Understanding the Relationship of Science and Mathematics Place-Based Workforce Development on Adolescents’ Motivation and Rural Aspirations

Abstract

One overarching goal for rural place-based education is to influence adolescents’ aspirations to stay in the community to help sustain and revitalize the local economy. The authors explore the relationship of place-based workforce development in science and mathematics classes with motivation (i.e., expectancy beliefs and science, technology, engineering, and mathematics [STEM] career interest) and rural community aspirations in a large sample of secondary students. The results confirmed that the more place-based workforce development adolescents reported, the higher their expectancy beliefs, STEM career interest, and rural community aspirations. Moreover, motivation positively predicted rural community aspirations. Our findings suggest that teachers should attend not only to content but also to the inclusion of local STEM-related assets and needs, thereby cultivating STEM career trajectories in rural communities.

Keywords

efficacy expectancy beliefs STEM career interest rural attachment

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References

Adams

J. D.

Gupta

Cotumaccio

(2014). Long-term participants: A museum program enhanced girls’ STEM interest, motivation and persistence. Afterschool Matters, 20, 13–20.

Alagona

P. S.

Simon

G. L.

(2010). The role of field study in humanistic and interdisciplinary environmental education. Journal of Experiential Education, 32, 191–206. https://doi.org/10.5193/JEE.32.3.191

Alwin

D. F.

Hauser

R. M.

(1975). The decomposition of effects in path analysis. American Sociological Review, 40, 37–47. https://doi.org/10.2307/2094445

Anderman

E. M.

(2012). Adolescence. In Harris

Urdan

S.G.T.

(Eds.), APA handbook of educational psychology, Vol. 3: Applications to learning and teaching (pp. 43–61) Washington, DC: American Psychological Association.

Asparouhov

Muthén

(2010). Resampling methods in Mplus for complex survey data. Structural Equation Modeling: A Multidisciplinary Journal, 14(4), 535–569. https://doi.org/10.1111/j.1746-1561.2009.00428.x

Athman

Monroe

(2004). The effects of environment-based education on students’ achievement motivation. Journal of Interpretation Research, 9(1), 9–25. https://doi.org/10.1177/109258720400900102

Ball

Huang

K. T.

Cotton

S. R.

Rikard

R. V.

Coleman

L. O.

(2016). Invaluable values: An expectancy-value theory analysis of youths’ academic motivations and intentions. Information, Communication & Society, 19, 618–638. https://doi.org/10.1080/1369118X.2016.1139616

Beier

M. E.

Kim

M. H.

Saterbak

Leautaud

Bishnoi

Gilberto

J. M.

(2019). The effect of authentic project-based learning on attitudes and career aspirations in STEM. Journal of Research in Science Teaching, 56(1), 3–23. https://doi.org/10.1002/tea.21465

Birmingham

Barton

(2014). Putting on a green carnival: Youth taking educated action on socioscientific issues. Journal of Research in Science Teaching, 51(3), 286–314. https://doi.org/10.1002/tea.21127

10.

Blotnicky

Franz-Odendaal

French

Joy

(2018). A study of the correlation between STEM career knowledge, mathematics self-efficacy, career interests, and career activities on the likelihood of pursuing a STEM career among middle school students. International Journal of STEM Education, 5(22), 1–15. https://doi.org/10.1186/s40594-018-0118-3

11.

Boroush

(2020). Research and development: U.S. trends and international comparisons. Washington, DC: National Science Foundation.

12.

Brown

D. L.

Schafft

K. A.

(2011). Rural people and communities in the 21st century: Resilience and transformation. Malden, MA: Polity.

13.

Brown

T. A.

(2015). Confirmatory factor analysis for applied research (2nd ed.). New York: Guilford.

14.

Bush

W. S

(2005). Improving research on mathematics learning and teaching in rural contexts. Journal of Research in Rural Education, 20(8), 1–11. http://jrre.psu.edu/articles/20-8pdf

15.

Byun

S. Y.

Meece

J. L.

Irvin

M. J.

Hutchins

B. C.

(2012). The role of social capital in educational aspirations of rural youth. Rural Sociology, 77(3), 355–379. https://doi.org/10.1111/j.1549-0831.2012.00086.x

16.

Campos Research Strategy. (2014, October). Work to do: The role of STEM education in improving the tri-state region's workforce. Carnegie Science Center. http://carnegiesciencecenter.org/csc_content/stemcenter/pdf/Work_to_Do_The_Role_of_STEM_Education_in_Improving_the_Tri-State_Regions_Workforce.pdf

17.

