Education Highly Qualified or Highly Unqualified? A Longitudinal Study of America’s Public High School Biology Teachers SAMUEL J. POLIZZI, JEREMY JAGGERNAUTH, HERMAN E. RAY, BRENDAN CALLAHAN, AND GREGORY T. RUSHTON In this report, we trace the historical demographic features of biology teachers, the largest disciplinary education workforce in science between 1987 and 2007, using data from the National Center for Education Statistic’s Schools and Staffing Surveys. While growing in size by more than 50% during this period, this population became increasingly inexperienced and less male dominated. Biology teachers also were drawn primarily from in-field degree graduates and remained racially homogeneous. We synthesize our data with previous studies to conclude that biology teachers are most likely among all science teachers to teach outside of their discipline as part of their workload. We discuss consequences of a large, highly qualified teacher population stepping outside of their content area for part of their course load, as it relates to self-efficacy and professional identity. Implications for large-scale STEM education reform and a scientifically literate US population are examined within the context of these findings. Keywords: education, history, policy/ethics, statistics N ational concerns about the readiness of the science, technology, engineering, and mathematics (STEM) workforce have been raised in US reform documents from the National Academies (National Research Council 2005, 2010) and the White House (PCAST 2010, 2012). National plans to revitalize the STEM workforce strategically target both students and educators (Lander and Gates 2010, Gates and Mirkin 2012), recognizing the multiplicative effect of “10,000 teachers educating 10 million minds” (National Research Council 2010). As a result, initiatives have emerged to increase the supply of K–12 teachers with a focus in STEM (e.g., UTeach, National Science Foundation Robert Noyce Teacher Scholarship Program, Physics Teacher Education Coalition, Teach for America, and Woodrow Wilson Fellows). We have previously proposed that the aggregation of STEM initiatives and concerns may lead to a diffusion of responsibility, in which distinct stakeholder communities (e.g., discipline-specific teacher groups) do not take responsibility for action because they assume others have already acted (Rushton et al. 2014). Henry and colleagues (2012) recently disaggregated discipline-specific teacher groups and found significant differences in teacher effectiveness. As a result, they urged the education community and the readership of Science to consider “distinctions between STEM and non-STEM teachers, and even among STEM teachers who teach different courses” (p. 1121). Data on the distinctions among STEM teacher groups are currently available for examination. Nationally representative data on the US teacher workforce have been compiled by the National Center for Education Statistics (NCES) using the Schools and Staffing Survey (SASS) and Teacher Follow-Up Survey (TFS) six times between 1987 and 2007 (Goldring et al. 2013). As we exemplify below, we find that published analyses of these data fall broadly into four categories: large grain size, longitudinal (Ingersoll and Merrill 2010); large grain size, short-term (Ingersoll and May 2012); small grain size, short-term (Lyons 2013); and small grain size, longitudinal (Rushton et al. 2014). Large grain size studies have revealed the aggregate levels of all teachers (i.e., STEM and non-STEM combined) and science and math teachers. Longitudinal studies revealed seven trends in the aggregate teacher workforce: the K–12 teaching population has become (a) larger, (b) older, (c) less experienced in teaching, (d) more female, (e) more diverse, (f) no worse academically, and (g) destabilized by turnover (Ingersoll and Merrill 2010). Compared with the BioScience 65: 812–821. © The Author(s) 2015. Published by Oxford University Press on behalf of the American Institute of Biological Sciences. All rights reserved. For Permissions, please e-mail: [email protected]. doi:10.1093/biosci/biv093 Advance Access publication 22 July 2015 812 BioScience • August 2015 / Vol. 65 No. 8 http://bioscience.oxfordjournals.org Education entire teacher workforce, science and math teacher populations have grown significantly during this period (Ingersoll and Merrill 2010) despite maintaining similar annual rates of attrition (Ingersoll and May 2012). Short-term studies of science and math teachers overcome the unwieldiness of educational big data by focusing on a single SASS/TFS year. With this approach, science and math teachers were shown to leave the profession for different reasons, citing maximum salary and classroom autonomy, respectively, in 2004–2005 (Ingersoll and May 2012). A drawback to this large grain size, short-term approach is that stakeholders are not clearly identified and informed of trends in their communities over time. Small grain studies at the discipline level have the potential to identify stakeholder communities by focusing on an educational issue. NCES technical reports contain numerous data tables with teacher population information for a given year and address issues such as race, gender, and course information (e.g., see Bobbitt and McMillen 1994, Goldring