10 datasets found
  1. Trans Rights Indicator Project

    • kaggle.com
    Updated Nov 15, 2023
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    Konrad Banachewicz (2023). Trans Rights Indicator Project [Dataset]. https://www.kaggle.com/datasets/konradb/trans-rights-indicator-project
    Explore at:
    CroissantCroissant is a format for machine-learning datasets. Learn more about this at mlcommons.org/croissant.
    Dataset updated
    Nov 15, 2023
    Dataset provided by
    Kaggle
    Authors
    Konrad Banachewicz
    License

    https://creativecommons.org/publicdomain/zero/1.0/https://creativecommons.org/publicdomain/zero/1.0/

    Description

    From the project website: https://dataverse.harvard.edu/dataset.xhtml?persistentId=doi:10.7910/DVN/FXXLTS

    To what extent do countries protect the rights of transgender people? How does this differ from legal protections countries offer sexual orientation minorities? What conditions are beneficial for advancing trans rights? Limitations in data availability and accessibility make answering these types of trans-specific questions difficult. To address this shortcoming, this article introduces a new dataset. The Trans Rights Indicator Project (TRIP) provides insight into the legal situations transgender people faced in 173 countries from 2000 to 2021. The dataset currently includes 14 indicators that capture the presence or absence of laws related to criminalization, legal gender recognition, and anti-discrimination protections. The article then uses this data to discuss the global status of transgender rights throughout the period and compares these trends to sexual orientation rights. Finally, the article concludes with a preliminary analysis of three institutional and cultural factors that may help explain variation in transgender rights throughout the world.

  2. d

    Replication Data for: A Global Analysis of Transgender Rights: Introducing...

    • search.dataone.org
    • dataverse.harvard.edu
    Updated Dec 16, 2023
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    Williamson, Myles (2023). Replication Data for: A Global Analysis of Transgender Rights: Introducing the Trans Rights Indicator Project (TRIP) [Dataset]. http://doi.org/10.7910/DVN/FXXLTS
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    Dataset updated
    Dec 16, 2023
    Dataset provided by
    Harvard Dataverse
    Authors
    Williamson, Myles
    Description

    To what extent do countries protect the rights of transgender people? How does this differ from legal protections countries offer sexual orientation minorities? What conditions are beneficial for advancing trans rights? Limitations in data availability and accessibility make answering these types of trans-specific questions difficult. To address this shortcoming, this article introduces a new dataset. The Trans Rights Indicator Project (TRIP) provides insight into the legal situations transgender people faced in 173 countries from 2000 to 2021. The dataset currently includes 14 indicators that capture the presence or absence of laws related to criminalization, legal gender recognition, and anti-discrimination protections. The article then uses this data to discuss the global status of transgender rights throughout the period and compares these trends to sexual orientation rights. Finally, the article concludes with a preliminary analysis of three institutional and cultural factors that may help explain variation in transgender rights throughout the world.

  3. 🏳️‍🌈 LGBT+ Rights

    • kaggle.com
    zip
    Updated Sep 19, 2023
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    mexwell (2023). 🏳️‍🌈 LGBT+ Rights [Dataset]. https://www.kaggle.com/datasets/mexwell/lgbt-rights
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    zip(22650 bytes)Available download formats
    Dataset updated
    Sep 19, 2023
    Authors
    mexwell
    Description

    LGBT+ rights are human rights that all lesbian, gay, bisexual, transgender and other people outside traditional sexuality and gender categories have. But in practice, these rights are often not protected to the same extent as the rights of straight and cisgender people.

    Among others, LGBT+ rights include: physical integrity rights, such as not being executed for their sexuality or gender and not being subjected to conversion therapies; social rights, such as changing their legal gender, being sexually intimate, marrying, and adopting children with people of the same sex; economic rights such as not being discriminated at work; and political rights, such as being able to advocate for themselves and their communities publicly.

    The protection of these rights allows LGBT+ people to live the lives they want and to thrive in them.

    On this dataset, you can find data and visualizations on how the protection of LGBT+ rights has changed over time, and how it differs across countries.

    Original data

    Acknowlegement

    Foto von Jiroe (Matia Rengel) auf Unsplash

  4. J

    Data associated with the publication: Hormone therapy, mental health, and...

