cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5255/ukda-sn-7998-1
title: National Employer Skills Survey, 2003: Special Licence Access
title: Employer Skills Surveys, 2003- : Special Licence Access
title: UK Commission's Employer Skills Survey, 2003

description:   The &lt;I&gt;National Employer Skills Survey&lt;/I&gt; (NESS) collected data about the skills of the workforce of firms in England. It provides detailed information about employers’ recruitment problems, experience of skill gaps and engagement in training.&lt;br&gt;
&lt;br&gt;
NESS 2003 is such a large resource that it is able to address issues that require analysis at a detailed local or sector level much more readily than any previous survey. &lt;br&gt;
&lt;br&gt;
The survey was conducted every two years from 2001 until 2009 by the Learning and Skills Council. After this responsibility for the survey passed to the UK Commission for Employment and Skills and it was merged with other employer skills surveys around the UK to form the UK Employer Skills Survey in 2011 (UK Data Archive SN 7430; SN 7484). The data from NESS is comparable with the England data from the UK Employer Skills Survey.&lt;br&gt;
&lt;br&gt;
A separate, but similar survey to NESS is conducted in Scotland (the Scottish Employer Skills Survey, held by UK Data Archive under SN 6857).&lt;br&gt;
&lt;br&gt;
DOI: 10.5255/ukda-sn-7999-1
title: National Employer Skills Survey, 2004: Special Licence Access
title: Employer Skills Surveys, 2003- : Special Licence Access
title: UK Commission's Employer Skills Survey, 2004

description:   The &lt;I&gt;National Employer Skills Survey&lt;/I&gt; (NESS) collected data about the skills of the workforce of firms in England. It provides detailed information about employers’ recruitment problems, experience of skill gaps and engagement in training.&lt;br&gt;
&lt;br&gt;
NESS 2004 shares the aims of the 2003 study, namely to provide detailed analysis of the extent and nature of employers’ recruitment problems, skills gaps and training activity. It is a major research study allowing detailed and statistically reliable analysis of findings at national, regional and sector level within England.&lt;br&gt;
&lt;br&gt;
The survey was conducted every two years from 2001 until 2009 by the Learning and Skills Council. After this responsibility for the survey passed to the UK Commission for Employment and Skills and it was merged with other employer skills surveys around the UK to form the UK Employer Skills Survey in 2011 (UK Data Archive SN 7430; SN 7484). The data from NESS is comparable with the England data from the UK Employer Skills Survey.&lt;br&gt;
&lt;br&gt;
A separate, but similar survey to NESS is conducted in Scotland (the Scottish Employer Skills Survey, held by UK Data Archive under SN 6857).&lt;br&gt;
&lt;br&gt;
DOI: 10.25346/s6eecgix/kwnkub
title: msXV_028v_65_57.tif
DOI: 10.25346/s6eecgix/evf1yl
title: msXV_028v_65_56.tif
DOI: 10.15139/s3/9b1n6f
title: Data Management and Sharing Plan for: Adaptation and Preliminary Evaluation of Energize-MBC: Cognitive Behavioral Therapy for Fatigue among Women with Metastatic Breast Cancer

description: The Data Management and Sharing Plan describes the scientific data to be generated and/or used in the research and outlines a strategy for managing and sharing project data.
description: Data Management and Sharing Plan
DOI: 10.25346/s6eecgix/b79khw
title: msXV_028v_65_55.tif
DOI: 10.25346/s6eecgix/q8k7rz
title: msXV_028v_65_54.tif
DOI: 10.25346/s6eecgix/hcfyif
title: msXV_028v_65_53.tif
DOI: 10.25346/s6eecgix/dke6nh
title: msXV_028v_65_52.tif
DOI: 10.25346/s6eecgix/yfm1up
title: msXV_028v_65_51.tif
DOI: 10.25346/s6eecgix/w3avln
title: msXV_028v_65_50.tif
DOI: 10.25346/s6eecgix/3bsscd
title: msXV_028v_55_49.tif
DOI: 10.25346/s6eecgix/ytcmrj
title: msXV_028v_55_48.tif
DOI: 10.25346/s6eecgix/dbk6qe
title: msXV_028v_55_47.tif
DOI: 10.25346/s6eecgix/lbazfr
title: msXV_028v_55_46.tif
DOI: 10.25346/s6eecgix/5g7lbs
title: msXV_028v_55_45.tif
DOI: 10.25346/s6eecgix/dhzfxg
title: msXV_028v_55_44.tif
DOI: 10.25346/s6eecgix/rnjl4w
title: msXV_028v_55_43.tif
DOI: 10.25346/s6eecgix/dzazt5
title: msXV_028v_55_42.tif
DOI: 10.25346/s6eecgix/juhtwt
title: msXV_028v_55_41.tif
DOI: 10.25346/s6eecgix/w7mh1f
title: msXV_028v_55_40.tif
DOI: 10.5255/ukda-sn-8000-1
title: National Employer Skills Survey, 2005: Special Licence Access
title: Employer Skills Surveys, 2003- : Special Licence Access
title: UK Commission's Employer Skills Survey 2005

