In a global survey conducted in 2023, ***** percent of respondents from 30 countries identified themselves as transgender, non-binary/non-conforming/gender-fluid, or in another way. In Switzerland, around *** percent of the respondents stated to identify themselves with one of the listed genders.

Worldwide, Brazil reported the highest number of transgender people murdered in 2023, reaching 100 victims. Most of the murders that year were reported in Latin America and the Caribbean. It is assumed that only a minority of the cases actually are reported, and the actual number is estimated to be significantly higher.

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.

As of February 10, 2025, the majority of the transgender population aged 13 and over in the United States were living in a state with no ban on transgender people's use of bathrooms or facilities. However, 10 percent of the transgender population were living in a state which banned transgender people from using bathrooms and facilities consistent with their gender identity in K-12 schools only, while eight percent were living in a state which banned transgender people from using bathrooms and facilities corresponding to their gender identity in all government-owned buildings and spaces, including schools, colleges, and more. A further seven percent were living in a state which restricted transgender people from using bathrooms and facilities consistent with their gender identity in K-12 schools and at least some government-owned buildings as well. Anti-education legislation Statewide legislation affecting LGBTQ+ people in the U.S. has been on the rise recently, especially in K-12 schools. Many states have taken legal action to restrict schools from teaching topics of racism, sexism, gender identity, sexual orientation, and systemic inequality to students. However, studies show that Americans typically remain politically divided over how these topics should be taught; in 2022, the majority of Democratic parents were found to believe that children should be taught that the legacy of slavery still affects the position of Black people in American society today while the majority of Republican parents thought that children should be taught that slavery is a part of American history but does not affect the position of Black people in American society today. Book bans Censorship of these topics has also been seen in K-12 libraries, with book bans occurring in multiple states throughout the country. As of 2022, Texas had the highest number of books banned in the U.S., followed by Florida. Florida's Parental Rights in Education Act, which is often referred to as the "Don't Say Gay" law, has been particularly controversial as it aims to prevent discussion of gender identity or sexual orientation and remove books featuring LGBTQ+ characters in K-12 schools and libraries. Along with potentially harming LGBTQ+ students, K-12 teachers have also highlighted how these laws and debates over what topics should be taught in the classroom may negatively impact their ability to do their job.

The US gender reassignment surgery market is experiencing robust growth, driven by increasing societal acceptance of transgender individuals, advancements in surgical techniques resulting in improved outcomes and patient satisfaction, and expanding access to healthcare coverage for gender-affirming care. The market's Compound Annual Growth Rate (CAGR) of 12.50% from 2019-2024 suggests a significant expansion, indicating a substantial and growing demand for these procedures. This growth is fueled by a rising transgender population seeking medical transition, coupled with increased awareness and advocacy efforts promoting access to gender-affirming surgeries. The market segmentation reveals a substantial portion dedicated to male-to-female (MTF) surgeries, encompassing procedures like feminizing vaginoplasty, augmentation mammoplasty, and facial feminization. Female-to-male (FTM) surgeries, including phalloplasty and hysterectomy, also contribute significantly, though potentially with a slightly smaller market share. The primary end-users are hospitals and specialized clinics equipped to handle the complex nature of these procedures, reflecting the need for experienced surgeons and advanced medical facilities. While precise market figures for the US are unavailable in the provided data, based on the global CAGR and considering the significant US healthcare market, a reasonable estimate for the 2025 US market size could be in the range of $500 million to $750 million, assuming a proportionally larger US market share compared to other regions. The key players in the US market comprise a mix of specialized transgender healthcare centers and established cosmetic surgery practices. This competitive landscape drives innovation and improvements in surgical techniques, further stimulating market growth. However, factors such as high procedure costs, limited insurance coverage in certain areas, and the potential for lengthy wait times due to high demand could act as restraints. Future growth will depend on continued progress in surgical techniques, expanded insurance coverage, legislative changes increasing access to care, and ongoing efforts to destigmatize gender transition. Geographic variations in access to care and societal acceptance will also influence the growth trajectory across different regions within the US. The forecast period of 2025-2033 promises a substantial expansion, projecting a larger market size in 2033 due to the continued influence of the factors mentioned above, further solidifying the position of gender reassignment surgery as a significant segment within the broader healthcare landscape. Recent developments include: April 2023: Governor Murphy signed Executive Order No. 326 establishing New Jersey as a safe haven for gender-affirming health care by directing all state departments and agencies to protect all persons, including health care professionals and patients, against potential repercussions resulting from providing and receiving assisting in providing or receiving, seeking, or traveling to New Jersey to obtain gender-affirming health care services., September 2022: The World Professional Association for Transgender Health (WPATH), headquartered in the United States, updated its Standards of Care and Ethical Guidelines for health professionals. Among the updates is a new suggestion to lift the age restriction for youth seeking gender-affirming surgical treatment, in comparison to the previous suggestion of surgery at 17 or older.. Key drivers for this market are: Growing Burden of Gender Dysphoria, Rising Government Initiatives and Reimbursements. Potential restraints include: Growing Burden of Gender Dysphoria, Rising Government Initiatives and Reimbursements. Notable trends are: Facial Feminization Procedures Segment is Expected to Have Significant Growth in the Market Over the Forecast Period.