Carr

P. J.

Kefalas

M. J.

(2009). Hollowing out the middle: The rural brain drain and what it means for America. Boston: Beacon Press.

18.

Charron

E. H.

(1991). Classroom and community influences on youths’ perceptions of science in a rural county school system. Journal of Research in Science Teaching, 28(8), 671–687. https://doi.org/10.1002/tea.3660280805

19.

Chen

F. F.

(2007). Sensitivity of goodness of fit indexes to lack of measurement invariance. Structural Equation Modeling: A Multidisciplinary Journal, 14(3), 464–504. https://doi.org/10.1080/10705510701301834

20.

Chinn

(2007). Decolonizing methodologies and indigenous knowledge: The role of culture, place and personal experience in professional development. Journal of Research in Science Teaching, 44(9), 1247–1268. https://doi.org/10.1002/tea.20192

21.

Chow

Eccles

J. S.

Salmela-Aro

(2012). Task value profiles across subjects and aspirations to physical and IT-related sciences in the United States and Finland. Developmental Psychology, 48, 1612–1628. https://doi.org/10.1037/a0030194

22.

Corbett

M. J.

(2007). Learning to leave: The irony of schooling in a coastal community. Halifax, NS, Canada: Fernwood.

23.

Cromartie

von Reichert

Arthun

(2015). Why some return home to rural America and why it matters (No. 1490-2016-128387). U.S. Department of Agriculture. https://www.ers.usda.gov/amber-waves/2015/july/why-some-return-home-to-rural-america-and-why-it-matters/

24.

Cushing

(1999). Migration and persistent poverty in rural America. In Pandit

Withers

S. D.

(Eds.), Migration and restructuring in the United States (pp. 15–36). Lanham, MD: Rowman & Littlefield.

25.

Demarest

A. B.

(2015). Place-based curriculum design: Exceeding standards through local investigations. New York: Routledge.

26.

DiStefano

Zhu

Mindrila

(2009). Understanding and using factor scores: Considerations for the applied researcher. Practical Assessment, Research, and Evaluation, 14(1), 20. https://doi.org/10.7275/da8t-4g52

27.

Duffin

Powers

Tremblay

, & PEER Associates. (2004, October 6). Report on cross-program research & other program evaluation activities. Place-Based Education & Evaluation Collaborative. http://www.seer.org/pages/research/PEEC%202004.pdf

28.

Dumont

Davis

D. P.

(Eds.). (2021). Investing in rural prosperity. Federal Reserve Bank of St. Louis and the Board of Governors of the Federal Reserve System. https://www.stlouisfed.org/-/media/project/frbstl/stlouisfed/files/pdfs/community-development/investing-rural/investinginruralprosperity-book.pdf

29.

Eccles

(2009). Who am I and what am I going to do with my life? Personal and collective identities as motivators of action. Educational Psychologist, 44, 78–89. https://doi.org/10.1080/00461520902832368

30.

Eccles

J. S.

Wigfield

(2002). Motivational beliefs, values, and goals. Annual Review of Psychology, 53(1), 109–132. https://doi.org/10.1146/annurev.psych.53.100901.135153

31.

Eccles

J. S.

Wigfield

(2020). From expectancy-value theory to situated expectancy-value theory: A developmental, social cognitive, and sociocultural perspective on motivation. Contemporary Educational Psychology, 61, 101859. https://doi.org/10.1016/j.cedpsych.2020.101859

32.

Eccles-Parsons

J. S.

Adler

T. E

Futterman

Golf

S. B.

Kaczala

C.M.

Meece

J.L.

Midgley

(1983). Expectations, values, and academic behaviors. In Spence

J. T

(Ed.), Achievement and achievement motivation (pp. 75–146). New York: Freeman.

33.

Elder

G. H.

King

V. E.

Conger

R. D.

(1996). Attachment to place and migration prospects: A developmental perspective. Journal of Research on Adolescence, 6, 397–425.

34.

Endreny

(2010). Urban 5th graders conceptions during a place-based inquiry unit on watersheds. Journal of Research in Science Teaching, 47(5), 501–517. https://doi.org/10.1002/tea.20348

35.

Farmer

H. S.

Waldrop

J. L.

Rotella

S. C.

(1999). Antecedent factors differentiating women and men in science/non-science careers. Psychology of Women Quarterly, 23, 763–780. https://doi.org/10.1111/j.1471-6402.1999.tb00396.x

36.

