Political Bias in College Student Access To Campus Resources

Language models have deeply penetrated various social fields, including education, healthcare, and finance. With the widespread penetration and application of language models in these fields, and with public interest in their applications, the political bias in seemingly objective language model outputs is gradually attracting attention. Model political bias can not only interfere with the objective dissemination of information but also affect user cognition, public opinion, and even global interaction. This paper explores the causes of model language political bias from three dimensions: the data layer, the model layer, and the human layer. Data source bias, uneven geographical distribution, and text selectivity can contribute to data-level language political bias. Model optimization objectives imbued with political logic, as can correction mechanisms during model training and the selectivity of the model's technical architecture. Developer intent and manager needs can also contribute to human-level language political bias. Furthermore, this paper explores the specific manifestations of language model political bias: the issue stance, political entity descriptions, and sensitive topic handling in language model output. This paper analyzes the impact of language model political bias on users, society, and the world, as well as solutions to the problem. It is hoped that this article will provide a reference for understanding the nature of language model political bias among college students and the general public, promoting rational and objective use and the healthy development of language models.

In the new situation, College students’ political cognitive are right basically, political participation, rational, the practical political socialization keep a positive trend. But there are still utilitarian political apathy emotional political evaluations of political theater, universal and with deviation. So, should earnestly for school of ideological and political theory course teaching, strengthen college students’ political socialization, the establishment of the macro environment full attention and play of the carrier function of mass media, overcome in the process of socialization college students’ political bias, the improvement of college students’ political socialization effect.

Climate change is currently a topic of debate that is discussed not only within the physical science community but also by those in policy. Outside of these communities lies the American public, often not seeking out climate change research, but rather ingesting information interpreted by a third party, most likely through a political lens. Given the increased attention to natural disasters, one area of concern is the possible relationship between climate change and natural disasters. An assessment of the public’s opinion on this relationship has seen minimal research and none regarding college students. College students are a unique subset of the populace for their age, media sensitivity, and possible future in policy or research. This study surveyed college students in geography courses at Kent State University regarding their opinion of the effect of climate change on various natural disasters, while given examples of recently occurring natural disasters. The natural disasters included both atmospheric-related and nonatmospheric-related phenomena. The results show similar responses for those natural disasters that are atmospheric related. However, disparities exist between atmospheric-related and nonatmospheric-related natural disasters, illustrating a lack of knowledge between climate change and nonatmospheric natural disasters, especially tsunamis. Finally, females were found more likely to agree with the effect of climate change on natural disasters, while males were more likely to disagree.

The author conducted an online survey of students and faculty members at a medium-sized, Midwestern, public university to determine whether or not members of both groups would label a professor or instructor as politically biased if he or she engaged in specific behaviors. Overall, the results indicated that students and faculty members define bias similarly, though there are some noteworthy differences. Key words: Academic bias, college students, faculty members, perceptions.

The purpose of the current project is to determine how college students define po litical bias in the classroom. There have been a number of recently published books and reports about the existence of a liberal bias in academia (e.g., ACTA 2005, ACTA 2006, Berube 2006, Black 2004, Horowitz 2006, Horowitz 2008, and Shapiro 2004). Sociology is one of the disciplines that is most frequently cited as producers of bias in two of these studies (ACTA 2006, Horowitz 2006), as well as in two Web sites on which students can post accusations of bias (No Indoctrination, http:// noindoctrination. org/cgibin/viewlistings. cgi, and Students for Academic Freedom, http:// www.studentsforacademicfreedom.org/ comp/default. asp).l Furthermore, sociolo gists may be accused of bias because stu dents often resist or object to the material presented in sociology classes, especially when faculty members discuss sex and gen der and/or race and ethnicity (see Andersen and Miller 1997, Chaisson 2004, Hartung 1990, Moore 1997, Neitz 1985, and Turkel 1986). For these reasons, sociologists should have a comprehensive understanding

ABSTRACTIn an era where claims of “fake news” abound and more people turn to social media for their daily updates, knowing how to find and critically appraise information is more important than ever. The workshop discussed in this article aims to provide college students with the news literacy needed to make educated decisions about the information they find online.Courses: This workshop is relevant for courses that address the evaluation of information, the value of different sources, the role played by personal biases, and the provenance of ideas, including Introduction to Communication, Public Speaking, Persuasive Communication, Health Communication, and Media Studies.Objectives: This activity aims to help students compare and contrast the different meanings of “fake news” and misinformation; identify the various biases that impact selection and interpretation of information; develop a set of guidelines with which to evaluate information quality; and apply evaluation guidelines to contemporary news items.