description:   The &lt;I&gt;National Employer Skills Survey&lt;/I&gt; (NESS) collected data about the skills of the workforce of firms in England. It provides detailed information about employers’ recruitment problems, experience of skill gaps and engagement in training.&lt;br&gt;
&lt;br&gt;
NESS 2005 shares the aims of the 2003 and 2004 studies, namely to provide detailed analysis of the extent and nature of employers’ recruitment problems, skills gaps and training activity. NESS 2005 also involved detailed follow-up work assessing employer expenditure on training and development, something not covered in NESS 2003 or NESS 2004. It is a major research study allowing detailed and statistically reliable analysis of findings at national, regional and sector level within England. &lt;br&gt;
&lt;br&gt;
The survey was conducted every two years from 2001 until 2009 by the Learning and Skills Council. After this responsibility for the survey passed to the UK Commission for Employment and Skills and it was merged with other employer skills surveys around the UK to form the UK Employer Skills Survey in 2011 (UK Data Archive SN 7430; SN 7484). The data from NESS is comparable with the England data from the UK Employer Skills Survey.&lt;br&gt;
&lt;br&gt;
A separate, but similar survey to NESS is conducted in Scotland (the Scottish Employer Skills Survey, held by UK Data Archive under SN 6857).&lt;br&gt;
&lt;br&gt;
DOI: 10.15468/dl.ae8yxc
title: Occurrence Download

description: A dataset containing 182 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dendrobaena octaedra",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 182 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031262-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25346/s6eecgix/cfmb63
title: msXV_028v_55_39.tif
DOI: 10.5255/ukda-sn-8002-1
title: Census 2011 Microdata Teaching File for Scotland: Unrestricted Access
title: UK Data Service Open/Unrestricted Access Teaching Datasets

description:    The &lt;I&gt;Census 2011 Microdata Teaching File for Scotland&lt;/I&gt; data collection forms part of the statistical outputs from the 2011 UK Census. The Teaching File is an open access dataset constructed from the safeguarded microdata sample of individuals (see SNs 7834 and 7835 for background information). Converted by the UK Data Service Census Support Service, it is an SPSS/Stata version of the spreadsheet Microdata Teaching File for Scotland produced by National Records of Scotland (NRS), drawn from data collected in the 2011 Census. The file was produced by NRS with a variables list and a user guide – all of which are considered the essential and definitive companions to the data. The original spreadsheet format Microdata Teaching File is an open government file is available from the NRS &lt;a href="http://www.scotlandscensus.gov.uk/microdata-teaching-file" title="Census 2011 Microdata Teaching File"&gt;Census 2011 Microdata Teaching File&lt;/a&gt; webpage. &lt;br&gt;
&lt;br&gt;
More information about the teaching file and Census 2011, including forms and links to other Census data, are available both on the NRS site or via the &lt;a href=""https://census.ukdataservice.ac.uk/about-us" title="UK Data Service Census Support"&gt;UK Data Service Census Support&lt;/a&gt; webpages. &lt;br&gt;
DOI: 10.25346/s6eecgix/rpcejq
title: msXV_028v_55_38.tif
DOI: 10.5255/ukda-sn-8005-1
title: Young Life and Times Survey, 2015
title: Young Life and Times Survey, 1998-
title: YLT