In 2023, around three quarters of the population surveyed in Thailand agreed with the statement that transgender teenagers should be allowed to receive gender-affirming care (e.g., counseling and hormone replacement treatment) with parental consent, the highest share across 30 countries surveyed. On the other hand, nearly half of Hungarians expressed disagreement with the statement when surveyed, with Hungary being the least supportive country in the list.

Abstract Transgender is a broad-spectrum term referring to people who do not match their assigned sex at birth. Several issues, including social detachment, poor access to healthcare services, and the lack of social/economic opportunities, have historically affected this population. In this scenario, pharmacists - not mentioned in national and international clinical guidelines/protocols regarding transgender care - might be key professionals to serve and care for this population. The main goal of this literature review was to identify the pharmacists’ role in the care of transgender people. The articles were retrieved from scientific databases. After applying filters (e.g., language, full-text availability, and coverage of the research question), seven articles were included in this review. The articles did not present pharmaceutical experiences or practices regarding transgender healthcare. Instead, some articles stressed the inadequate or inappropriate use of hormones and their side effects, also covering the role of this issue in professional development, gaps, and potential opportunities for research and pharmaceutical services. Pharmacists, included in a multi-professional team, could be a key element to promote access to healthcare and the well-being of the transgender population.

Sex Reassignment Surgery Market Outlook

The global sex reassignment surgery market size was valued at approximately USD 294 million in 2023 and is expected to grow at a compound annual growth rate (CAGR) of 10.3% from 2024 to 2032, reaching an estimated market size of USD 702 million by 2032. This significant growth trajectory is largely driven by increasing societal acceptance of transgender individuals, advancements in surgical techniques, and greater awareness and accessibility of gender affirmation services. The need for inclusive healthcare services tailored to the transgender community continues to bolster the market's expansion worldwide.

Societal shift towards greater acceptance and support for LGBTQ+ communities is a key growth factor in the sex reassignment surgery market. This shift is not only influencing individual and familial attitudes but also prompting legislative changes in many countries, leading to improved healthcare rights and accessibility for transgender individuals. This inclusivity fosters a supportive environment where individuals feel more empowered to pursue gender-affirming surgeries. Furthermore, growing visibility of transgender individuals in media and public life has played a critical role in normalizing transgender issues and reducing stigma, thereby increasing the demand for such surgeries.

Technological advancements in surgical procedures have significantly contributed to the growth of the sex reassignment surgery market. Innovations in surgical techniques and postoperative care are not only enhancing the safety and outcomes of these surgeries but also reducing recovery times. Surgeons are increasingly employing minimally invasive techniques that offer better aesthetic results and lower complication rates. Additionally, the integration of advanced imaging technologies and robotics in surgical procedures is further improving precision and outcomes, making the surgeries more appealing to potential candidates. These advancements are pivotal in expanding the market as they offer new possibilities for individuals seeking gender affirmation.

Accessibility and affordability of sex reassignment surgeries have improved markedly, contributing to market growth. Many countries are now offering coverage for gender-affirming surgeries under public health systems or private insurance plans, making them financially accessible to a broader population. This shift is critical in regions where high costs have previously been a barrier to accessing such surgeries. The growing number of specialized clinics and trained healthcare professionals has resulted in shorter waiting times and increased patient confidence, further driving the demand for these procedures. The rise in medical tourism for affordable and quality procedures in countries like Thailand and Mexico also propels market growth.

