Academic Librarians Would Benefit from Instruction on Conducting Research
Bibliographic record
Abstract
Objectives – To survey and ascertain the level of confidence academic librarians demonstrate with regard to performing and consuming research, as well as to gather information in order to plan a curriculum that would offer professional continuing education programming for librarians interested in enhancing their research skills. 
 
 Design – Web-based survey of academic librarians on their level of confidence with regard to performing and consuming research. 
 
 Setting – Various email lists with academic librarians as subscribers.
 
 Subjects – 918 self-selected academic librarians who subscribe to email lists.
 
 Methods – The authors chose to gather a convenience sample of academic librarians by sending a survey via various email lists. A link to an informed consent notice was sent via the request for participation and then linked to the survey. The survey consisted of 19 questions and gathered information regarding four areas: current research practices, self-evaluation of confidence in research practice, research courses in which the participants participated either during their library and information studies (LIS) programs or through other means, and demographic information and information related to support provided by the librarians’ home institutions. The authors adapted their survey from other previously published surveys, and it was pre-tested for its effectiveness and reviewed by the Institutional Review Board. Question 10 included a confidence scale from 1-5 with 1 being “Not at All Confident” and 5 being “Very Confident.” The confidence scale was used to capture respondents’ self-perceptions of their research design expertise. Various statistical tests were performed.
 
 Main Results – The authors received 918 responses to their call for participation, with 809 completing the full survey; incomplete responses were not excluded. Results indicate that the vast majority of academic librarians are focused on staying current with regard to the literature, and there is the assumption or expectation that they will do this as part of their job duties. While nearly 78% of librarians view the table of contents of journals, fewer librarians regularly read the full content, as time is a determining factor with regard to consumption of the literature. The results show that 62% of academic librarians have undertaken some type of research since graduating with an LIS degree, but they do not necessarily publish or disseminate their results; only 77% of those who had done research had presented at conferences, published in a journal, or presented at their institution in an informal setting. 
 
 A confidence scale was used to determine the level of confidence in performing certain research tasks, and while respondents recorded the highest level of confidence in conducting a literature review, the lowest levels of confidence were noted for the ability to design a project to test their questions and to analyze research data. Respondents were fairly confident on average with regard to turning their topics into questions, gathering data, reporting results in a written format, reporting results verbally, and identifying appropriate places to disseminate results. The authors chose to analyze two variables with regard to their question on confidence (Average Confidence and Conduct Research), as they predicted that whether librarians conduct research after completing their LIS studies was dependent upon their confidence in performing evidence-based research. After running a logistic regression analysis in SPSS, 
 the authors found that confidence may be a predictor for research performance. 
 
 With regard to training in research methods, only 26% of respondents felt that their LIS training provided them with the background to perform research tasks. The authors analyzed the data in this instance and found that there is no statistically significant relationship between the belief that LIS training prepared them and the likelihood of performing research. 
 
 The demographic section of the survey provided the authors with information regarding research support from institutions, and asked librarians if they are tenure track/promotion, promotion only, or not eligible for tenure and promotion. The results showed that 45% were eligible for tenure, 28% achieved tenure, 48% had been through the tenure process, and 40% had other degrees in addition to their LIS qualification.
 
 Conclusion – By surveying a sample of academic librarians, the authors were hoping to gather information about their confidence level, training level, and current practices with regard to research. The data was collected as a way to inform the authors as to how they could best design a curriculum for continuing education in research practice. The survey results show that academic librarians are confident with regard to consumption of the literature and developing research questions, but less confident with regard to gathering and analyzing data. 
 
 The proposed curriculum would provide training on conducting research, and the authors’ eventual goal is to offer an “Institute for Research Design in Librarianship” that would help librarians, especially those who are required to do research for tenure and promotion purposes, to perform the more difficult aspects of research such as design and analysis. Librarians would complete the course and be able to return to their home institutions with the capability to perform all steps in the research process.
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.
How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.002 | 0.004 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.002 | 0.834 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.004 | 0.001 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; both teacher heads agree on what is shown here.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".