description: &lt;p&gt;The &lt;em&gt;Young Life and Times Survey&lt;/em&gt; (YLT) originally began as a companion survey to the &lt;a href="https://beta.ukdataservice.ac.uk/datacatalogue/series/series?id=2000040"&gt;Northern Ireland Life and Times Survey&lt;/a&gt; (NILT) series. It surveyed young people aged 12-17 living in the households of adults interviewed for NILT, and YLT ran alongside it from 1998-2000. Following an evaluation in 2001, the YLT series recommenced in 2003 (see SN 4826) using a completely different methodology and independent of the adult NILT. This new YLT survey uses Child Benefit records as a sampling frame.&lt;/p&gt;&lt;p&gt;The aims of the YLT series are to:&lt;/p&gt;&lt;ul&gt;
&lt;li&gt;monitor public attitudes towards social policy and political issues in Northern Ireland;&lt;/li&gt;
&lt;li&gt;provide a time series on attitudes to key social policy areas;&lt;/li&gt;
&lt;li&gt;facilitate academic social policy analysis; provide a freely available resource on public attitudes for the wider community of users in Northern Ireland;&lt;/li&gt;
&lt;li&gt;give a voice to young people.&lt;/li&gt;
&lt;/ul&gt;&lt;p&gt;


&lt;/p&gt;&lt;p&gt;An open access time-series teaching dataset has been created from the 2003-2012 YLTs - see SN 7548.&lt;/p&gt;&lt;p&gt;The &lt;a href="https://beta.ukdataservice.ac.uk/datacatalogue/series/series?id=2000040#!/access-data"&gt;Kids’ Life and Times&lt;/a&gt; (KLT) survey of P7 children (10-11 year olds) is also part of the same suite of surveys as YLT and NILT.&lt;/p&gt;&lt;p&gt;Further information about the YLT, including publications, may be found on the Access Research Knowledge (ARK) &lt;a title="Young Life and Times Survey" href="http://www.ark.ac.uk/nilt/ylt/index.html"&gt;YLT&lt;/a&gt; webpages.&lt;/p&gt; In 2015, all 16-year-olds who celebrated their 16th birthday in February and March of the survey year were invited to take part.&lt;br&gt;
&lt;br&gt;
DOI: 10.5255/ukda-sn-8011-1
title: Crime Survey for England and Wales, 2013-2014: Unrestricted Access Teaching Dataset
title: UK Data Service Open/Unrestricted Access Teaching Datasets

description:    This Unrestricted Access Teaching Dataset is based on the &lt;I&gt;Crime Survey for England and Wales &lt;/I&gt;(CSEW), 2013-2014. It has been prepared for teaching and student use only with the aim of helping class tutors incorporate empirical data into their courses and supporting students to develop skills in quantitative data analysis. It contains data for 8,843 cases from the CSEW 2013-14 (non-victim form dataset) for a small selection of variables.&lt;br&gt; &lt;br&gt; Most variables come directly from the CSEW 2013-14. However, some variables have been recoded and additional scalar variables have been added to support teaching and learning.&lt;br&gt; &lt;br&gt; This Teaching Dataset is available under the Open Government Licence.&lt;br&gt; &lt;br&gt;
DOI: 10.25346/s6eecgix/9uyljv
title: msXV_028v_46_37.tif
DOI: 10.5255/ukda-sn-8015-2
title: Commercial Victimisation Survey, 2015
title: Commercial Victimisation Surveys, 2002-
title: CVS

description: &lt;div&gt;The &lt;span style="font-style: italic;"&gt;Commercial Victimisation Survey&lt;/span&gt; (CVS) is a survey of the extent of crime and crime related issues experienced by business premises in England and Wales. It provides additional detail on the extent of crime to be used alongside the other main sources of information on crime. These are the &lt;a href="https://beta.ukdataservice.ac.uk/datacatalogue/series/series?id=200009" target="_blank"&gt;Crime Survey for England and Wales&lt;/a&gt; (CSEW) (formerly the British Crime Survey), which covers crimes against private individuals and households, and the &lt;a href="https://www.gov.uk/government/statistics/police-recorded-crime-open-data-tables" target="_blank"&gt;Police Recorded Crime&lt;/a&gt; statistics, which cover crimes reported to the police. In common with the CSEW, the CVS also includes crimes that are not reported to the police. The Police Recorded Crime data tables are available from the GOV.UK website.&lt;br&gt;&lt;br&gt;&lt;/div&gt;&lt;div&gt;The CVS was previously run as a standalone survey in 1994 and again in 2002. The CVS was then run as an annual publication from 2012 onwards. A break occurred from 2019 to 2021 where CVS underwent a re-design following a consultation, where the coverage of the survey was expanded to cover all commercial business premises. A standalone CVS was run in 2021, covering only the Wholesale and Retail sector, to provide insights on the effects of the COVID-19 pandemic.&lt;br&gt;&lt;br&gt;&lt;/div&gt;&lt;div&gt;Further information on the CVS, with links to findings by year, can also be found on the GOV.UK &lt;a href="https://www.gov.uk/government/collections/crime-against-businesses" target="_blank"&gt;Crimes against businesses statistics&lt;/a&gt; webpage.&lt;br&gt;&lt;br&gt;&lt;br&gt;&lt;/div&gt; &lt;b&gt;Latest Edition Information&lt;/b&gt;&lt;br&gt; For the second edition (February 2017), respondent identifier and Government Office Region variables were added to the data. The documentation remains unchanged.&lt;br&gt; &lt;br&gt;
DOI: 10.25346/s6eecgix/teci7g
title: msXV_028v_46_36.tif
DOI: 10.5255/ukda-sn-8021-1
title: Northern Ireland Police Recorded Injury Road Traffic Collision Data, 2015: Open Access
title: Northern Ireland Police Recorded Injury Road Traffic Collision Data, 2004- : Open Access
title: Northern Ireland Road Traffic Collision Data

