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1. Uneven Playing Field: Examining Preparation for Technical Interviews in Computing and the Role of Cultural Experiences

   Lunn, S. (June 2021, ASEE annual conference)

   null (Ed.)

   While starting a career may be challenging in any field, in computing the process tends to be aggravated by requirements of digital portfolios and technical interviews that necessitate coding extemporaneously. During the programming components, candidates are expected to offer a solution, while also giving consideration to the choice of algorithm and its time complexity. Although intended to assess the competency of the job applicants, the process is often more akin to a professional examination. Applicants are encouraged to prepare months, or even years before they begin looking for a position, an expectation that neglects to consider the obligations and responsibilities students already have. Moreover, this presumption can result in an unequal divide between those who have the time to commit, and those who are unable to do so. To examine students’ preparation for technical interviews and their own cultural experiences, we administered a survey at three metropolitan universities in Florida. Specifically, we utilized social cognitive career theory to examine: 1) Students’ preparation practices for technical interviews; 2) The impact of cultural experiences on preparation time; and 3) The relationship between preparation and job attainment. To address these topics, we used descriptive statistics, Shapiro-Wilk tests, Wilcoxon rank-sum tests, and Kruskal-Wallis tests. We also applied the community cultural wealth model to interpret our results. We observed that, in our sample, White students began preparing earlier for technical interviews, spent more time preparing, and received more job offers than non-White students. Females also spent more hours preparing on average, and received more job offers than students that did not identify as female. However, female, Black/African American, and Hispanic/Latinx students were more likely to have cultural experiences that would impact their availability to prepare, including non-computing related jobs, caring for a family member, or ongoing health issues. While we do consider the support mechanisms students may leverage to overcome obstacles, in general, these results emphasize the larger issues in existing hiring structures, and demonstrate the importance of not treating students as a monolith. The findings from this work are intended to inform educators about how to better prepare students to succeed on technical interviews, and to encourage industry to reform the process to make it more equitable. 

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2. Uneven Playing Field: Examining Preparation for Technical Interviews in Computing and the Role of Cultural Experiences

   Lunn, S.; Ross, M.; Hazari, Z.; Weiss, M. A.; Christensen, K.; Georgiopoulos, M.; Solis, T. (July 2021, 2021 ASEE Virtual Annual Conference)

   While starting a career may be challenging in any field, in computing the process tends to be aggravated by requirements of digital portfolios and technical interviews that necessitate coding extemporaneously. During the programming components, candidates are expected to offer a solution, while also giving consideration to the choice of algorithm and its time complexity. Although intended to assess the competency of the job applicants, the process is often more akin to a professional examination. Applicants are encouraged to prepare months, or even years before they begin looking for a position, an expectation that neglects to consider the obligations and responsibilities students already have. Moreover, this presumption can result in an unequal divide between those who have the time to commit, and those who are unable to do so. To examine students’ preparation for technical interviews and their own cultural experiences, we administered a survey at three metropolitan universities in Florida. Specifically, we utilized social cognitive career theory to examine: 1) Students' preparation practices for technical interviews; 2) The impact of cultural experiences on preparation time; and 3) The relationship between preparation and job attainment. To address these topics, we used descriptive statistics, Shapiro-Wilk tests, Wilcoxon rank-sum tests, and Kruskal-Wallis tests. We also applied the community cultural wealth model to interpret our results. We observed that, in our sample, White students began preparing earlier for technical interviews, spent more time preparing, and received more job offers than non-White students. Females also spent more hours preparing on average, and received more job offers than students that did not identify as female. However, female, Black/African American, and Hispanic/Latinx students were more likely to have cultural experiences that would impact their availability to prepare, including non-computing related jobs, caring for a family member, or ongoing health issues. While we do consider the support mechanisms students may leverage to overcome obstacles, in general, these results emphasize the larger issues in existing hiring structures, and demonstrate the importance of not treating students as a monolith. The findings from this work are intended to inform educators about how to better prepare students to succeed on technical interviews, and to encourage industry to reform the process to make it more equitable. 