et al. 2013). Using short-term course data from 2008, large equality gaps were identified between the percentage of qualified chemistry and earth science teachers and the percentage of qualified biology teachers (Hill 2011). Examples of longitudinal studies at the smaller grain size are limited. We have recently described longitudinal trends in the high school chemistry teacher population in order to illustrate the features of a stakeholder community that might otherwise be masked by aggregation (Rushton et al. 2014). Our analysis revealed that the number of chemistry teachers has increased more rapidly than the number of remaining STEM teachers but that approximately 70% of chemistry teachers consistently do not report having earned a degree in chemistry at any level. Furthermore, SASS data identified the qualified biology teacher population as a major source of chemistry instructors that has not been thoroughly described (Rushton et al. 2014). Existing technical reports on the biology teacher population have taken a short-term approach, using the National Survey of Science and Mathematics Education (NSSME) and a smaller sample size than used in the SASS (Lyons 2013). Biology represents the most commonly offered high school science subject (Banilower et al. 2013) and employs more teachers than chemistry, earth science, and physics combined (Hill 2011). Biology teachers are cited as more than 60% female, although it is unclear from the reports whether this represents a longitudinal trend warranting concern. Biology teachers are also more likely to teach multiple subjects than other science teachers (Lyons 2013). Given that biology teachers represent the largest group of science teachers and are increasingly the disseminators of other high school science subjects, we investigate populations teaching US public high school biology and how they compare with other STEM and non-STEM fields using SASS data from 1987–2007. Our fine grain, longitudinal approach explicitly identifies the stakeholder communities who are best poised to reflect on their current trends and initiate reform policies. http://bioscience.oxfordjournals.org Research Questions (a) How many high school biology teachers are there in the United States? What are the trends in population growth compared with those of other teacher groups over the past 20 years? (b) What proportion of those who teach biology do so as their main assignment? What other subjects do biology teachers mainly teach? (c) To what extent have high school biology teachers earned biology or science education degrees at any level? What other backgrounds do biology teachers have? (d) What has been the certification status of biology teachers over time? (e) To what extent has the racial and gender profile of biology teachers changed over time? (f) To what extent have the age and years’ experience distributions changed over time? Scope of the study To address our research questions, we placed our study in the context of labor market theory, which posits that attrition occurs after an employment agreement is made and the quality of a match or alternate matches can be evaluated (Jovanovic 1979, Murnane 1984). From the teaching or policy perspectives, respectively, understanding the educational landscape influences the choice of teaching as a career match or which candidates have matching skills and traits (Guarino et al. 2006). We used the nationally representative SASS to derive historic trends in the US teaching workforce, as we previously described in our analysis of chemistry teachers (Rushton et al. 2014). Briefly, we used the six surveys available from the following time periods: 1987–1988 (n = 17,960), 1990–1991 (n = 23,970), 1993–1994 (n = 24,630), 1999–2000 (n = 22,210), 2003–2004 (n = 23,110), and 2007– 2008 (n = 20,800), in which n is the unweighted number of public high school teachers included in the sample. Our procedure was modified from Rushton and colleagues (2014) to focus on biology teachers, to account for science education degrees, and to update the STEM categories as explained in greater detail in the online supplemental document available on the BioScience Web site. We categorized teachers as biology, STEM, or non-STEM (all others) using distinct subject codes provided in the SASS (table 1). We report weighted values for teachers calculated in SAS version 9.3 software using a specialized survey procedure that is designed to account for the complex survey design and sample weights. Biology dominates the science discipline within STEM education. We first examined the biology teacher workforce in the context of STEM education to better understand the national emphasis on STEM education. Teachers with a main teaching assignment (i.e., a field in which they taught the most classes) in STEM were first sorted into the component disciplines of math, science, and technology/engineering (figure 1a). In 2007, almost half (45%) of the STEM main teaching assignments were occupied by math educators August 2015 / Vol. 65 No. 8 • BioScience 813 Education Table 1. STEM (science, techonology, engineering, and mathematics) teaching assignment options provided in the 2007 Schools and Staffing Survey (SASS) and used to group teachers for analysis. Sciencea Technology and Engineeringa,b Matha,b nonSTEMc Biology/life sciences