description: &lt;i&gt;Northern Ireland Police Recorded Injury Road Traffic Collision Data&lt;/i&gt; (prior to 2010 known as the &lt;i&gt;Northern Ireland Road Traffic Collision Data&lt;/i&gt;) are derived from information recorded by the Police Service of Northern Ireland (PSNI) in relation to collisions reported to them. The information is captured on a collision report form (CRF) and while there are slight differences between this form and the Department for Transport’s STATS19 form (used in England, Scotland and Wales), the vast majority of the information sought is the same. The main aim of collecting and publishing road traffic collision statistics in Northern Ireland is to provide a basis for assisting the police and government to determine and monitor effective road safety policies to reduce the number of people killed and injured on the roads.&lt;br&gt;
&lt;br&gt;
Users should note that the data collection form changed format on 1st April 2007. Further information is available in the documentation. Data changes have also taken place over time: from 2011, individual age was replaced with age group. From 2014, the reference id variable changed from string format to a sequential reference number. &lt;br&gt;
&lt;br&gt;
Further information about the series is available on the PSNI &lt;a href="https://www.psni.police.uk/inside-psni/Statistics/road-traffic-collision-statistics/" title="Road Traffic Collision Statistics" target="_blank"&gt;Road Traffic Collision Statistics&lt;/a&gt; webpage, alongside the latest &lt;a href="https://www.psni.police.uk/globalassets/inside-the-psni/our-statistics/road-traffic-collision-statistics/documents/traffic-statistics-user-guide---2016-review---final.pdf" title="User Guide to Police Recorded Injury Road Traffic Collision Statistics in Northern Ireland" target="_blank"&gt;User Guide to Police Recorded Injury Road Traffic Collision Statistics in Northern Ireland&lt;/a&gt;.&lt;br&gt;
&lt;br&gt;
DOI: 10.5255/ukda-sn-8023-1
title: Household Survey for Evaluation of Food Security Project in Mali, 2014
title: Effectiveness Review
title: Effectiveness Review Series

description: The &lt;I&gt;Household Survey for Evaluation of Food Security Project in Mali, 2014&lt;/I&gt; data were collected by Oxfam GB as part of the organisation's Global Performance Framework. Under this framework, a small number of completed or mature projects are selected at random each year for an evaluation of their impact, known as an Effectiveness Review. These data were used to evaluate the impact of the Increasing Food Security' project which was implemented between 2010 and 2014 in Mali. The first part of the project, ‘Food Facility’, was a pilot initiative carried out by Oxfam and partner organisations in northern Mali. The project aimed to increase the purchasing power and hence food security of vulnerable households, increase agricultural productivity among small producers, and to learn about these interventions in order to influence policy. Women of vulnerable households were provided with cash transfers for two years in order to encourage investment in production, provide for consumption during peak of the lean season, and subsidise short-term consumption to prevent households from selling crops immediately. The second initiative, PASA 5, built upon the first by expanding to a wider area, and providing additional training on nutrition and financial management. It also encouraged community mobilization to involve community members in awareness raising on good nutrition. Finally, the project sponsored a regular radio show, which broadcasted messages about agricultural techniques and nutrition, organised demonstrations, and provided support and capacity building to office holders at community, commune and district levels. In March and April 2014, Oxfam implemented a household survey to evaluate the impact on direct beneficiaries of PASA 5. The questionnaire was administered in 302 households of project participants and 500 comparison households from communities with characteristics similar to those from where the participants were selected. Quasi-experimental methods were used to evaluate the impact of the project by matching project beneficiaries with non-beneficiaries on a range of characteristics. &lt;br&gt;
&lt;br&gt;
&lt;I&gt;Anonymisation:&lt;/I&gt;&lt;br&gt;
Commune and village names have been removed and replaced with codes in random order. The following variables have been recoded so as to prevent unique cases that may allow identification of the respondents: household size (capped at 15 members), ethnicity (combined categories), age (binned in 5-year intervals), size of house (capped at 13+ rooms) and visible characteristics of house (combined categories of materials for walls and roof).&lt;br&gt;
&lt;br&gt;
DOI: 10.5255/ukda-sn-8024-1
title: Household Survey for Evaluation of Disaster Risk Reduction Project in Nepal, 2013
title: Effectiveness Review
title: Effectiveness Review Series