From a regional perspective, North America and Europe remain at the forefront of the sex reassignment surgery market owing to progressive legal frameworks and high healthcare standards. However, Asia Pacific is emerging as a significant market, driven by increasing acceptance and the availability of cost-effective surgical options. Countries like Thailand and India are becoming popular destinations for medical tourism, attracting international patients seeking quality surgeries at competitive prices. The Middle East and Africa, although slower in market development, are witnessing gradual improvements as cultural perceptions evolve and healthcare systems become more inclusive. Latin America also shows potential growth as policies and societal attitudes towards transgender individuals continue to progress.

Procedure Type Analysis

The procedure type segment of the sex reassignment surgery market is primarily divided into male-to-female (MTF) and female-to-male (FTM) surgeries. MTF surgeries are more prevalent due to a higher prevalence of individuals assigned male at birth seeking to transition to female. These procedures typically involve a combination of surgeries such as breast augmentation, facial feminization, and genital reconstruction. The advancements in surgical techniques have made these procedures safer and more effective, contributing to their increasing popularity. The demand for MTF surgeries is also driven by improved societal acceptance and the desire for individuals to align their physical appearance with their gender identity.

On the other hand, FTM surgeries are gaining prominence with advancements in surgical methods that enhance outcomes. These procedures often involve mastectomy, phalloplasty, or metoidioplasty, each offering unique benef

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Gender Reassignment Surgery Market Size 2025-2029

The gender reassignment surgery market size is forecast to increase by USD 374.2 million, at a CAGR of 11.2% between 2024 and 2029.

The market is experiencing significant growth due to the increasing number of individuals opting for sex change procedures worldwide. This trend is driven by the growing acceptance and recognition of transgender and gender non-conforming individuals, leading to a surge in demand for medical solutions to help them align their physical identity with their gender identity. Advancements in medical technology have also played a crucial role in the market's expansion, enabling surgeons to perform these procedures more safely and effectively than ever before. However, the high cost of gender reassignment surgeries remains a significant challenge for many individuals seeking these procedures. Despite this obstacle, the market's potential for growth is substantial, particularly as societal attitudes towards gender identity continue to evolve and more individuals feel empowered to seek out the medical solutions they need to live authentically. Companies operating in this market can capitalize on this trend by offering affordable financing options, partnering with insurance providers, and investing in research and development to further advance surgical techniques and reduce costs.

What will be the Size of the Gender Reassignment Surgery Market during the forecast period?

Explore in-depth regional segment analysis with market size data - historical 2019-2023 and forecasts 2025-2029 - in the full report.
Request Free SampleThe market continues to evolve, driven by advancements in medical technology, growing societal acceptance, and increasing demand for comprehensive care. Surgical implants, preoperative counseling, and surgical techniques are constantly improving to enhance patient satisfaction and outcomes. Body image, a significant factor in the decision-making process, is addressed through various means, including social support groups and mental health services. Gender identity, a complex construct, is being explored through clinical trials and psychological counseling, aiming to provide more personalized and effective care. Hormone therapy, a crucial aspect of gender affirmation, is subject to ongoing research and refinement. Healthcare costs, a barrier for many, are being addressed through insurance coverage and medical tourism. Infection control, surgical risks, and pain management are essential components of quality care, with data analysis and evidence-based practices guiding best practices. Facial feminization and breast augmentation are popular procedures, but genital reconstruction and voice therapy are also gaining attention. Ethical considerations, patient advocacy, and long-term effects are crucial areas of focus. Sexual health, scar management, fertility preservation, and postoperative support are essential aspects of holistic care. Professional guidelines and post-operative care ensure consistent quality, while follow-up appointments and community resources provide ongoing support. Psychosocial assessment and informed consent forms are integral parts of the preoperative process. Medical imaging and patient education are essential for accurate diagnosis and effective treatment. The market is characterized by continuous dynamism, with ongoing unfolding of market activities and evolving patterns. Adverse events, healthcare access, and patient advocacy are ongoing concerns, requiring constant attention and innovation. The ultimate goal is to improve patient outcomes, enhance quality of life, and ensure ethical and compassionate care.

How is this Gender Reassignment Surgery Industry segmented?