Recently many women's studies program directors have come to regard nation-wide trend toward revision of curriculum as a threat to health of their programs. The core though its form may vary from school to school, generally consists of those courses a college or university deems necessary for graduation. These courses, which can vary from year to year, decade to decade, reflect political and cultural biases of curriculum committees institute them. The current sweep of curriculum revision is generally conceded to have begun with Harvard's decision in 1975 to institute a new curriculum of general education courses required of all students. The last ten years have seen hundreds of colleges attempting to revise structure and content of required courses; those who did not move to do so in late 1970's or early 1980's are likely to begin contemplating revision in light of February, 1985, report of Association of American Colleges, which found American college and university curricula lacking in coherence. Clearly, if women's studies program directors do not alert themselves to implications of large-scale revision, white, male academic power structure may be tempted to exclude from curriculum those courses are too often regarded as marginal, narrow, supplementary, or clearly elective in nature-for instance, most women's studies courses. Our years of experience in dealing with academic patriarchy should not only alert us to dangers of revision but also reveal to us strategies for turning danger into opportunity. Core curriculum revision does, in fact, present enormous opportunities for women's studies. Inclusion among offerings leads to higher course enrollments from a broader student population. Core inclusion also carries with it a validation within academic community is equally valuable. William Bennett, Secretary of Education, and supporter of revision, has often been quoted as saying such a process represents a return to idea that some things are more important to know than others. Bennett's words can serve as a call to supporters of traditional, elitist, androcentric curriculum-or they can afford curricular revisionists an opportunity to validate newer courses of study that, like women's studies, broaden students' perspectives. Clearly, Bennett, who-while still chair of National Endowment for Humanities--issued a report castigating American colleges and universities for failing to give their students an adequate education in western culture and traditions, finds suspect curricular innovations like women's studies and ethnic studies. His claim American college students are presently being ripped off and his advocacy of a curriculum preserves traditional culture and offers students the best have given a new impetus to conservative, elitist forces who are only too eager to restore glory of standard presixties curriculum, which excluded study of women and their achievements. My recent experience with revision at Eastern Connecticut State University suggests even when statement of philosophy includes noble mission of equipping students to deal with a rapidly changing,

Faculty play an essential role in providing access for college students with LD. Though many recommendations exist in the literature for educating faculty about their roles regarding students with LD, it is unclear whether these strategies are actually addressing faculty needs. To examine this issue, the evolving role of faculty is discussed. Current practices in faculty education pertaining to college students with LD are reviewed. Discrepancies between the evolving faculty role and current faculty education practices are examined. Guiding questions are proposed for expanding faculty education efforts and models to keep pace with the evolving faculty role in providing access for college students with LD.

This study examined how the prevalence of online learning increases educational outcomes and access for students with disabilities, exploring the factors associated with these learners’ self-efficacy in virtual environment. College students with disabilities (n = 278) were surveyed about their experience with online courses, overall technology competence, and preferred instructional modalities. Online learning self-efficacy (OLSE) was used as the outcome. Factors associated with OLSE were technological competence and delivery preferences. Students with medical disabilities, in comparison to their peers with a psychological and/or learning disability, reported a higher level of OLSE in the virtual environment. These factors collectively accounted for 33.7% of the variance in OLSE (R2 = .36, F = 19.631, p < .001). Improving the accessibility of online learning for students with disabilities will promote best practices in online learning for all students. Accessibility mind-sets have been increasingly called for as higher education institutions are offering online courses.