    • archive.data.jhu.edu
    Updated May 26, 2023
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    Kellan E. Baker; Lisa M. Wilson; Ritu Sharma; Vadim Dukhanin; Kristen McArthur; Karen A. Robinson (2023). Data associated with the publication: Hormone therapy, mental health, and quality of life among transgender people: A systematic review [Dataset]. http://doi.org/10.7281/T1/E70MXR
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    CroissantCroissant is a format for machine-learning datasets. Learn more about this at mlcommons.org/croissant.
    Dataset updated
    May 26, 2023
    Dataset provided by
    Johns Hopkins Research Data Repository
    Authors
    Kellan E. Baker; Lisa M. Wilson; Ritu Sharma; Vadim Dukhanin; Kristen McArthur; Karen A. Robinson
    License

    Attribution-NonCommercial 4.0 (CC BY-NC 4.0)https://creativecommons.org/licenses/by-nc/4.0/
    License information was derived automatically

    Dataset funded by
    World Professional Association for Transgender Health
    Description

    PubMed search strategy, table of outcomes measures, and risk-of-bias heatmap for a systematic review project assessing the relationship between gender-affirming hormone therapy and psychological outcomes for transgender people.

  5. Sexual Orientation Laws in the World

    • kaggle.com
    zip
    Updated Jun 14, 2021
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    Marília Prata (2021). Sexual Orientation Laws in the World [Dataset]. https://www.kaggle.com/datasets/mpwolke/cusersmarildownloadsomophobiacsv/discussion
    Explore at:
    zip(3220 bytes)Available download formats
    Dataset updated
    Jun 14, 2021
    Authors
    Marília Prata
    Area covered
    World
    Description

    Context

    Every year, along with the State-Sponsored Homophobia report, ILGA World publishes also maps of sexual orientation laws in the world.

    https://ilga.org/maps-sexual-orientation-laws

    Content

    A useful tool for LGB human rights defenders, these images expose the arbitrariness of persecutory laws, and starkly indicate the absence of positive law in most parts of the world.

    https://ilga.org/maps-sexual-orientation-laws

    Acknowledgements

    https://ilga.org/maps-sexual-orientation-laws

    Photo by Sharon McCutcheon on Unsplash

    Inspiration

    LGBTQIA community.

    "The negative attitudes and feelings toward homosexuality or people who are identified or perceived as being lesbian, gay, bisexual or transgender (LGBT). The prejudice, aversion, hatred or antipathy, may be based on irrational fear and ignorance, and is often related to religious beliefs against LGBTQIA community." https://en.wikipedia.org/wiki/Homophobia

  6. G

    2021 Global Food 50/50 Report

    • genderopendata.org
    pdf
    Updated Nov 4, 2022
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    Global Food 50/50 (2022). 2021 Global Food 50/50 Report [Dataset]. https://genderopendata.org/dataset/2021-global-food-50-50-report
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    pdf(3658823)Available download formats
    Dataset updated
    Nov 4, 2022
    Dataset authored and provided by
    Global Food 50/50
    Description

    Gender and Food Systems

    Gender equality is a precondition for achieving the world’s shared ambitions of the Sustainable Development Goals by 2030, including delivering sustainable food systems. From production to marketing and consumption, gender, power and privilege are woven throughout the fabric of food systems. As a result, gender inequalities are both a cause and an outcome of inequitable food systems that contribute to unjust food access, production, and consumption.

    Food system organizations can be leaders in creating a just and sustainable food system. One in which women’s roles move from being invisible to visible, where their voices are heard, and their leadership amplified. One where food system roles, responsibilities, opportunities, and choices are not predetermined by restrictive gender roles, and social and cultural norms and power imbalances are not entry barriers for many people.

    The 2021 Global Food 50/50 Report

    The primary aim of the 2021 Global Food 50/50 Report is to catalyze faster progress towards this vision by enabling enhanced accountability driven by rigorous evidence. A second aim is to increase recognition of the role that gender plays in the food system for everybody — men and women, including transgender people, and people with nonbinary gender identities.

    This Report presents measures of how well an initial sample of global food system organizations are acknowledging and addressing gender as a determinant of opportunity, access, and participation in the global food system. It shows that organizational commitment to gender equality is high. Over half of the organizations are transparent about their policies for shaping diverse, inclusive, and equitable working environments.

  7. f

    Number of Times a Reason was Ticked (and Percentage of Participants that...

