| Literature DB >> 25250695 |
Lorena M Salto1, Matt L Riggs2, Daisy Delgado De Leon1, Carlos A Casiano1, Marino De Leon1.
Abstract
An urgent need exists for graduate and professional schools to establish evidence-based STEM (science, technology, engineering, and math) pipeline programs to increase the diversity of the biomedical workforce. An untapped yet promising pool of willing participants are capable high school students that have a strong STEM interest but may lack the skills and the guided mentoring needed to succeed in competitive STEM fields. This study evaluates and compares the impact of the Loma Linda University (LLU) Summer Health Disparities Research Program on high school (HS) and undergraduate (UG) student participants. The primary focus of our summer research experience (SRE) is to enhance the research self-efficacy of the participants by actively involving them in a research project and by providing the students with personalized mentoring and targeted career development activities, including education on health disparities. The results of our study show that our SRE influenced terminal degree intent and increased participant willingness to incorporate research into future careers for both the HS and the UG groups. The quantitative data shows that both the HS and the UG participants reported large, statistically significant gains in self-assessed research skills and research self-efficacy. Both participant groups identified the hands-on research and the mentor experience as the most valuable aspects of our SRE and reported increased science skills, increased confidence in science ability and increased motivation and affirmation to pursue a science career. The follow-up data indicates that 67% of the HS participants and 90% of the UG participants graduated from college with a STEM degree; for those who enrolled in graduate education, 61% and 43% enrolled in LLU, respectively. We conclude that structured SREs can be highly effective STEM strengthening interventions for both UG and HS students and may be a way to measurably increase institutional and biomedical workforce diversity.Entities:
Mesh:
Year: 2014 PMID: 25250695 PMCID: PMC4177228 DOI: 10.1371/journal.pone.0108497
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
Participant Demographic Characteristics at the Time of the Summer Research Experience, ABC (1997–1999, 2001–2012) & UTP (2001–2012)*.
| ABC | UTP | ABC & UTP | |
| Number of Participants | 132 | 139 | 271 |
| Male, % (n) | 31% (39 of 127) | 27% (37 of 139) | 29% (76 of 266) |
| Female, % (n) | 69% (88 of 127) | 73% (102 of 139) | 71% (190 of 266) |
| Age | 16.5±0.9 | 20.1±2.6 | 18.6±2.7 |
| GPA | 3.78±0.2 | 3.62±0.3 | - |
| Grade Level | |||
| Freshmen | 3% (3 of 103) | 13% (18 of 139) | 9% (21 of 242) |
| Sophomore | 14% (14 of 103) | 43% (60 of 139) | 31% (74 of 242) |
| Junior | 55% (57 of 103) | 37% (52 of 139) | 45% (109 of 242) |
| Senior | 28% (29 of 103) | 7% (9 of 139) | 16% (38 of 242) |
| Aspired to Major in aSTEM Discipline | 93% (71 of 76) | - | - |
| STEM Declared Major | - | 90% (125 of 139) | - |
| High School Type, % (n) | |||
| Private | 25% (28 of 113) | - | - |
| Public | 75% (85 of 113) | - | - |
| Attended SED-populationServing High School | 71% (60 of 85) | - | - |
| Attended Minority-servingCollege/University | - | 85% (118 of 139) | |
| UnderrepresentedMinority (URM) | 81% (83 of 103) | 96% (134 of 139) | 90% (217 of 242) |
| Self-reported Ethnicity, % (n) | |||
| African American/Black | 22% (23 of 103) | 53% (74 of 139) | 40% (97 of 242) |
| Asian | 13% (13 of 103) | 3% (4 of 139) | 7% (17 of 242) |
| Hispanic/Latino | 56% (58 of 103) | 41% (57 of 139) | 48% (115 of 242) |
| Native American/American Indian | 1% (1 of 103) | 2% (3 of 139) | 2% (4 of 242) |
| Non-HispanicWhite/Caucasian | 7% (7 of 103) | 1% (1 of 139) | 3% (8 of 242) |
| Other/Did not specify | 1% (1 of 103) | - | 0.4% (1 of 242) |
ABC = Apprenticeship Bridge to College, UTP = Undergraduate Training Program, GPA = Grade Point Average, STEM = Science, Technology, Engineering, Math.
*Percentages were calculated based on valid data (excluding missing data) and may not add to one-hundred due to rounding.
As indicated on program application and just prior to participation.
For our purposes, a socioeconomically disadvantaged (SED)-population serving school included CA public high schools where the socioeconomically disadvantaged student population percent ≥50% and/or the high school academic performance index (API) <7.0 (www.cde.ca.gov/ta/ac/ap/).