This examine sightsees and equates the learner assist systems at Virtual University (VU) and Allama Iqbal Open University (AIOU) in Pakistan, focusing on their effectiveness in talking the desires of distance newbies. The number one independent is to evaluate how these structures differ in structure, delivery, and consumer-friendliness, and to assess their strengths and obstacles in facilitating pupil appointment, retention, and academic success. A mixed-strategies method is used, combining quantitative surveys, qualitative semi-based interviews, recognition organization discussions, and observations. Virtual Learning Management System (LMS), with over 85% of respondents indicating satisfaction with the availability of course materials. AIOU’s hybrid model obtained combined reviews, with 70% of college students knowing the significance of its nearby take a look at centers and conventional broadcast strategies in addressing technological gaps in rural areas. The findings monitor that VU’s completely digital version excels in scalability and correctness however faces demanding situations in terms of virtual inequality, with college students in rural and underserved areas suffering with internet access and restrained communique with teachers. AIOU’s hybrid model, combining conventional face-to-face help with virtual assets, is more inclusive, mainly for college students in faraway regions, but suffers from inconsistencies in useful resource allocation and logistical disorganizations. The take a look at highpoints the rank of addressing the digital divides and suggests that a hybrid method, integrating the strengths of both models, should higher meet the diverse needs of newbies. The research donates to the broader discourse on distance schooling in Pakistan and offers references for a hit learner guide structures to beautify scholar success and appointment. The study also opens avenues for future studies at the lengthy-time period impact of various learner help models and the way they may be tailor-made to cope with diverse pupil wishes crossways socio-economic and geographic contexts. This study provides essential new facts for the Application &amp; improvement of learner help machine in Pakistan and different comparable international instances. It is likewise highlights how innovation distances mastering can enhance accessibility and inclusivity for all college students.

Firearm access and storage practices among suicidal texas-based college students.

In this study, a vocabulary cognition experiment is designed with cross-language startup paradigm from the cognitive perspective to analyze the time course of English vocabulary semantic accessibility of college students, the influence of words and speech information on English semantic accessibility, and the relationship between English learning and Chinese learning and their mutual influence on the cognitive process. The experiment uses event-related potential technology to record the sensory and cognitive processes of the brain online in a continuous and real time manner. The components of the scalp area are separated to determine the cortical areas activated by the mental activity, thus determining the internal nerve source of the explicit behavior. This study discusses English vocabulary learning from the perspective of cognitive linguistics, mainly to understand learners' cognitive characteristics and cognitive process of English vocabulary learning. In view of this phenomenon, it is proposed that learners should establish the cognitive schema of English vocabulary to form the semantic network of English vocabulary, overcome the negative transfer of mother tongue, and achieve vocabulary cognition through a great deal of English input and mastery of context knowledge. This study complements the research on vocabulary cognition of college students, and the results provide theoretical guidance for college students' English learning and language teaching.

This study investigated the extent to which standardized reading performance, individual perceptions of reading and test taking skills, and test anxiety predict the amount of extended time needed to equalize test access for college students with disabilities. Thirty-seven college students with a specific learning disorder (LD) and/or an attention deficit hyperactivity disorder (ADHD) diagnosis who received university test accommodations were recruited to participate in this study, along with 37 controls. All participants individually completed standardized reading tests and rating scales, and a timed reading comprehension task in a group setting. Results indicated that participants receiving test accommodations utilized approximately 14% more time than control participants to complete the timed reading task. Regression analyses indicated that the differences in time required to complete the reading comprehension task were related to participants’ reading fluency and decoding, as well as perceptions of the strength of their reading and test taking skills.

This article aims to examine food accessibility for college students who moved away from their parents’ home, focusing on both objective and perceived perspectives. It considers all the food options surrounding them in the city where they lived for their studies. Using a qualitative methodology based on interviews with 24 students living away from their parents’ home, local stakeholders, heads of university organizations, and field observations, this research shows a gap between objective accessibility (OA) and perceived accessibility (PA) of the supply of food shops, whereas a greater convergence is observed for offers of meals taken away from home. The results show that food options that are available close to where college students live (study, home, commute) are not often included in their set of consideration. Furthermore, they experience conflicts between the three dimensions of PA (price, distance, and cognitive). College students react to these conflicts with different coping strategies depending on their level of food and urban literacy. To improve food accessibility, it is necessary to adopt an integrated approach according to the types of literacy.

To understand green economy literacy and awareness, this study tries to understand the relationship between parental education level, student financial literacy, student access to financial information and personal financial management experience. The green economy is an economic system for sustainable development concerned with the environment. Since it is becoming increasingly relevant today, the young generation, particularly college students, is at the forefront of this change in making decisions that have financial and environmental implications. However, the factors influencing their understanding and awareness of the green economy are poorly understood. The study uses 278 samples of vocational students. The results show that student financial literacy and access to financial information affect green economy literacy and awareness. However, parental education and student experience in financial management, as well as demographic characteristics such as age, gender, student’s semester, and financial course experience, do not affect the green economy. The findings of this study could have significant implications for universities and policymakers. The university needs to increase student engagement in the green economy by fostering students’ financial literacy, while policymakers must conduct active campaigns to promote the green economy.