    • plos.figshare.com
    • figshare.com
    xls
    Updated May 30, 2023
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    Titia F. Beek; Peggy T. Cohen-Kettenis; Walter P. Bouman; Annelou L. C. de Vries; Thomas D. Steensma; Gemma L. Witcomb; Jon Arcelus; Christina Richards; Els Elaut; Baudewijntje P. C. Kreukels (2023). Number of Times a Reason was Ticked (and Percentage of Participants that Selected the Reason) in the Dutch (NL) and United Kingdom (UK) Survey in Response to the Question:: “Have You Ever Been Discriminated Against for any of the Following Reasons:”. [Dataset]. http://doi.org/10.1371/journal.pone.0160066.t005
    Explore at:
    xlsAvailable download formats
    Dataset updated
    May 30, 2023
    Dataset provided by
    PLOS ONE
    Authors
    Titia F. Beek; Peggy T. Cohen-Kettenis; Walter P. Bouman; Annelou L. C. de Vries; Thomas D. Steensma; Gemma L. Witcomb; Jon Arcelus; Christina Richards; Els Elaut; Baudewijntje P. C. Kreukels
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Area covered
    United Kingdom
    Description

    Number of Times a Reason was Ticked (and Percentage of Participants that Selected the Reason) in the Dutch (NL) and United Kingdom (UK) Survey in Response to the Question:: “Have You Ever Been Discriminated Against for any of the Following Reasons:”.

  8. s

    Data from: Hidden challenges for conservation and development along the...

    • png-data.sprep.org
    • pacific-data.sprep.org
    pdf
    Updated Nov 2, 2022
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    PNG Conservation and Environment Protection Authority (2022). Hidden challenges for conservation and development along the Trans- Papuan economic corridor [Dataset]. https://png-data.sprep.org/dataset/hidden-challenges-conservation-and-development-along-trans-papuan-economic-corridor
    Explore at:
    pdf(910456)Available download formats
    Dataset updated
    Nov 2, 2022
    Dataset provided by
    PNG Conservation and Environment Protection Authority
    License

    Public Domain Mark 1.0https://creativecommons.org/publicdomain/mark/1.0/
    License information was derived automatically

    Area covered
    Papua, -228.23272705078 -0.79373681754582, -218.56475830078 -0.79373681754582, -218.56475830078 -10.058107118079)), POLYGON ((-228.23272705078 -10.058107118079
    Description

    The island of New Guinea harbours one of the world’s largest tracts of intact tropical forest, with 41% of its land area in Indonesian Papua (Papua and Papua Barat Provinces). Within Papua, the advent of a 4000-km ‘development corridor’ reflects a national agenda promoting primary-resource extraction and economic integration Papua, a resource frontier containing vast forest and mineral resources, increasingly exhibits new conservation and development dynamics suggestive of the earlier frontier development phases of other Indonesian regions. Local environmental and social considerations have been discounted in the headlong rush to establish the corridor and secure access to natural resources. Peatland and forest conversion are increasingly extensive within the epicentres of economic development. Deforestation frontiers are emerging along parts of the expanding development corridor, including within the Lorentz World Heritage Site. Customary land rights for Papua’s indigenous people remain an afterthought to resource development, fomenting conditions contrary to conservation and sustainable development. A centralised development agenda within Indonesia underlies virtually all of these changes. We recommend specific actions to address the environmental, economic, and socio-political challenges of frontier development along the Papuan corridor.

  9. f

    Table_1_Readiness assessments for gender-affirming surgical treatments: A...

    • datasetcatalog.nlm.nih.gov
    Updated Oct 20, 2022
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    Wescott, Annie B.; Janssen, Aron; Kunstman, Kaitlyn; Lloyd, R. Brett; Amengual, Travis (2022). Table_1_Readiness assessments for gender-affirming surgical treatments: A systematic scoping review of historical practices and changing ethical considerations.DOCX [Dataset]. https://datasetcatalog.nlm.nih.gov/dataset?q=0000383041
    Explore at:
    Dataset updated
    Oct 20, 2022
    Authors
    Wescott, Annie B.; Janssen, Aron; Kunstman, Kaitlyn; Lloyd, R. Brett; Amengual, Travis
    Description