Computer science Algebra I Art Chemistryb Industrial arts/technology education Algebra II Music Earth sciencesb Construction, engineering, science technology Algebra III Language Arts Science, generalb Drafting/graphics/printing Basic and general math Foreign languages Physicsb Communications and other technologies Business and applied math Social studies Mechanics and repair Calculus and precalculus Physical education Metals/woods/plastics precision production Geometry Economics Library/information science Prealgebra Philosophy Statistics and probability Special education Trigonometry Other Physical sciencesb Integrated scienceb aDistinct subjects included in the STEM category. bDistinct subjects included in the STEM excluding biology category. cSubjects included in the non-STEM category, shown as a subset of the approximately 50 distinct codes for illustrative purposes. (i.e., 145,000 math educators). STEM main assignments were also highly comprised of science educators (39%, or 125,000). The remaining main assignments (16%) were filled by technology and engineering educators, who we grouped together on the basis of variations in the SASS survey language (e.g., the 2007 main assignment “construction trades, engineering, or science technologies (including CADD and drafting)” could be classified as either technology or engineering). Similar proportions of all three STEM disciplines were visible longitudinally between 1987 and 2007 (supplemental figure S1). The prevalence of science and math main teaching assignments indicates that STEM education in the US does not weigh each discipline equally, as might be implied by an aggregated reform movement. Furthermore, the relatively static distribution of main teaching assignments suggests that STEM reform has not resulted in large-scale implementation of technology and engineering focused teachers in high schools. Our results are consistent with the 2005 finding that less than 7% of US high school graduates completed science-technology or engineering courses (National Science Board 2008). We also examined the biology teacher workforce in the context of science education. Within the discipline of science, main teaching assignments have traditionally been dominated by the biology subdiscipline (figure 1b). In 2007, 44% of science main teaching assignments were occupied by biology educators, more than twice the percentage of educators in chemistry, the second largest science population (20%). Comparable proportions of physical science (9.4%), earth science (7.2%), and physics (7.1%) educators occupied the third, fourth, and fifth largest science populations, respectively. Additional science educators accounting for the balance of the main assignments (e.g., general and all other sciences or else integrated sciences) were grouped as general science. Over the 20-year sample period, a relatively 814 BioScience • August 2015 / Vol. 65 No. 8 static hierarchy for science main assignments has persisted, suggesting that STEM reform efforts have not mobilized other science teacher populations to challenge the monopoly that biology holds over main assignments. Instead, the static trends we observe align well with the hierarchy of bachelor degrees in biology (67%), chemistry (10%), physics (4%), and earth science (3%) reported for the class of 2007 (National Science Board 2010). Biology teacher growth rates outpace those in other STEM disciplines. The biology teacher population is reported to be three times more likely than other sciences to teach three or more science subjects (Lyons 2013). As a result, the entire biology teaching population (i.e., those who teach one or more biology classes or indicated a main assignment in biology) is anticipated to be composed of more diverse instructors than are indicated by main assignments. We examined the population growth of biology teachers during the survey period and identified 53,600 biology teachers in 2007 (figure 2). Biology teachers displayed sustained growth across the survey years, contrasting with the slower overall growth and periodic losses exhibited by STEM and non-STEM disciplines (figure 2). Biology has grown most rapidly between 1999 and 2007, experiencing rates that were only recently mirrored by the 2003–2007 STEM growth (5.2% per year versus 4.7% per year, respectively). Using the class sizes reported by biology teachers and the SASS weighting structure, we also calculated changes in the number of biology students. After 1999, data indicate a rapid increase in the student population, culminating in just over 5 millions students in 2007 (figure 2). On the basis of yearly fluctuations in the other teacher populations of less than 6%, it appears that the trends in biology are likely to persist and outpace STEM and non-STEM teacher growth. Therefore, biology appears to benefit from its position as the gateway science course in high school and is positioned to http://bioscience.oxfordjournals.org Education a Percent 100 80 Technology & Engineering 60 Science 40 Math 20 20 07 0 Year b Science 100 Physics Physical Science General Science Earth Science Chemistry Biology Percent 80 60 40 20 20 07 Year 20 03 19 99 19 93 19 90 19 87 0 Figure 1. The distribution of high school main teaching assignments within STEM (science, techonology, engineering, and mathematics) and