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3. Preparing justice involved youth for transition: Employer perceptions

   https://doi.org/10.1016/j.childyouth.2023.107270  

   Mathur, Sarup R.; Clark, Heather Griller; Grayson, Annee; Robertson, Kristin Scott (December 2023, Children and Youth Services Review)

   Fernandez, Elizabeth; Merritt, Darcey H.; Sek-yum Ngai, Steven; Shlonsky, Aron (Ed.)

   In this pilot study, we sought to understand employer perspectives on hiring young applicants, especially applicants who have been involved in the juvenile justice system. A survey was conducted to assess employers’ perceptions of qualities young applicants often lack, what qualities they are seeking, and the skills, training, and/ or documents that would be beneficial for young applicants during the hiring process. The survey was deployed to 19 employers; 12 employers responded. Six employers who completed the survey also took part in follow-up interviews. In the interviews, employers expounded on how job and career preparation programs can best prepare youth for successful employment, how their companies approach hiring candidates with juvenile records, and how STEM (science, technology, engineering, and mathematics) skills are incorporated into entry level positions. Through both the survey and interview, employers also shared how the COVID-19 pandemic impacted their hiring processes. 

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4. Challenges and supports for secondary science and mathematics teacher retention

   https://doi.org/10.1111/ssm.12647  

   Lotter, Christine; Crooks‐Monastra, Jennifer; Irdam, Greysi; Yow, Jan_A (February 2024, School Science and Mathematics)

   Abstract More research related to effective ways to support and retain teachers in the teaching profession is necessary as the need for science and mathematics teachers continues to grow. Understanding how teachers perceive challenges and experience support early in their career can contribute to building environments which foster teacher retention. This mixed‐method study explored the influences on the self‐efficacy and career satisfaction of a group of 21 early‐career (2–6 years of classroom experience) secondary science and mathematics teachers who participated in a traditional university preparation program and scholarship program to prepare them for teaching in high‐need school districts. Using data from an efficacy survey and semistructured interviews, this study measured changes in teacher efficacy and described teacher leadership experiences, perceived teaching challenges, and valued supports. Results found no change in teachers' self‐efficacy scores although mean outcome expectancy scores decreased. Teachers' identification as a teacher leader was correlated with science or mathematics teaching self‐efficacy. Qualitative coding of the interviews revealed ways in which assessments, workload, school structures and polices, administration, students, and teacher community either contributed to teachers reported difficulties or supported them as early‐career teachers. The discussion offers suggestions for ways to increase secondary science and mathematics teachers' job satisfaction. 

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5. Innovative Courses that Broaden Awareness of CS Careers and Prepare Students for Technical Interviews

   Griffin, J.; Burge, L.; Goldman, S.; Aguirre, D.; Alonso Cruz, J.; Alvarez, A.; Cervantes, A.; Emanuel, S.; Gates, A.; Gillick, D.; et al (November 2022, Journal of computing sciences in colleges)

   Lu, B.; Alvin, C. (Ed.)

   While undergraduate Computer Science (CS) degree programs typically prepare students for well-established roles (e.g. software developer, professor, and designer), several emergent CS career roles have gained prominence during the 21st century. CS majors (and students considering CS as a major) are often unaware of the wide range of careers available to job candidates with a CS background. This experience report describes seven innovative courses that broaden awareness of CS career roles and prepare students for technical interviews. Five courses prepared students for these career roles: Full-Stack Developer, Product Manager, ML or NLU Scientist, Technical Entrepreneur, and User Experience Designer/Developer/Researcher. The other two courses had traditional content but explicitly prepared students for technical interviews. These courses were co-developed by industry professionals and CS professors, and co-taught during a semester-long academic program. This paper highlights the replicable aspects of the program: the courses, teaching practices, and evaluation instruments (a teaching practices inventory and a data structures inventory). 

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