Feser

Sweeney

(2003). Out-migration, depopulation, and the geography of US economic distress. International Regional Science Review, 26(1), 38–67. https://doi.org/10.1177/0160017602238985

37.

Flora

C. B.

Flora

J. L.

(2004). Rural communities: Legacy and change (2nd ed.). Boulder, CO: Westview.

38.

Fornell

Larcker

D. F.

(1981). Evaluating structural equation models with unobservable variables and measurement error. Journal of Marketing Research, 18(1), 39–50. https://doi.org/10.2307/3151312

39.

Garde

Song

(2022). Housing affordability crisis and inequities of land use change: insights from cities in the southern California region. Journal of the American Planning Association, 88(1), 67–82. https://doi.org/10.1080/01944363.2021.1911673

40.

Gibbs

R. M.

Cromartie

J. B.

(1994). Rural youth outmigration: How big is the problem and for whom? Rural Development Perspectives, 10(1), 9–16. https://doi.org/10.22004/ag.econ.311063

41.

Global Workplace Analytics. (2020). Work-at-home after COVID-19—Our forecast. https://globalworkplaceanalytics.com/work-at-home-after-covid-19-our-forecast

42.

Gruenewald

D. A.

(2003). The best of both worlds: A critical pedagogy of place. Educational Researcher, 32(4), 3–12. https://doi.org/10.3102/0013189X032004003

43.

Hektner

(1995). When moving up implies moving out: Rural adolescent conflict in the transition to adulthood. Journal of Research in Rural Education, 11(1), 3–14.

44.

Herman

(2018). Students’ environmental NOS views, compassion, intent, and action: Impact of place-based socioscientific issues instruction. Journal of Research in Science Teaching, 55, 600–638. https://doi.org/10.1002/tea.21433

45.

Howley

Camper

Perko

(2011). Place-based education at island community school. Journal of Environmental Education, 42, 216–236. https://doi.org/10.1080/00958964.2011.556682

46.

Howley

C. B.

Harmon

H. L.

Leopold

G. D.

(1996). Rural scholars or bright rednecks? Aspirations for a sense of place among rural youth in Appalachia. Journal of Research in Rural Education, 12(3), 150–160.

47.

Howley

C. W.

(2006). Remote possibilities: Rural children's educational aspirations. Peabody Journal of Education, 81(2), 62–80. https://doi.org/10.1207/S15327930pje8102_4

48.

L. T.

Bentler

P. M.

(1999). Cutoff criteria for fit indexes in covariance structure analysis: Conventional criteria versus new alternatives. Structural Equation Modeling: A Multidisciplinary Journal, 6(1), 1–55. https://doi.org/10.1080/10705519909540118

49.

Ingels

S. J.

Pratt

D. J

Alexander

C. P.

Jewell

D. M.

Lauff

Mattox

T. L.

Wilson

(2014). Education Longitudinal Study of 2002 third follow-up data file documentation (NCES 2014-364). Washington, DC: National Center for Education Statistics, Institute of Education Sciences, U.S. Department of Education. https://nces.ed.gov/pubs2014/2014364.pdf

50.

Internal Revenue Service. (2021, November 10). Opportunity Zones. https://www.irs.gov/credits-deductions/businesses/opportunity-zones#:~:text=Opportunity%20Zones%20were%20created%20under,zones%20through%20Qualified%20Opportunity%20Funds.

51.

Irvin

M. J.

Byun

S. Y.

Meece

J. L.

Reed

K. S.

Farmer

T. W.

(2016). School characteristics and experiences of African American, Hispanic/Latino, and Native American youth in rural communities: Relation to educational aspirations. Peabody Journal of Education, 91(2), 176–202. https://doi.org/10.1080/0161956X.2016.1151739

52.

Irvin

Byun

S. Y.

Smiley

W. S.

Hutchins

B. C.

(2017). Relation of opportunity to learn advanced math to the educational attainment of rural youth. American Journal of Education, 123(3), 475–510. https://doi.org/10.1086/691231

53.

Irvin

M. J.

Harrist

Limberg

Roy

G. J.

Kunz

(2019). Place-based education: Bringing in and contributing to the local context in middle-level education. In Virtue

D. C.

(Ed.), International handbook of middle-level education theory, research, and policy (pp. 271–280). New York: Routledge.

54.