science education. (a) Percentage composition of the STEM disciplines is shown for 2007 to illustrate the heavy emphasis on math (45.1%) and science (39%) relative to technology/ engineering (15.9%). Standard errors for each discipline are less than or equal to 0.98%. (b) Percentage composition of the science discipline from (a) is shown by subdisciplines between 1987 and 2007 to illustrate the dominance of biology (across years average = 42.8%, standard deviation [SD] = 1.6%) and chemistry (across years average = 19.5%, SD = 1.4%) over the remaining natural sciences, including physical science, which was added to the Schools and Staffing Survey (SASS) in 1993. General science includes other sciences in early surveys and is manually aggregated with other or integrated sciences in later years. Earth science and biology include geology and life science, respectively. Standard errors for each subdiscipline are less than or equal to 1.9%. serve as the face of science for most students in the years to come. Biology teacher degrees and certifications are largely in-field. Biology teachers with a strong disciplinary background in their field have previously been shown to increase student achievement scores (Clotfelter et al. 2010). On the basis of this rationale, we examined the disciplinary backgrounds reported by the biology teacher workforce. We considered a major degree in biology or life science at either the undergraduate or professional level to indicate a strong level of http://bioscience.oxfordjournals.org Figure 2. Percentage change in selected biology stakeholder communities. Population growth relative to 1987 is depicted for high school biology students (circles with solid line), biology teachers (circles with dotted line), STEM (science, techonology, engineering, and mathematics) teachers excluding biology (squares with dashed line), and the remaining non-STEM teachers (triangles with dashed line). The data points represent percentage changes in the weighted estimate values. Standard errors in the weighted estimate values for teachers and students are less than or equal to 6.5% in each year. The weighted estimate values underlying the percentage change are shown for 2007 to provide updated counts of each group. training in disciplinary content, and we included degrees conferred by both colleges of arts and sciences and colleges of education in our analysis logic. Our analysis indicates that the entire biology teacher workforce is composed of a high percentage of in-field teachers (figure 3a). Between 1990 and 2007, in-field teachers rose approximately 14% to yield an overall 65% chance that students would encounter a biology teacher with a biology degree. The second most prevalent degree held by biology teachers is physical education or health education, which dominates the next most reported degrees of science education and secondary education. We recognize that some teachers included in the biology teacher workforce (figure 3a) do not teach biology as their primary subject and may not desire to hold a biology or life science degree. By comparison, teachers who do teach biology as a main assignment might be expected to hold a greater proportion of degrees in biology and/or other natural sciences. An analysis of teachers with a main assignment in biology shows a slight boost in the proportion of biology degrees in each survey year (figure 3b). Between 1990 and August 2015 / Vol. 65 No. 8 • BioScience 815 Education 1987 1990 1993 1999 2003 2007 70 60 Percent 50 40 a 100 nonSTEM STEM Bio 80 Percent a 30 60 40 20 20 20 07 20 03 Year Ed b Se c Sc iE d PE /H ea lth Bi ol og y 0 1987 1990 1993 1999 2003 2007 Degree 1987 1990 1993 1999 2003 2007 70 60 50 40 Percent 60 b 40 20 30 Degree Figure 3. The distribution of the most prevalent degrees held by biology teachers. (a) The entire biology teacher workforce, including teachers who may only teach one biology class. (b) Teachers with a main assignment in biology (more than or equal to 50% of their course load), illustrating a slight increase in reported biology or life science degrees compared with panel (a). Standard errors of the weighted estimates over the survey years in each panel are (less than or equal to 2.7%). 2007, in-field teachers rose to approximately 70%, which represents a 5% increase relative to the entire biology workforce. We found little variation in the next largest groups of PE/health, science, and secondary-education degrees relative to the entire biology teacher workforce (i.e., less than or equal to 2.5% in each year, which is comparable to the corresponding standard errors). Teachers with a main assignment in biology also maintained a high proportion (more than 83%) of in-field, regular certifications in biology (supplemental figure S2). Between 1987 and 2007, we observe that the proportion of teachers reporting provisional certifications is higher than those with no certification in biology, consistent with novice teachers progressing toward full certification status. 