The gender reassignment surgery industry research report provides comprehensive data (region-wise segment analysis), with forecasts and estimates in 'USD million' for the period 2025-2029, as well as historical data from 2019-2023 for the following segments. TypeMale to femaleFemale to maleEnd-userHospitalsSpecialty ClinicsAmbulatory Surgical Centers (ASCs)Distribution ChannelPublic healthcare systemsPrivate healthcare providersTechnologyMinimally invasive techniquesRobotic-assisted surgeryTraditional open surgeryPatient DemographicsAgeSocioeconomic statusGeographyNorth AmericaUSCanadaEuropeGermanySpainUKAPACIndiaMalaysiaThailandSouth AmericaArgentinaBrazilRest of World (ROW)

By Type Insights

The male to female segment is estimated to witness significant growth during the forecast period.The market encompasses various procedures aimed at helping individuals with gender dysphoria transition into their identified gender. This process often includes hormone therapy and psychological counseling to ensure readiness and understanding of the implications. Hormone therapy, while not mandatory, helps patients align their physical appearance with their gender identi

The global gender reassignment surgery (GRS) market is experiencing robust growth, driven by increasing societal acceptance of transgender individuals, advancements in surgical techniques resulting in improved outcomes and reduced complications, and expanding access to healthcare services, including gender-affirming care. The market's compound annual growth rate (CAGR) of 12.20% from 2019 to 2024 suggests a significant upward trajectory. While precise market size figures for 2019-2024 are unavailable, considering the CAGR and the market's projected value in 2025 (which we'll estimate later), we can infer substantial market expansion during this period. The segmentation by surgery type (male-to-female and female-to-male) reflects the diverse needs within the transgender community, and understanding the market share of each segment is crucial for targeted market analysis. Geographic variations exist; North America and Europe currently hold larger market shares due to higher acceptance rates and greater access to specialized medical facilities. However, Asia-Pacific, driven by increasing awareness and changing social attitudes, is anticipated to witness rapid growth in the coming years. Factors such as the cost of surgery, limited insurance coverage in certain regions, and lingering societal stigma remain constraints to broader market penetration. To illustrate market size projections, let's assume a 2025 market value of $500 million (a reasonable estimate considering the growth rate and industry dynamics). Using the 12.20% CAGR, we can extrapolate the market size for subsequent years in the forecast period (2025-2033). Further segmentation based on the listed regions (North America, Europe, Asia Pacific, Middle East & Africa, South America) would require specific data, but based on current trends, a significant portion of the market will likely be concentrated in North America and Europe, with Asia-Pacific showing the most substantial growth. The leading companies listed – including Mount Sinai, Boston Medical Center, and several specialized clinics – underscore the involvement of both large healthcare systems and smaller, specialized surgical centers in the provision of GRS services. Further research into the specific market shares of each segment and region would yield a more granular understanding of this dynamic market. Recent developments include: In February 2022, The Bellvitge University Hospital in L'Hospitalet de Llobregat (Barcelona) carried out the surgery using a surgical robot to conduct a vaginoplasty with a peritoneal flap on a 30-year-old patient. It is one of the first gender reassignment operations in Europe carried out by robots., In February 2022, Carillion Point Surgery Center opened its doors as an outpatient ambulatory surgery center for surgeons needing a professional, Medicare-certified environment to perform gender-confirming surgeries in addition to general plastic and cosmetic surgeries.. Key drivers for this market are: Growing Burden of Gender Dysphoria and Rising Awarneness for Transgender Related Problems, Rising Government Initiatives. Potential restraints include: Growing Burden of Gender Dysphoria and Rising Awarneness for Transgender Related Problems, Rising Government Initiatives. Notable trends are: Male to Female Segment Of the Market is Expected to Project Significant Growth Over the Forecast Period.

According to Cognitive Market Research, the global Sex Reassignment Surgery market size is USD 645.2 million in 2024. It will expand at a compound annual growth rate (CAGR) of 12.30% from 2024 to 2031.

North America held the major market share for more than 40% of the global revenue with a market size of USD 258.08 million in 2024 and will grow at a compound annual growth rate (CAGR) of 10.5% from 2024 to 2031.
Europe accounted for a market share of over 30% of the global revenue with a market size of USD 193.56 million.
Asia Pacific held a market share of around 23% of the global revenue with a market size of USD 148.40 million in 2024 and will grow at a compound annual growth rate (CAGR) of 14.3% from 2024 to 2031.
Latin America had a market share for more than 5% of the global revenue with a market size of USD 32.26 million in 2024 and will grow at a compound annual growth rate (CAGR) of 11.7% from 2024 to 2031.
Middle East and Africa had a market share of around 2% of the global revenue and was estimated at a market size of USD 12.90 million in 2024 and will grow at a compound annual growth rate (CAGR) of 12.0% from 2024 to 2031.
The Male to Female held the highest Sex Reassignment Surgery market revenue share in 2024.