Participant’s college/university was designated an accredited postsecondary Minority Institution by the U.S. Department of Education and/or designated a Hispanic Serving/High Hispanic Enrollment Institution or designated a Historically Black College/University.
Current NIH Biomedical Research Training Inclusion Criteria for Underrepresented Minorities (URM) includes African Americans/Blacks, Hispanics/Latinos, Native Americans/American Indians and Pacific Islanders.
Participants’ Terminal Degree and Research Career Intent Before and After the Summer Research Experience, ABC & UTP Participants (2001–2012)*.
| ABC ( | UTP ( | ABC & UTP ( | ||||
| PRE, % ( | POST, % ( | PRE, % ( | POST, % ( | PRE, % ( | POST, % ( | |
|
| ||||||
| MD | 66% (35 of 53) | 30% (16 of 53) | 40% (15 of 38) | 21% (8 of 38) | 55% (50 of 91) | 26% (24 of 91) |
| MD/PhD | 4% (2 of 53) | 43% (23 of 53) | 26% (10 of 38) | 45% (17 of 38) | 13% (12 of 91) | 44% (40 of 91) |
| PhD-Basic Science | 15% (8 of 53) | 17% (9 of 53) | 13% (5 of 38) | 16% (6 of 38) | 14% (13 of 91) | 17% (15 of 91) |
| PhD-Behavioral Science | 4% (2 of 53) | 2% (1 of 53) | 5% (2 of 38) | 3% (1 of 38) | 4% (4 of 91) | 2% (2 of 91) |
| PhD/DrPH-Public Health | 2% (1 of 53) | 6% (3 of 53) | - | - | 1% (1 of 91) | 3% (3 of 91) |
| PharmD | - | - | 11% (4 of 38) | 8% (3 of 38) | 4% (4 of 91) | 3% (3 of 91) |
| DDS | - | - | 5% (2 of 38) | 5% (2 of 38) | 2% (2 of 91) | 2% (2 of 91) |
| Allied Health Professional | 6% (3 of 53) | - | - | - | 3% (3 of 91) | - |
| DVM | - | - | - | 3% (1 of 38) | - | 1% (1 of 91) |
| Master’s | 2% (1 of 53) | 2% (1 of 53) | - | - | 1% (1 of 91) | 1% (1 of 91) |
| Nursing | 2% (1 of 53) | - | - | - | 1% (1 of 91) | - |
|
| ||||||
| Yes | 23% (12 of 53) | 87% (46 of 53) | 47% (18 of 38) | 92% (35 of 38) | 33% (30 of 91) | 89% (81 of 91) |
| No | 77% (41 of 53) | 13% (7 of 53) | 53% (20 of 38) | 8% (3 of 38) | 67% (61 of 91) | 11% (10 of 91) |
| p-value | p<0.001** | p<0.001** | p<0.001** | |||
ABC = Apprenticeship Bridge to College, UTP = Undergraduate Training Program.
*Percentages are calculated using valid paired data and may not add to one-hundred due to rounding; PRE data is from participant’s program application and prior to participation in the summer research experience, POST data is from the summer research experience exit survey.
Allied health professional category includes Physical Therapy, Occupational Therapy and Optometry.
Before the summer research experience, more UTP participants indicated an intent to incorporate research into their future careers as tested by Pearson’s chi- square (χ 2(1, N = 91) = 6.12, p = 0.013).
P-value shown is based on McNemar’s chi-square statistic for changes in proportions in a binary variable over time, **(χ 2(1, N = 91) = 2.68, p<0.001).
Figure 1ABC and UTP participant self-assessment of research skills before and after the summer research experience (2006, 2010–2012).
The ratings are presented as means ± SEM (scale: 1–10). The self-assessed general academic skill mean ratings are displayed alongside the self-assessed research skill mean ratings as a standard for comparison (A and B). *p<0.05 for the Pre mean rating comparison between the ABC and the UTP group. ∧p<0.05 for the Pre to Post paired mean rating comparison for all of the groups. ∧∧∧p<0.001 for the Pre to Post paired mean rating comparison for all of the groups.