816 BioScience • August 2015 / Vol. 65 No. 8 at Sc ie nc e Ea rth try is m he C Ph ys ic al Sc ie nc e Ed Se c Sc iE d PE /H ea lth Bi ol og y 0 h ** 0 10 M 20 G en er al Sc ie nc e Percent 19 99 19 93 19 87 19 90 0 10 Main Assignment Figure 4. The distribution of biology teacher main assignments. (a) The entire biology teacher workforce is classified according to a teacher’s main assignment to illustrate the recent decrease in non-STEM (science, techonology, engineering, and mathematics) teachers contributing to biology education, concomitant with an increase in either biology or STEM teachers. Standard errors over the survey years are less than 2.0%. (b) The biology teachers with STEM main assignments from panel (a) are disaggregated by STEM subject to show the prevalence of general science over other popular STEM content areas. Asterisks (*) denote populations that were absent from the survey in a given year. Standard errors for each discipline are less than 6.5%. Biology teachers are decreasingly drawn from non-STEM main assignments. We further investigated the natural sciences as a supplier of biology teachers by examining the main assignment fields that contribute teachers to biology classrooms. First, we divided the entire biology teacher workforce into the three main assignments of biology, STEM (excluding biology), and non-STEM (figure 4a). Similar to our analysis of degrees, biology teachers are predominantly drawn from biology main assignments (across years average = 78.1, standard deviation [SD] = 2.1%). Between 1987 and 1999, http://bioscience.oxfordjournals.org Education the remaining main assignments that contributed biology teachers were nearly equally shared between other STEM and non-STEM disciplines (i.e., 0.1 to 1.5% differences in each year). Longitudinal data indicate that only recently have non-STEM disciplines decreased their contributions to the biology teacher pool. Between 1999 and 2007, nonSTEM disciplines decreased almost twofold, from 11.3% to 6.3% respectively. As a result, the STEM-to-non-STEM gap increased by approximately 5.4% in favor of biology teachers from STEM main assignments. On the basis of the declining contribution of non-STEM teachers to biology classrooms, we focused next on the subdisciplines represented by the STEM category (figure 4b). This STEM group represents only 2900–6600 teachers in each survey year because of the more than fivefold excess of biology main assignments. Still, we analyzed this group to be thorough and to determine which STEM main assignments contribute reduced course load biology teachers. We found the majority of these biology teachers were drawn from main assignments in general science, and this trend declined from 61% in 1987 to 32% in 2007. Following the inclusion of physical science on the 1999 survey, chemistry, earth science, and physical science contributed statistically similar proportions of teachers to biology classrooms (approximately 10%–30%). Math main assignments represent the next most prevalent (3%–12%) source of biology teachers (figure 4b), surpassing the STEM fields of physics and industrial arts on average (data not shown). Decreases in classroom experience suggest instability in the biology teacher workforce. Given the high proportions of biology teachers with in-field degrees or certifications and opportunities to teach mainly biology, it is tempting to hypothesize that the biology teacher workforce may exhibit less turnover relative to other disciplines. Biology teacher age and experience distributions reveal separate shifts toward younger and less experienced teachers, respectively (supplemental figure S3). Similar changes in chemistry teacher have previously been shown to derive from losses of older, experienced teachers concomitant with an influx of not only younger, novice teachers but also older, novice teachers (Rushton et al. 2014). Therefore, we examined the longitudinal ageversus-experience profiles of biology teachers to understand the causes of the increasingly inexperienced biology teacher workforce (figure 5). We constructed a series of age-versusexperience brackets that were likely to be populated (e.g., teachers in their 20s with 0–5 years of experience), unlikely to be populated (e.g., teachers in their 50s with only 0–5 years of experience), or impossible to be populated (e.g., teachers in their 20s with more than 16 years of experience). For any given year, the anticipated diagonal exists in this plot from upper left corner (novice, inexperienced teachers) to lower right corner (older, experienced teachers). However, if one examines the longitudinal detail provided in the ageversus-experience brackets, it is apparent that the proportion of teachers with a given age and experience has not remained http://bioscience.oxfordjournals.org static over the survey period. Between 1990 and 2007, the proportion of teachers in their 40s with 21–25 years of experience decreased 20%, and teachers in their 50s with more than 26 years of experience fell 27%. Attrition during this period presented opportunities for novice teachers to enter the profession. Although conventional wisdom might suggest that these novice teachers would be young, we also observe increases in the proportion of older, novice teachers. Between 1990 and 2007, the proportion of teachers in their 40s or 50s with 0–5 years of experience each increased by approximately 10%. The persistence of this trend in the 6–10 and 11–15 year experience brackets suggests that many of these older, novice teachers remain in the profession. Turnover in the biology teacher workforce favors underrepresented