Market Dynamics of Sex Reassignment Surgery Market

Key Drivers for Sex Reassignment Surgery Market

Growing Acceptance and Awareness to Increase the Demand Globally

Increased societal recognition and information about transgender identities are fostering a growing openness among individuals to recollect and pursue gender-maintaining surgeries (SRS). Greater visibility in media representation and ongoing advocacy efforts have performed pivotal roles in this advantageous fashion. As societal attitudes evolve, more transgender individuals feel empowered to specify their genuine selves and get entry to scientific options that align with their identities. This cultural shift signifies a broader motion toward inclusivity and admire for various gender identities, growing safer spaces for individuals to discover and embody their gender identities authentically. The elevated popularity and focus surrounding transgender stories replicate development in the direction of an extra equitable and compassionate society.

Medical Advancements and Accessibility to Propel Market Growth

Advancements in surgical strategies and era are revolutionizing gender-declaring surgical procedures (SRS), making them safer, extra effective, and less invasive. These developments now not only enhance surgical outcomes but also contribute to shorter recuperation instances and decreased publish-operative headaches. Improved admission to healthcare, consisting of elevated insurance coverage for gender-affirming remedies in various regions, is making SRS more achievable for transgender individuals. This expanded accessibility enables the alleviation of monetary obstacles that, when hindered, get admission to essential medical care. As a result, more individuals are able to undergo SRS with the help of comprehensive healthcare services, improving their normal well-being and high quality of existence. These scientific improvements and progressed accessibility underscore great development in the direction of ensuring equitable healthcare alternatives for transgender groups worldwide.

Restraint Factor for the Sex Reassignment Surgery Market

High Cost to Limit the Sales

SRS approaches can impose big economic burdens on individuals despite a few areas presenting coverage insurance. The high prices associated with surgical procedures, such as clinic charges, anesthesia, and up-operative care, pose massive boundaries for plenty looking for gender-asserting remedies. In areas with confined healthcare insurance or where coverage might not absolutely cover these processes, the out-of-pocket fees can be prohibitively pricey. This economic stress disproportionately impacts transgender folks who regularly face discrimination in employment and healthcare get admission to, exacerbating the project of affording SRS. Advocacy for stepped-forward insurance coverage and monetary help programs is essential to mitigate those limitations and ensure equitable admission to essential healthcare offerings. Addressing the affordability of SRS remains an essential aspect of advancing transgender rights and healthcare fairness globally.

Impact of Covid-19 on the Sex Reassignment Surgery Market

The COVID-19 pa...

This dataset contains surveillance study estimates for population size, HIV prevalence, and ART coverage among female sex workers (FSW), men who have sex with men (MSM), people who inject drugs (PWID), and transgender men and women (TGM/W) from 2010-2023. It was created to support the UNAIDS Estimates Key Population Workbook for use by HIV estimates teams in sub-Saharan Africa. Key population surveillance reports, including Ministry of Health-led biobehavioural surveys, mapping studies, and academic studies were used to populate the database.

The dataset was populated using existing key population size estimate databases including:

UNAIDS Key Population Atlas

US Centers for Disease Control and Prevention surveillance database

Global Fund against HIV/AIDS, TB, and Malaria surveillance database

Global.HIV database

Systematic review databases among MSM (Stannah et al, 2019 and Stannah et al., 2023) and PWID (Degenhardt et al., 2023)

and was additionally supplemented by a literature review of peer-reviewed and grey literature sources.

The data can be explored in this web application and the accompanying manuscript can be found here

Psychiatric comorbidities, lifestyle habits, and risk behaviors in adopted versus non-adopted transgender individuals. Variable frequencies are presented as number of subjects with/without the condition in each group. OR: Odds Ratio; CI: Confidence Interval; NC: Not calculable due to zero cells. In a few cases the information was missing, this is reflected by the numbers not adding to the entire group size.

Since 2010, the number of reported cases of homicides of transgender people worldwide increased from below 180 to more than 320 in 2023. It is assumed that only a minority of the cases actually are reported, and the actual number is estimated to be significantly higher.

Abstract Violence against LGBT people has always been present in our society. Brazil is the country with the highest number of lethal crimes against LGBT people in the world. The aim of this study was to describe the characteristics of homicides of LGBT people in Brazil using spatial analysis. The LGBT homicide rate was used to facilitate the visualization of the geographical distribution of homicides. Public thoroughfares and the victim’s home were the most common places of occurrence. The most commonly used methods for killing male homosexuals and transgender people were cold weapons and firearms, respectively; however, homicides frequently involved beatings, suffocation, and other cruelties. The large majority of victims were aged between 20 and 49 years and typically white or brown. The North, Northeast and Central-West regions, precisely the regions with the lowest HDI, presented LGBT homicide rates above the national rate. LGBT homicides are typically hate crimes and constitute a serious public health problem because they affect young people, particularly transgender people. This problem needs to be addressed by the government, starting with the criminalization of homophobia and the subsequent formulation of public policies to reduce hate crimes and promote respect for diversity.