Effect Size Estimatesa , b for Gains in Research Skills and Self-Efficacy Outcomes After the Summer Research Experience, ABC & UTP Participants (2006, 2010–2012).
| ABC ( | UTP ( | ABC & UTP ( | |||||||
| PRE | POST | PRE | POST | PRE | POST | ||||
| Mean ± SD | Mean ± SD | η2 | Mean ± SD | Mean ± SD | η2 | Mean ± SD | Mean ± SD | η2 | |
| Scientific Writing | 5.53±1.9 | 7.45±1.2 | 0.45 | 6.73±1.7 | 8.04±0.9 | 0.44 | 6.12±1.9 | 7.74±1.1 | 0.44 |
| Oral Presentation | 6.96±1.6 | 8.23±1.3 | 0.43 | 7.62±1.5 | 8.49±0.8 | 0.29 | 7.28±1.6 | 8.36±1.1 | 0.36 |
| Library & Literature Search | 6.74±1.7 | 7.91±1.0 | 0.35 | 7.71±1.5 | 8.60±1.0 | 0.29 | 7.22±1.6 | 8.25±1.1 | 0.32 |
| Conducting Research | 6.11±2.1 | 8.06±1.1 | 0.42 | 6.77±2.1 | 8.61±0.8 | 0.47 | 6.43±2.1 | 8.33±1.0 | 0.44 |
| General Academic Skills | 8.28±1.4 | 8.85±1.1 | 0.10 | 8.36±1.1 | 9.04±0.7 | 0.34 | 8.32±1.3 | 8.95±0.9 | 0.17 |
| Academic Self-Efficacy | 43.96±6.61 | 45.21±5.47 | 0.06 | 43.87±6.09 | 46.69±4.92 | 0.19 | 43.91±6.32 | 45.93±5.23 | 0.12 |
| Research Self-Efficacy | 32.21±7.46 | 39.09±6.31 | 0.33 | 35.76±6.41 | 42.38±4.83 | 0.49 | 33.95±7.16 | 40.70±5.84 | 0.39 |
ABC = Apprenticeship Bridge to College, UTP = Undergraduate Training Program.
The effect size reported is based on a GLM repeated measures model analyzed separately for each independent group [η2 = Sum of Squares (Effect)/Sum of Squares (Total)].
The interpretation of the reported effect size was according to Cohen’s effect size magnitude criteria for the behavioral sciences (η2 = 0.01 small; 0.09 medium; 0.25 large) [44].
Figure 2ABC & UTP participant self-assessment of academic and research self-efficacy before and after the summer research experience (2006, 2010–2012).
The academic and research self-efficacy variables are presented as means ± SEM (maximum possible is 60). *p<0.05 for the Pre mean comparison between the ABC and the UTP group. ∧p<0.05 for the Pre to Post paired mean comparison for the indicated group. ∧∧∧p<0.001 for the Pre to Post paired mean comparison for all of the groups.
Summary List of the Most Valuable Aspects of the Summer Research Experience as Reported by the ABC & UTP Participantsa (2008, 2010–2012).
| ABC ( | UTP ( | ABC & UTP ( | |
| Enactive Mastery Experiences | 78% (38 of 49) | 70% (37 of 53) | 74% (75 of 102) |
| The hands-on research experience | 53% (26 of 49) | 51% (27 of 53) | 52% (53 of 102) |
| The culminating research symposium | 12% (6 of 49) | 11% (6 of 53) | 12% (12 of 102) |
| The overall learning experience | 12% (6 of 49) | 8% (4 of 53) | 10% (10 of 102) |
| Vicarious Experiences (Modeling) | 22% (11 of 49) | 23% (12 of 53) | 23% (23 of 109) |
| The mentor experience | 18% (9 of 49) | 13% (7 of 53) | 16% (16 of 102) |
| The influence of ahigh-achieving peer group | 4% (2 of 49) | 9% (5 of 53) | 7% (7 of 102) |
| Verbal Persuasion | - | 8% (4 of 53) | 4% (4 of 102) |
| The encouragement and the support | - | 8% (4 ’of 53) | - |
ABC = Apprenticeship Bridge to College, UTP = Undergraduate Training Program.
Participant exit surveys were reviewed for content-analysis; participants were asked to provide details regarding the most valuable/most beneficial aspect of the summer research experience. Percentages may not add to one-hundred due to rounding.
Bandura, A. (1997). Self-Efficacy: The Exercise of Control. New York, W.H. Freeman and Company. Four (4) sources of self-efficacy influence: Enactive Mastery Experiences, Vicarious Experiences (Modeling), Verbal Persuasion, and Physiological and Affective States. No ABC or UTP participant responses were representative of Physiological or Affective States.