Jorgensen

B. S.

Stedman

R. C.

(2001). Sense of place as an attitude: Lakeshore owners attitudes toward their properties. Journal of Environmental Psychology, 21(3), 233–248. https://doi.org/10.1006/jevp.2001.0226

55.

Kline

R. B.

(2015). Principles and practice of structural equation modeling (4th ed.). New York: Guilford.

56.

Kyle

Graefe

Manning

Bacon

(2003). An examination of the relationship between leisure activity involvement and place attachment among hikers along the Appalachian Trail. Journal of Leisure Research, 35, 249–273. https://doi.org/10.1080/00222216.2003.11949993

57.

Lauermann

Chow

Eccles

J. S.

(2015). Differential effects of adolescents’ expectancy and value beliefs about math and English on math/science-related and human services-related career plans. International Journal of Gender, Science and Technology, 7(2), 205–228.

58.

Lotter

Yow

J.A.

Lee

Zeis

J. G.

Irvin

M. J.

(2020). Rural teacher leadership in science and mathematics. School Science and Mathematics, 120, 29–44. https://doi.org/10.1111/ssm.12383

59.

Lund

Manyika

Hilton

Dua

Hancock

Rutherford

Macon

(2019, July). The future of work in America. McKinsey Global Institute. https://www.mckinsey.com/~/media/McKinsey/Featured%20Insights/Future%20of%20Organizations/The%20future%20of%20work%20in%20America%20People%20and%20places%20today%20and%20tomorrow/MGI-The-Future-of-Work-in-America-Report-July-2019.ashx

60.

Makarova

Aeschlimann

Herzog

(2016). Why is the pipeline leaking? Experiences of young women in STEM vocational education and training and their adjustment strategies. Empirical Research in Vocational Education and Training, 8(1), 1–18. https://doi.org/10.1186/s40461-016-0027-y

61.

Markowitz

D. G.

(2004). Evaluation of the long-term impact of a university high school summer science program on students’ interest and perceived abilities in science. Journal of Science Education and Technology, 13(3), 395–407. https://doi.org/10.1023/B:JOST.0000045467.67907.7b

62.

Marré

(2020). Rural population loss and strategies for recovery. Federal Reserve Bank of Richmond. https://www.richmondfed.org/publications/research/econ_focus/2020/q1/district_digest

63.

Marshall

(2001). Rural policy in the new century. International Regional Science Review, 24(1), 59–83. https://doi.org/10.1177/016001701761013015

64.

Meece

J. L.

Askew

K.J.S.

Agger

C. A.

Hutchins

B. C.

Byun

(2014). Familial and economic influences on the gendered-related educational and vocational aspirations of rural adolescents. Journal of Educational and Developmental Psychology, 4(1), 238–257. https://doi.org/10.5539/jedp.v4n1p238

65.

Meece

J. L.

Hutchins

B. C.

Byun

Farmer

T. W.

Irvin

M. J.

Weiss

(2013). Preparing for adulthood: A recent examination of the alignment of rural youth’s educational and vocational aspirations. Journal of Educational and Developmental Psychology, 3(2), 175–192. https://doi.org/10.5539/jedp.v3n2p175

66.

Meredith

(1993). Measurement invariance, factor analysis and factorial invariance. Psychometrika, 58, 525–543. https://doi.org/10.1007/BF02294825

67.

Mills

Hazarika

(2001). The migration of young adults from non-metropolitan counties. American Journal of Agricultural Economics, 83, 329–340. https://doi.org/10.1111/0002-9092.00159

68.

Muthén

L. K.

Muthén

B. O.

(2017). Mplus user's guide. 8th ed. Los Angeles: Muthén & Muthén.

69.

National Center for Education Statistics. (2006). NCES locale classifications and criteria. https://nces.ed.gov/programs/edge/docs/locale_classifications.pdf

70.

O’Dell

(2021, March). Redefining rural: Towards a better understanding of geography, demography, and economy in America's rural places. Economic Innovation Group. https://eig.org/wp-content/uploads/2021/03/Rural-Report-2021.pdf

71.

Peterson

Bornemann

Lydon

West

(2015). Rural students in Washington State: STEM as a strategy for building rigor, postsecondary aspirations, and relevant career opportunities. Peabody Journal of Education, 90, 280–293. https://doi.org/10.1080/0161956X.2015.1022397

72.

Petrin

R. A.

Schafft

K. A.

Meece

J. L.

(2014). Educational sorting and residential aspirations among rural high school students: What are the contributions of schools and educators to rural brain drain? American Educational Research Journal, 51, 294–326. https://doi.org/10.3102/0002831214527493

73.