Demographics and socioeconomic data of adopted and non-adopted controls at the time of presentation.

Introduction

LGBT Statistics: The LGBTQ+ community, encompassing individuals who identify as lesbian, gay, bisexual, transgender, queer, or questioning, represents a diverse and vibrant segment of the global population. This community includes people of all races, ages, and socioeconomic backgrounds, contributing significantly to the cultural, economic, and social fabric of society.

Historically, the LGBTQ+ rights movement gained momentum in the mid-20th century, with milestones such as the Stonewall Riots of 1969 catalyzing change. This article will guide you effectively throughout as it covers all recent trends and analyses of LGBT from different perspectives.

The Northern Ireland Life and Times Survey (NILT) series began in 1998, and was the successor to the previous Northern Ireland Social Attitudes series, which was discontinued in 1996.
The main aims of the NILT series are:

• to monitor public attitudes towards social policy and political issues in Northern Ireland;
• to provide a time series on attitudes to key social policy areas;
• to facilitate academic social policy analysis;
• to provide a freely available resource on public attitudes for the wider community of users in Northern Ireland.

NILT originally had a companion series which also began in 1998, the Young Life and Times Survey (YLT), although the YLT methodology changed in 2003 and it is conducted separately each year. The Kids' Life and Times (KLT) survey of P7 children (10-11 year olds) is also part of the same suite of surveys as YLT and NILT.

NILT also forms part of the International Social Survey Programme (ISSP), although it does not do so every year. Unfortunately, NILT did not run in 2011 due to funding issues, though YLT ran as normal that year; NILT resumed in 2012 (SN 7408). In addition, several open access teaching datasets were created by ARK (Access Research Knowledge) from various years of NILT, covering different topics such as Lesbian, Gay, Bisexual and Transgender (LGBT) issues, politics and community relations, attitudes to ageing and ageism, and dementia.

Further information about the series may be found on the ARK http://www.ark.ac.uk/nilt/" target="_blank" rel="noopener">NILT webpage.

The Northern Ireland Life and Times Survey, 2012: Lesbian, Gay, Bisexual and Transgender Issues Teaching Dataset is part of a suite of teaching and learning resources created as part of a Higher Education Academy (HEA) strategic project focusing on teaching research methods. The project Learning by numbers: new open educational resources for teaching quantitative methods involved the creation of new teaching datasets from two major surveys focusing on Northern Ireland, with accompanying 'student-friendly' documentation and teaching guidelines. Specifically, two teaching datasets were created using NILT 2012 (see also SN 7547, which covers politics and good relations) as well as a time-series teaching dataset drawing on the 2003-2012 Young Life and Times (YLT) surveys (see SN 7548). Documentation combining an edited technical report and codebook accompanies the teaching datasets. This documentation includes details of all the variables included in the teaching datasets as well as a summary technical report, with the main issues outlines in accessible language, for example, research design, sampling and response rates. Teaching guidelines drawing upon the particular variables included in the datasets are also available.

This dataset focuses on public attitudes to Lesbian, Gay, Bisexual and Transgender (LGBT) issues in Northern Ireland. It is based on NILT 2012, and adapted for the purposes of this project. Some variables have been constructed and/or simplified for this teaching dataset – notes are provided in the codebook. While the teaching datasets contains the same total number of respondents, they are intended for teaching purposes only; it is advisable to use the original NILT 2012 study (see SN 7408) for research. Further information about the teaching datasets may be found on the ARK Teaching datasets: Learning by numbers webpage.

Approaches used for extrapolations to national population size estimates in countries with known estimation methods for female sex workers (FSW), men who have sex with men (MSM), people who inject drug (PWID) and transgender women in low- and middle-income countries, 2010–2014.

This statistics shows the results of a survey about the global attitude towards the lesbian, gay, bisexual, transgender and/or intersex (LGBTI) community in 2016. When asked whether they personally knew someone who did not identify with the sex they were assigned at birth or someone who identified themselves as transgender, more than 55 percent of Jamaican respondents stated that they did not personally know anyone like that.