Summary List of the Impact of the Summer Research Experience on Future Goals as Reported by the ABC & UTP Participantsa (2008, 2010–2012).
| ABC ( | UTP ( | ABC & UTP ( | |
| Science Career Affirmation (Total) | 56% (28 of 50) | 61% (28 of 46) | 58% (56 of 96) |
| Affirmation for a biomedical clinical career | 14% (7 of 50) | 6% (3 of 46) | 10% (10 of 96) |
| Affirmation for a biomedical clinicalcareer with an added research component | 18% (9 of 50) | 20% (9 of 46) | 19% (18 of 96) |
| Affirmation for a biomedical research career | 24% (12 of 50) | 35% (16 of 46) | 29% (28 of 96) |
| Increased Science Skills (Total) | 22% (11 of 50) | 9% (4 of 46) | 16% (15 of 96) |
| Reading, Writing, Poster& Oral Presentation Skills | 8% (4 of 50) | 4% (2 of 46) | 6% (6 of 96) |
| Science Knowledge & Lab Skills | 14% (7 of 50) | 4% (2 of 46) | 9% (9 of 96) |
| Increased Confidence in Science Ability | 10% (5 of 50) | 17% (8 of 46) | 14% (13 of 96) |
| Increased Motivation to Pursue a Science Career | 6% (3 of 50) | 11% (5 of 46) | 8% (8 of 96) |
| Increased Time Management & Study Skills | 6% (3 of 50) | 2% (1 of 46) | 4% (4 of 96) |
ABC = Apprenticeship Bridge to College, UTP = Undergraduate Training Program.
Participant exit surveys were reviewed for content-analysis; participants were asked about the impact of the summer research experience on future goals with respect to school and/or career. Percentages may not add to one-hundred due to rounding.
STEM Educational Progress for the ABC (1997–1999, 2001–2012) & the UTP (2001–2012) Participantsa.
| ABC | UTP | ABC & UTP | |
| Number of Participants with Follow-up Data | 116 | 136 | 252 |
| Currently Progressing Through High School | 12% (14 of 116) | - | 6% (14 of 252) |
| Graduated from High School | 88% (102 of 116) | - | - |
| Currently Progressing Through College | 49% (50 of 102) | 21% (29 of 136) | 33% (79 of 238) |
| Graduated from College | 48% (49 of 102) | 76% (103 of 136) | 64% (152 of 238) |
| Graduated from College with a STEM degree | 67% (30 of 45) | 90% (93 of 103) | 83% (123 of 148) |
| Biochemistry | 20% (6 of 30) | 9% (8 of 93) | 11% (14 of 123) |
| Biology | 63% (19 of 30) | 82% (76 of 93) | 77% (95 of 123) |
| Biophysics | - | 1% (1 of 93) | 1% (1 of 123) |
| Biotechnology | 3% (1 of 30) | 1% (1 of 93) | 2% (2 of 123) |
| Chemistry | 3% (1 of 30) | 5% (5 of 93) | 5% (6 of 123) |
| Computer Science | 3% (1 of 30) | - | 1% (1 of 123) |
| Math | 3% (1 of 30) | 1% (1 of 93) | 2% (2 of 123) |
| Nursing | 3% (1 of 30) | 1% (1 of 93) | 2% (2 of 123) |
| Time-to-degree, STEM only, Years (Mean ± SD) | 4.3±0.8 | 4.4±0.8 | 4.3±0.8 |
| Enrolled in Graduate School | 55% (23 of 42) | 78% (80 of 103) | 71% (103 of 145) |
| Enrolled in LLU for Graduate Program | 61% (14 of 23) | 43% (34 of 80) | 47% (48 of 103) |
| Graduate Program | |||
| MD | 48% (11 of 23) | 44% (35 of 80) | 45% (46 of 103) |
| MD/PhD | 9% (2 of 23) | 6% (5 of 80) | 7% (7 of 103) |
| MD/MPH | 4% (1 of 23) | - | 1% (1 of 103) |
| PhD-Basic Science | 13% (3 of 23) | 15% (12 of 80) | 15% (15 of 103) |
| DDS | 4% (1 of 23) | 5% (4 of 80) | 5% (5 of 103) |
| PharmD | - | 1% (1 of 80) | 1% (1 of 103) |
| DPT | - | 3% (2 of 80) | 2% (2 of 103) |
| JD | - | 1% (1 of 80) | 1% (1 of 103) |
| Master of Arts | 9% (2 of 23) | 1% (1 of 80) | 3% (3 of 103) |
| Master of Business Administration | - | 1% (1 of 80) | 1% (1 of 103) |
| Master of Public Health | 9% (2 of 23) | 13% (10 of 80) | 12% (12 of 103) |
| Master of Science | 4% (1 of 23) | 8% (6 of 80) | 7% (7 of 103) |
| Master of Social Work | - | 3% (2 of 80) | 2% (2 of 103) |
STEM = Science, Technology, Engineering, Math, ABC = Apprenticeship Bridge to College, UTP = Undergraduate Training Program, LLU = Loma Linda University.
Participant progress as of January 2013.
*Percentages were calculated based on valid follow-up data (excluding cases that were lost to follow-up) and may not add to one-hundred due to rounding.