    Transgender and gender diverse (TGD) are terms that refer to individuals whose gender identity differs from sex assigned at birth. TGD individuals may choose any variety of modifications to their gender expression including, but not limited to changing their name, clothing, or hairstyle, starting hormones, or undergoing surgery. Starting in the 1950s, surgeons and endocrinologists began treating what was then known as transsexualism with cross sex hormones and a variety of surgical procedures collectively known as sex reassignment surgery (SRS). Soon after, Harry Benjamin began work to develop standards of care that could be applied to these patients with some uniformity. These guidelines, published by the World Professional Association for Transgender Health (WPATH), are in their 8th iteration. Through each iteration there has been a requirement that patients requesting gender-affirming hormones (GAH) or gender-affirming surgery (GAS) undergo one or more detailed evaluations by a mental health provider through which they must obtain a “letter of readiness,” placing mental health providers in the role of gatekeeper. WPATH specifies eligibility criteria for gender-affirming treatments and general guidelines for the content of letters, but does not include specific details about what must be included, leading to a lack of uniformity in how mental health providers approach performing evaluations and writing letters. This manuscript aims to review practices related to evaluations and letters of readiness for GAS in adults over time as the standards of care have evolved via a scoping review of the literature. We will place a particular emphasis on changing ethical considerations over time and the evolution of the model of care from gatekeeping to informed consent. To this end, we did an extensive review of the literature. We identified a trend across successive iterations of the guidelines in both reducing stigma against TGD individuals and shift in ethical considerations from “do no harm” to the core principle of patient autonomy. This has helped reduce barriers to care and connect more people who desire it to gender affirming care (GAC), but in these authors’ opinions does not go far enough in reducing barriers.

  10. f

    Changes to the PURPOSE 2 study design and protocol based on stakeholder and...

    • figshare.com
    • plos.figshare.com
    xls
    Updated Jun 1, 2023
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    Michelle Cespedes; Moupali Das; J. Carlo Hojilla; Jill Blumenthal; Karam Mounzer; Moti Ramgopal; Theo Hodge; Thiago S. Torres; Charles Peterson; Senzokuhle Shibase; Ayana Elliott; A. C. Demidont; Larkin Callaghan; C. Chauncey Watson; Christoph Carter; Alex Kintu; Jared M. Baeten; Onyema Ogbuagu (2023). Changes to the PURPOSE 2 study design and protocol based on stakeholder and Global Community Advisory and Accountability (GCAG) feedback. [Dataset]. http://doi.org/10.1371/journal.pone.0267780.t001
    Explore at:
    xlsAvailable download formats
    Dataset updated
    Jun 1, 2023
    Dataset provided by
    PLOS ONE
    Authors
    Michelle Cespedes; Moupali Das; J. Carlo Hojilla; Jill Blumenthal; Karam Mounzer; Moti Ramgopal; Theo Hodge; Thiago S. Torres; Charles Peterson; Senzokuhle Shibase; Ayana Elliott; A. C. Demidont; Larkin Callaghan; C. Chauncey Watson; Christoph Carter; Alex Kintu; Jared M. Baeten; Onyema Ogbuagu
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Description

    Changes to the PURPOSE 2 study design and protocol based on stakeholder and Global Community Advisory and Accountability (GCAG) feedback.

  11. Not seeing a result you expected?
    Learn how you can add new datasets to our index.

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Konrad Banachewicz (2023). Trans Rights Indicator Project [Dataset]. https://www.kaggle.com/datasets/konradb/trans-rights-indicator-project
Organization logo

Trans Rights Indicator Project

Replication Data for the article "A Global Analysis of Transgender Rights"

Explore at:
35 scholarly articles cite this dataset (View in Google Scholar)
CroissantCroissant is a format for machine-learning datasets. Learn more about this at mlcommons.org/croissant.
Dataset updated
Nov 15, 2023
Dataset provided by
Kaggle
Authors
Konrad Banachewicz
License

https://creativecommons.org/publicdomain/zero/1.0/https://creativecommons.org/publicdomain/zero/1.0/

Description

From the project website: https://dataverse.harvard.edu/dataset.xhtml?persistentId=doi:10.7910/DVN/FXXLTS

To what extent do countries protect the rights of transgender people? How does this differ from legal protections countries offer sexual orientation minorities? What conditions are beneficial for advancing trans rights? Limitations in data availability and accessibility make answering these types of trans-specific questions difficult. To address this shortcoming, this article introduces a new dataset. The Trans Rights Indicator Project (TRIP) provides insight into the legal situations transgender people faced in 173 countries from 2000 to 2021. The dataset currently includes 14 indicators that capture the presence or absence of laws related to criminalization, legal gender recognition, and anti-discrimination protections. The article then uses this data to discuss the global status of transgender rights throughout the period and compares these trends to sexual orientation rights. Finally, the article concludes with a preliminary analysis of three institutional and cultural factors that may help explain variation in transgender rights throughout the world.

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