groups. Next, we investigated how workforce hiring and attrition affected the race and gender profile of biology teachers (figure 6). In 1987, biology teaching was a maledominated (61%) profession, similar to other STEM teaching (figure 6a). However, by 1999, biology teachers were predominantly female (51%), ahead of the trend for the remaining STEM population (only 46% female). Biology continued a rapid increase in female teachers, reaching 61% in 2007 and exceeding the gender equity seen in STEM teachers. Biology appears to have plateaued at the comparable gender distribution of non-STEM teachers (61% female). With respect to racial diversity, biology showed less deviation from the trends of other teacher groups (figure 6b). In all groups examined, teaching is and remains a largely white workforce at the national level. Between 1987 and 2007, the biology teacher population reporting white alone decreased 4.7%, from approximately 91% to 86%. In contrast, the distribution of teachers reporting black alone showed little variation within the biology (across years average = 5.9, SD = 1.1%), STEM (across years average = 6.5, SD = 0.5%), and non-STEM (across years average = 6.8, SD = 0.5%) groupings. As a result, gains in diversity in all teacher groups were largely a product of teachers reporting other combinations (e.g., Asian or white–Hispanic). Biology exhibited a 4.9% increase in the racial category other, which was similar to the increases in the STEM (4.9%) and non-STEM (5.2%) teacher pools. Compared with the US adult population, (biology) teachers are less diverse. In 2010, for example, the US was 72.4% white alone, 12.6% black alone, and 15% other combinations (US Census Bureau 2010). Small grain size, longitudinal studies empower biology education stakeholder communities. In the introduction, we highlighted the importance of characterizing the educational landscape that stakeholder communities are trying to shape. Previous studies have addressed the entire—or just the science and math—teacher populations but not the specific stakeholders who should act on those trends. Here, we have leveraged both the small grain size and longitudinal teacher data that can be extracted from SASS data sets. We have used this approach to disaggregate biology, the largest science August 2015 / Vol. 65 No. 8 • BioScience 817 Education Figure 5. Biology teacher age and experience shown as stacked bar charts to reveal trends in distinct age-versusexperience brackets across the survey years. The concentration of teachers along the upper left to lower right diagonal is a consequence of the plot layout and improbability that, for example, teachers in their 20s have more than 15 years of teaching experience. Relevant data are longitudinal trends within a given bracket. The solid-line boxes denote brackets with decreasing trends and appear along the diagonal. The dashed-line boxes indicate brackets with increasing trends and appear to the left of the diagonal. Axes correspond to the percentage of biology teachers (left y-axis) in a given age group (right y-axis) with a given amount of teaching experience (upper x-axis) during the survey years (lower x-axis). Teachers in each age group for a given survey year sum horizontally to 100%. Standard errors for weighted estimates of the teacher populations are less than 7.8%. subdiscipline (figure 1), so that communities (e.g., teacher, professional-society, and higher-education groups) within the aggregate STEM context can be informed of their own story. Our data indicate that during the 20-year period between 1987 and 2007, the American biology teacher workforce increased more than 50% in size; consisted of primarily in-field, certified educators; remained predominantly white; and became increasingly inexperienced and female. In this section, we discuss these trends in the context of STEM education reform and propose action steps for stakeholder communities. An examination of the degree programs from which biology teachers are drawn can inform efforts to improve the quantity and quality of precollege educators in the profession. Although a majority of American biology teachers reported having earned an in-field degree, the fact remains that between one and two million biology students were in classes not led by biology degree holders in 2007. When 818 BioScience • August 2015 / Vol. 65 No. 8 compared with other science teaching fields that historically have been populated by nonspecialists but are taught to much smaller student populations, such as physics or chemistry (Rushton et al. 2014), the impact of this out-offield biology teaching is comparable to or greater than any other discipline. Two strategies that may address this condition are the concomitant efforts to increase the pipeline of students in biological sciences degree programs that seek teacher certification and to improve the content and pedagogical content knowledge of nonbiology degree–holding teachers (e.g., PE/Health; figure 3). The former has taken shape in various national STEM teacher education initiatives sponsored by corporations, private foundations, and federal agencies, but none that we are aware of have specifically targeted those teaching biology (e.g., UTeach, SMTI, or Noyce). Given the scope and diversity of careers, products, and services connected to the study and knowledge of biological sciences, there are likely a variety of potential sponsors to http://bioscience.oxfordjournals.org Education a 100 Biology STEM nonSTEM 90 80 Percent 70 Female Male 60 50 these organizations that promote dialogue between the various constituencies that constitute the biology education workforce could inform policy decisions regarding programming, professional support, and publication resources to support the diverse needs represented by biology teacher subgroups (e.g., those mainly teaching physical sciences and math; figure 4b). 