description: The &lt;I&gt;Household Survey for Evaluation of Disaster Risk Reduction Project in Nepal, 2013&lt;/I&gt; data were collected by Oxfam GB as part of the organisation's Global Performance Framework. Under this framework, a small number of completed or mature projects are selected at random each year for an evaluation of their impact, known as an Effectiveness Review. These data were used to evaluate the impact of the project in western Nepal titled 'Mainstreaming disaster risk reduction and enhancing response capability'. Beginning in 2010, the project aimed to increase resilience and reduce vulnerability in local communities and institutions through support to strategies that enable them to better prepare for, mitigate and respond to natural disasters. Community-level activities included the formation of community disaster management committees; small-scale disaster mitigation activities, community training on hazards, first aid and search and rescue; and the establishment of a flood early-warning system. In August and September of 2013, Oxfam implemented a household survey to evaluate the success of this project. The questionnaire was administered in 260 households of project participants and 350 comparison households from communities with characteristics similar to those from where the participants were selected. Quasi-experimental methods were used to evaluate the impact of the project by matching project beneficiaries with non-beneficiaries on a range of characteristics. &lt;br&gt;
&lt;br&gt;
&lt;I&gt;Anonymisation:&lt;/I&gt;&lt;br&gt;
Community names have been removed and replaced with codes in random order. The following variables have been recoded so as to prevent unique cases that may allow identification of the respondents: age (binned in 5-year intervals), size of house (capped at 8+ rooms) and material of house walls (combined categories).&lt;br&gt;
&lt;br&gt;
DOI: 10.25346/s6eecgix/6c2vc5
title: msXV_028v_46_35.tif
DOI: 10.5255/ukda-sn-8025-1
title: Household Survey for Evaluation of Climate Change Adaptation Project among Small Producers in Nicaragua, 2014
title: Effectiveness Review
title: Effectiveness Review Series

description: The &lt;I&gt;Household Survey for Evaluation of Climate Change Adaptation Project among Small Producers in Nicaragua, 2014&lt;/I&gt; data were collected by Oxfam GB as part of the organisation's Global Performance Framework. Under this framework, a small number of completed or mature projects are selected at random each year for an evaluation of their impact, known as an Effectiveness Review. These data were used to evaluate the impact of the project titled 'Climate Change Adaptation among Small Producers'. Beginning in 2011, the project aimed to improve small producers' understanding of the impacts of climate change and to build their capacity to adapt to any changes it causes. Households were provided with seeds and livestock, and with training and technical support. Additionally, the project facilitated the creation of local producers’ cooperatives, including women-only cooperatives in several areas. A key element of the project was to encourage experimentation and adaptation in productive activities, through the above activities and the establishment of a revolving credit fund in each cooperative. The project aimed to have impact on direct beneficiaries, but also indirectly through encouraging participants to raise awareness and share what they have learned. In late 2014, Oxfam implemented a household survey to evaluate the success of the project. The questionnaire was administered to females only, in 101 households of project participants, 76 households of indirect beneficiaries, and 328 comparison households from communities with characteristics similar to those from where the participants were selected. Quasi-experimental methods were used to evaluate the impact of the project by matching project beneficiaries with non-beneficiaries on a range of characteristics. &lt;br&gt;
&lt;br&gt;
&lt;I&gt;Anonymisation:&lt;/I&gt;&lt;br&gt;
Names of respondents and contact information have been removed. Community and municipality names have been removed and replaced with codes in random order. The following variables have been recoded so as to prevent unique cases that may allow identification of the respondents: household size (capped at 11 members), age (binned in 5-year intervals), size of house (removed outliers and capped) and other visible characteristics of property (grouped land area into intervals and capped, combined categories of wall materials).&lt;br&gt;
&lt;br&gt;