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AI image generators tend to exaggerate stereotypes
AI image generators tend to exaggerate stereotypes
The examples in this article are all from older images, but the problems of bias in AI image generators remain. Unless you are explicitly prompting to avoid stereotypes, AI image generators reflect the bias of the images they trained on. Even if you do prompt to avoid stereotypes, it can still be a problem.
·snexplores.org·
AI image generators tend to exaggerate stereotypes
Accessibility personas
Accessibility personas
This site from the UK government includes a series of personas of people with different access needs and required supports. In addition to the personas are simulations where you try to complete tasks on websites as these people with disabilities experience them. You can see how poor design affects their ability to complete tasks, as well as see an improved design that makes it easier for users with disabilities to use websites. Even though this is more about general web content, a lot of this applies to elearning as well.
·personas-prototype.herokuapp.com·
Accessibility personas
Inclusive Learning Survey
Inclusive Learning Survey
Will Thalheimer and Ingeborg Kroese have developed survey questions to help measure how inclusive learning experiences are. You can read about the research, development, and pilot process on the website. The survey questions are available for free with a CC license.
·inclusivelearningsurvey.org·
Inclusive Learning Survey
Cross-Cultural Motivation
Cross-Cultural Motivation
Most motivation theories in use today were developed in the United States by Americans and about Americans. Of those that were not, many have been strongly influenced by American theoretical work. Americans' strong emphasis on individualism has led to the expectancy and equity theories of motivation: theories that emphasize rational, individual thought as the primary basis of human behavior. The emphasis placed on achievement is not surprising given Americans' willingness to accept risk and their high concern for performance. The theories therefore do not offer universal explanations of motivation; rather, they reflect the values system of Americans.
·home.skif.net·
Cross-Cultural Motivation
Enhancing the motivation of African American students: An achievement goal theory perspective Journal of Negro Education, The - Find Articles
Enhancing the motivation of African American students: An achievement goal theory perspective Journal of Negro Education, The - Find Articles
Studies suggest that schools which emphasize task goals-the engagement in academic tasks for the purpose of learning and improving-are more conducive to Black students' academic success and well-being than are those that emphasize ego goals-engagement for the purpose of excelling and besting others.
·findarticles.com·
Enhancing the motivation of African American students: An achievement goal theory perspective Journal of Negro Education, The - Find Articles
Cognitive Daily: Does racial diversity help students learn?
Cognitive Daily: Does racial diversity help students learn?
By far the researchers' most significant finding was one that simply matched previous research: students who had a more racially diverse group of friends and classmates <em>outside</em> of the study tended to write essays with higher ICs. Again, however, this finding is only a correlation, and cannot on its own show that racial diversity improves learning.
·scienceblogs.com·
Cognitive Daily: Does racial diversity help students learn?
growing changing learning creating: Relying on inner teachers
growing changing learning creating: Relying on inner teachers
Looking at changing education and giving learners control of their own learning, letting their "inner teachers" guide them.
When we assume each student has an inner teacher within their minds, we will stop interfering with the discovery, cultivation and trust building with that inner teacher. The inner teacher will come to the fore of the students learning experiences and and reconfigure how they picture learning occurring. Problems with a particular learning challenge or patterns of learning efforts will get worked out between the student and the inner teacher who already knows what the underlying problems are.
When immersed in learning from everything that happens, people will appear very fascinating to each other. No two people will be the same and offer so much more to explore as their mysterious nature captivates other learners. The process of getting learned about by others-- will give each a feeling of being understood. A context of mutual respect, insight and acceptance will dramatically reduce the urge to get attention, get even or act out frustrations.
·growchangelearn.blogspot.com·
growing changing learning creating: Relying on inner teachers
ASCD: Whose Problem Is Poverty?
ASCD: Whose Problem Is Poverty?
Educational Leadership article arguing that closing the achievement gap requires a combination of both improved education and improved socionomic conditions. The article lists a number of health issues for low-income children that can affect student achievement.
·ascd.org·
ASCD: Whose Problem Is Poverty?
Top News - Panelists: Online learning can help minority students
Top News - Panelists: Online learning can help minority students
Advantages for online learning at the K-12 level to help disadvantaged students. In spite of the title, this is about more than just racial issues.
In fact, Jackson said, out of all the high schools in Illinois that implement online learning, a predominantly Hispanic high school has the highest online learning pass rate. This school has managed to recover dropouts and has encouraged parents raising children and/or working full-time to enroll as well.
<div style="margin: 0in 0in 0pt;">“Online learning isn’t just some remedial course we’re giving to minority or disadvantaged kids,” said Rose. “It’s a high-quality education that’s helping to meet individual student needs.”</div> <div style="margin: 0in 0in 0pt;">&nbsp;</div> <div style="margin: 0in 0in 0pt;">Jackson argued that sometimes online courses are even more rigorous than traditional courses, because they are more interactive, require technology literacy, and provide a host of online resources for a student to take advantage of.</div>
·eschoolnews.com·
Top News - Panelists: Online learning can help minority students