40 Highly qualified biology teachers rapidly become highly unqualified. The predomi- 30 20 19 8 19 7 9 19 0 93 19 9 20 9 0 20 3 07 19 8 19 7 9 19 0 93 19 9 20 9 0 20 3 07 19 8 19 7 9 19 0 9 19 3 9 20 9 0 20 3 07 nance of biology degree holders teaching biology as their main assignment 10 (figures 3 and 4) might lead to the con0 clusion that the organizational structure in schools is consistent with the Year ideal of appropriately supported science education practices. Our data, however, provide a richer context for findings Biology STEM nonSTEM 100 from previous studies that suggest school Other staffing policies may not fully leverage 90 Black the experience and interest of its employWhite 80 ees and therefore create difficult working conditions (Ingersoll and Gruber 1996, 70 Hill 2011, Ingersoll and May 2012.) 60 Horizon Research’s recent report indi50 cated that biology teachers are more likely than other science teachers to 40 teach three preparations (e.g., biology 30 and two other distinct classes) (Lyons 20 2013). On the basis of the large number of biology teachers (figure 2) and their 10 disproportionately large hold on all sci0 ence teaching positions (figure 1), we conclude that biology teachers are most likely among all science teachers to teach Year outside of their discipline as part of their Figure 6. Teacher workforce diversity in chemistry, STEM (science, techonology, workload. That means a large proportion engineering, and mathematics), and non-STEM disciplines. (a) Teacher gender of teachers may become unqualified for is depicted for each survey year, illustrating recent trends in an increasingly some or most of the courses they teach female teacher workforce. Standard errors for the weighted estimates of each daily. Just as it was striking to see teachgender are less than 2.2%. (b) Teacher race is reported as white alone, black ers with a main assignment in math stepalone, or other to show increased minority teachers in a predominantly white ping into biology classrooms (figure 4b), teacher population. Standard errors for the weighted estimates of each race are biology teacher preparation is not anticiless than 1.8%. pated to prepare teachers with pedagogical content knowledge for effective math support such an enterprise. Following labor market theory, instruction, for example. We also recognize the diversity of scholarships or other employment incentives could target science programs or degree tracks that would lead a teacher high-quality undergraduate, graduate, or early-career degree to select Biology or Life Science as a major in the SASS (figholders toward teaching positions while addressing the racial ure 3). A microbiologist, for instance, may feel unprepared homogeneity in biology teaching (figure 6b). Regarding the to teach AP environmental science or an elective in human empowerment of the out-of-field biology teachers, targeted anatomy and physiology for the first time. In this respect, the professional development by state or national biology or math teacher and “highly qualified” biology teacher teaching science teacher associations may be fruitful. Task forces in far in-field may both experience the decreased self-efficacy 19 8 19 7 9 19 0 9 19 3 9 20 9 0 20 3 07 19 8 19 7 9 19 0 9 19 3 9 20 9 0 20 3 07 19 8 19 7 9 19 0 93 19 9 20 9 03 20 07 Percent Percent b http://bioscience.oxfordjournals.org August 2015 / Vol. 65 No. 8 • BioScience 819 Education and sense of professional identity associated with teaching out-of-field (Ingersoll and Gruber 1996, Hobbs 2013). For biology teachers, whether stepping in from a non–life science discipline or stepping outside their content area, in-field certification remains high (supplemental figure S2). As a result, biology teachers are often tasked with teaching courses for which they are certified but in which they may not have sufficient preparation to develop self-efficacy. The out-of-field biology teacher can struggle with self-efficacy because of a perceived lack of content knowledge in the field. Alternatively, teachers without experience in how to facilitate the conceptual understanding of fundamental concepts and ideas can develop low self-efficacy from a perceived lack of pedagogical content knowledge. Depending on the intensity and frequency with which these sources of low selfefficacy are experienced by the out-of-field biology teacher, negative emotions can impinge on their professional identity and cause enough discomfort to warrant the reevaluation of their choice of employment location (i.e., school or district) or even the vocation itself (Cherniss 1996, Chang 2009, Kukla-Acevedo 2009). The self-appraisal of negative emotions and how far out-of-field a teacher falls can be negotiated according to