the United States made 86 cents for every dollar men made. Game designing women had the closest equity, making 96 cents for every dollar men made in the same job, while audio professional women had the largest gap, making 68% of what men in the same position made. Increasing the representation of women in the video game industry required breaking a feedback loop of the apparent lack of female representation in the production of video games and in the content of video games. Efforts have been made to provide a strong STEM (science, technology, engineering, and mathematics) background for women at the secondary education level, but there are issues with tertiary education such as at colleges and universities, where game development programs tend to reflect the male-dominated demographics of the industry, a factor that may led women with strong STEM backgrounds to choose other career goals. Racial There is also a significant gap in racial minorities within the video game industry; a 2019 IGDA survey found only 2% of developers considered themselves to be of African descent and 7% Hispanic, while 81% were Caucasian; in contrast, 2018 estimates from the United States Census estimate the U.S. population to be 13% of African descent and 18% Hispanic. In a 2014 and 2015 survey of job positions and salaries, the IGDA found that people of color were both underrepresented in senior management roles as well as underpaid in comparison to white developers. Further, because video game developers typically draw from personal experiences in building game characters, this diversity gap has led to few characters of racial minority to be featured as main characters within video games. Minority developers have also been harassed from external groups due to the toxic nature of the video game culture. This racial diversity issue has similar ties to the gender one, and similar methods to result both have been suggested, such as improving grade school education, development of games that appeal beyond the white, male gamer stereotype, and identify toxic behavior in both video game workplaces and online communities that perpetuate discrimination against gender and race. LGBT In regards to LGBT and other gender or sexual orientations, the video game industry typically shares the same demographics as with the larger population based on a 2005 IGDA survey. Those of LGBT do not find workplace issues with their identity, though work to improve the representation of LGBT themes