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Record W2732723368

Faculty Professional Development Needs and Career Advancement at Tribal Colleges and Universities

2017· article· en· W2732723368 on OpenAlex
Ahmed Al‐Asfour, Suzanne Young

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

Venue˜The œjournal of faculty development · 2017
Typearticle
Languageen
FieldSocial Sciences
TopicHigher Education Research Studies
Canadian institutionsnot available
Fundersnot available
KeywordsMainstreamHigher educationVocational educationSociologyPedagogyPublic relationsPolitical scienceLaw
DOInot available

Abstract

fetched live from OpenAlex

TRIBAL COLLEGES AND UNIVERSITIES (TCUs) were conceived in the late 1960s in order to provide higher education to Native Americans living on reservations (Schmidt & Akande, 2011). According to Guillory and Wolverton (2008), mainstream institutions struggled to accommodate American Indians and create environments suitable for their perseverance resulting in degree completion (p. 58). Hence, TCUs have played an important role in making higher education accessible to tribal communities. Because many mainstream higher education institutions failed to accommodate the educational needs of Native Americans, tribal leaders felt the need to meet those demands for education on the reservations (Guillory & Wolverton, 2008). Ambler (2009) discussed that many tribal leaders in the 1960s used old buildings and double-wide trailers to provide higher education in their communities. From these simple actions, Native Americans found places to attend colleges and universities on the reservations and nearby communities (William, 2007).TCUs are unique educational providers because they approach education differently compared to mainstream higher learning educational institutions. TCUs base their education philosophy on the principle that tribal students should not have to abandon their cultures, traditions, and most importantly, their families (Opp, 2007). These institutions are interested in facilitating education relevant to Native American reservations and nearby communities. William (2007) described TCUs as a whole community approach to higher education and vocational education. Al-Asfour (2012) stated that Tribal colleges are unique entities in that they work around the needs of students and their communities, not vice versa (p. 23). Many of the students attending TCUs fit the definition of non-traditional students. Most of the students are single parents, have dependents, are older than twenty-four years of age, are part or full-time employees, or have a combination of these characteristics (Schmidt & Akande, 2011).There are 37 TCUs with more than 75 sites in the United States (American Indian Higher Education Consortium, 2016). In addition, there is one TCU in Canada. Each of these TCUs was created and chartered by its own tribal government. These TCUs serve more than 30,000 Native American students and there are over 1,000 full-time and adjunct faculty members serving these students (Native American College Fund, 2016). Thus, many TCUs have taken faculty development as an important step for their growth at higher learning institutions.Literature ReviewFaculty members at TCUs benefit from faculty development in the same way as faculty members do at other traditional higher education institutions. Cannon, Kitchel, and Duncan (2013) found that faculty members need to continually cultivate skills and knowledge in order to improve their teaching and student learning. Rocca (2010) said that higher education institutions should invest significant finances, effort, and time in faculty development, even during difficult fiscal times. Further, according to Guskey and Yoon (2009), faculty development needs to have a well-structured and organized plan for all participants in order to maximize benefits and ensure success.As colleges and universities move into the 21st century, more accountability is placed on higher education institutions by government agencies, accreditation agencies, and the public sector to justify the increase in cost and the quality of education (Minter, 2009). Since higher education institutions are being held accountable, Minter (2009) suggested that faculty development should be a continuous process rather than an isolated activity. Rocca (2010) went further by suggesting that the quality of faculty teaching is one of the main contributors to institutional reputation.Faculty development has been defined in numerous ways. Faculty development is synonymous with career development, career planning, human development, training, and professional growth. …

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.624
Threshold uncertainty score0.996

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0050.001
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.069
GPT teacher head0.389
Teacher spread0.320 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it