whether the biology teacher perceives their professional identity as teacher (with a background in biology) or biologist (in a teacher role). Our age-versus-experience data show that older biology teachers with more life experience are entering the workforce (figure 5). For those teaching after a career in their disciplinary field, the biologist identity may be s tronger than that of teacher. Therefore, an assignment to teach outside their field may negatively influence self-efficacy to a greater extent than for those who identify as teacher first and with subject secondarily (Skaalvik and Skaalvik 2010). For the teacher identity, uncertainty in content or context may be perceived as challenges inherent in the profession, which can be overcome by a knowledge of general pedagogy, an ethic of care, and a confidence in learning new ideas to support their students. In summary, the observation that biology teachers are often assigned to subjects outside of biology may or may not be a cause for concern. In cases in which there is a significant incongruence between the teaching assignment and the teacher’s professional identity, it is more likely that access to a quality science education experience may be affected; in cases in which the incongruence is small, then possibly less so. courses at each school, district, or county, the curriculum is chosen largely as a function of the expertise of those teachers who they employ. An example might be a school that has historically offered a course in anatomy and physiology and has assigned teachers with biology certifications to teach it regardless of the emphasis of their degree program, such as marine ecology or chemistry. Instead of placing a teacher with an in-field certification but out-of-field background in those settings, we propose that the curricular choices should be made once the teaching positions have been secured and finalized for the next academic term. As a result, zoology or biochemistry, respectively, might be taught instead of human anatomy. We recognize that this solution is accompanied by other competing logistical and philosophical considerations but places the priority on supporting an alignment between teacher quality and student course enrollment rather than on the current staffing policy structure that supports frequent mismatches between the two. Additional studies of the biology teacher workforce could provide additional context for policy decisions that affect this professional community. We noted, for example, a concomitant shift from male dominant to female dominant with an increasingly inexperienced American biology teacher. Is this merely coincidental, or is there a causal relationship that exists, and what implications does that have for scienceeducation efforts? Have certain geographic areas shifted more drastically toward a particular demographic profile compared with others, and is there any correlation to student achievement outcomes? Answers to these questions are currently being investigated as additional SASS surveys become available and are intended to better equip all stakeholder communities with data to make informed decisions regarding their goals and objectives. Conclusions Many suggestions for improving science education have been discussed in terms of more stringent certifications and targeted professional development for teachers in the subjects they have been assigned (see Ingersoll 2001). 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Executive Office of the President. Rushton GT, Ray HE, Criswell BA, Polizzi SJ, Bearss CJ, Levelsmier N, Chhita H, Kirchhoff M. 2014. Stemming the diffusion of responsibility: A longitudinal case study of America’s chemistry teachers. Educational Researcher 43: 390–403. Skaalvik EM, Skaalvik S. 2010. Teacher self-efficacy and teacher burnout: A study of relations. Teaching and Teacher Education 26: 1059–1069. US Census Bureau. 2010. US Census. (20 April 2013; http://factfinder2.census.gov/faces/tableser vices/jsf/pages/productview. xhtml?pid=DEC_10_SF1_QTP6&prodType=table) Samuel J. Polizzi is a postdoctoral associate at Kennesaw State University, in Georgia. His research focuses on teacher induction, leadership development, and biochemistry education. Jeremy Jaggernauth studied applied statistics in the Department of Statistics and Analytical Sciences at Kennesaw State University. He is currently employed as a statistical analyst in the private sector. Herman E. Ray is an assistant professor of statistics in the Department of Statistics and Analytical Sciences at Kennesaw State University. His research focuses on the analysis of large, complex data sets in health care and education as well as multivariate clinical trial designs. Brendan Callahan is an assistant professor of biology education in the Department of Biology and Physics at Kennesaw State University. His research focuses on the influence of moral and ethical issues on secondary science to develop literacy and critical thinking. Gregory T. Rushton ([email protected]) is an associate professor of chemistry at Kennesaw State University. His research interests lie at the intersection of secondary and tertiary science education and in developing science teacher leaders. August 2015 / Vol. 65 No. 8 • BioScience 821
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