alpha ranged from 0.58 to 0.97 (weighted mean = 0.90). Reported G coefficients, Standard error of measurement, and confidence interval were diverse and varied based on the number of encounters and the nested or crossed design of the study. The calculated number of encounters needed for a desirable G coefficient also varied greatly. Content coverage was reported satisfactory in several studies. Mini-CEX discriminated between various levels of competency. Factor analyses revealed a single dimension. The six competencies showed high levels of correlation with statistical significance with the overall competence. Moderate to high correlations between mini-CEX scores and other clinical exams were reported. The mini-CEX improved students’ performance in other examinations. By providing a framework for structured observation and feedback, the mini-CEX exerts a favorable educational impact. Included studies revealed that feedback was provided in most encounters but its quality was questionable. The completion rates were generally above 50%. Feasibility and high satisfaction were reported. <b>Conclusion</b>: The mini-CEX has reasonable validity, reliability, and educational impact. Acceptability and feasibility should be interpreted given the required number of encounters.
DOI: 10.6084/m9.figshare.9845015
title: 20 case studies on AI evaluating the impact of AI on insurance

description: 20 case studies on AI evaluating the impact of AI on insurance
DOI: 10.6084/m9.figshare.9845048
title: Notes from workshop on AI evaluating the impact of AI on insurance

description: Notes from workshop on AI evaluating the impact of AI on insurance
DOI: 10.6084/m9.figshare.9845015.v1
title: 20 case studies on AI evaluating the impact of AI on insurance

description: 20 case studies on AI evaluating the impact of AI on insurance