Podsakoff

P. M.

MacKenzie

S. B.

Lee

J. Y.

Podsakoff

N. P.

(2003). Common method biases in behavioral research: a critical review of the literature and recommended remedies. Journal of Applied Psychology, 88(5), 879–903.

74.

Powers

A. L.

(2004). An evaluation of four place-based education programs. Journal of Environmental Education, 35(4), 17–32. https://doi.org/10.3200/JOEE.35.4.17-32

75.

Relph

(1976). Place and placelessness. London: Pion.

76.

Semken

Freeman

C. B.

Watts

N. B.

Neakrase

J. J.

Dial

R. E.

Baker

D. R.

(2009). Factors that influence sense of place as a learning outcome and assessment measure of place-based geoscience teaching. Electronic Journal for Research in Science & Mathematics Education, 13(2), 136–159.

77.

Semken

Ward

E. G.

Moosavi

Chinn

P. W.

(2017). Place-based education in geoscience: Theory, research, practice, and assessment. Journal of Geoscience Education, 65(4), 542–562. https://doi.org/10.5408/17-276.1

78.

Showalter

D. A.

(2013). Place-based mathematics education: A conflated pedagogy. Journal of Research in Rural Education, 28(6), 1–13.

79.

Simpkins

S. D.

Davis-Kean

P. E.

Eccles

J. S.

(2006). Math and science motivation: A longitudinal examination of the links between choices and beliefs. Developmental Psychology, 42, 70–83. https://doi.org/10.1037/0012-1649.42.1.70

80.

Smith

G. A.

(2007). Place-based education in the global age: Local diversity. New York: Routledge.

81.

Smith

G. A.

(2017). Place-based education. In Oxford research encyclopedia of education. New York: Oxford University Press. https://doi.org/10.1093/acrefore/9780190264093.013.95

82.

Smith

G. A.

Sobel

(2014). Place- and community-based education in schools. New York: Routledge.

83.

Sobel

(2004). Place-based education: Connecting classrooms & communities. Great Barrington, MA: Orion Society.

84.

U.S Department of Agriculture. (2020, February). USDA support for Opportunity Zones. https://www.rd.usda.gov/sites/default/files/fact-sheet/RD_Factsheet_Oppo-rtunity_FS.pdf

85.

U.S. Department of Agriculture. (2021, December 3). USDA invests $633 million in climate-smart and resilient infrastructure for people in rural communities. https://www.usda.gov/media/press-releases/2021/12/03/usda-invests-633-million-climate-smart-and-resilient-infrastructure

86.

Vakil

Ayers

(2019). The racial politics of STEM education in the USA: Interrogations and explorations. Race Ethnicity and Education, 22(4), 449–458. https://doi.org/10.1080/13613324.2019.1592831

87.

Wentzel

(2008, December 3). America’s 21st century learning system. National Council for Advanced Manufacturing. https://www.nacfam.org/studies/americas-21st-century-learning-system-white-paper/

88.

Wigfield

Eccles

J. S.

(2002). The development of competence beliefs, expectancies for success, and achievement values from childhood through adolescence. In Wigfield

Eccles

J. S.

, Development of achievement motivation (pp. 91–120). Cambridge, MA: Academic Press.

89.

Wigfield

Eccles

J. S.

Pintrich

P. R.

(1996). Development between the ages of eleven and twenty-five. In Berliner

D. C.

Calfee

R. C.

(Eds.), The handbook of educational psychology (pp. 148–187). London: Macmillan.

90.

Wigfield

Eccles

J. S.

Schiefele

Roeser

Davis-Kean

(2006). Development of achievement motivation. In Damon

Eisenberg

(Eds.), Handbook of child psychology (6th ed.,Vol. 3, pp. 933–1002). Hoboken, NJ: John Wiley.

91.

Williams

D. R.

Patterson

M. E.

(1999). Environmental psychology: Mapping landscape meanings for ecosystem management. In Cordell

H. K.

Bergstrom

J.C.

(Eds.), Integrating social sciences and ecosystem management: Human dimensions in assessment, policy and management (pp. 141–160). Champaign, IL: Sagamore.

92.

Zimmerman

Weible

(2017). Learning in and about rural places: Connections and tensions between students’ everyday experiences and environmental quality issues in their community. Cultural Studies of Science Education, 12, 7–31. https://doi.org/10.1007/s11422-016-9757-1