The Earth Force Survey (EFS)<\/strong> is a multidimensional evaluation battery and psychometric measurement instrument designed to assess youth civic engagement, environmental literacy, sociopolitical efficacy, problem-solving skills, and environmental stewardship attitudes within service-learning and civic action contexts. Developed through collaborative research initiatives between Earth Force<\/a> and RMC Research Corporation<\/a>, the survey battery consists of a standardized student self-report inventory and a companion educator assessment protocol. The student protocol measures core psychological, attitudinal, and behavioral indicators across primary domains: environmental concern and responsibility, personal and collective civic efficacy, democratic engagement skills, local environmental awareness, and perceived civic action competencies.<\/p>\n The student instrument features a 21-item psychometric core formatted on a 4-point Likert-type response scale (ranging from Very True<\/em> to Not True at All<\/em>), program-specific project evaluation matrices, demographic indices, and a 12-item retrospective pre-post skill-attainment inventory utilizing a 4-point behavioral mastery metric (ranging from Not at all<\/em> to Very well<\/em>). The complementary educator version gathers pedagogical implementation data, perceived student developmental gains, institutional support parameters, and professional development outcomes. Psychometric evaluations of the instrument demonstrate robust internal consistency (Cronbach\u2019s alpha coefficients ranging from .78 to .91 across core domains), sound construct and criterion-related validity, and a clearly delineated factor structure that aligns with contemporary theories of positive youth development, youth participatory action research (YPAR<\/a>), and civic empowerment. The Earth Force Survey serves as an essential tool for educational researchers, psychometricians, school psychologists, and community youth development practitioners seeking to quantify the developmental and systemic impacts of environmental service-learning.<\/p>\n Earth Force Survey, environmental literacy, youth civic engagement, civic efficacy, environmental stewardship, service-learning assessment, positive youth development, retrospective pre-post testing, sociopolitical control, community-based environmental education<\/p>\n The Earth Force Survey was developed through an institutional partnership between:<\/p>\n Institutional Contact and Program Information: Earth Force, 4035 Ridge Top Road, Suite 530, Fairfax, VA 22030; Technical Evaluation Archive: RMC Research Corporation, Center for Action Research and Evaluation.<\/p>\n The primary purpose of the Earth Force Survey (EFS)<\/strong> is to provide a standardized, psychometrically grounded measurement system for assessing the multifaceted outcomes of youth engagement in community environmental problem-solving. While conventional environmental knowledge inventories often focus strictly on declarative biological or ecological knowledge (e.g., memorized facts regarding ecological cycles or taxonomic classifications), the Earth Force Survey addresses the critical nexus where environmental literacy converges with active citizenship, democratic competencies, and youth sociopolitical development. The instrument was conceptualized to address significant gaps in community youth programming evaluation, specifically the scarcity of validated instruments capable of measuring young people\u2019s perceived capacity to negotiate civic structures, organize community interventions, and impact local public policy.<\/p>\n In educational and psychological research, the EFS functions as an outcome metric across quasi-experimental and experimental interventions that deploy environmental service-learning curricula. Researchers utilize the instrument to determine whether youth participants demonstrate statistically significant gains in perceived personal responsibility, civic motivation, long-term environmental commitment, and democratic communication skills relative to peers engaged in traditional classroom instruction. In clinical, school psychology, and community counseling contexts, the scale offers diagnostic insight into adolescent empowerment, relational agency, and feelings of learned helplessness versus perceived self-efficacy. By examining an adolescent\u2019s belief in their capacity to influence community structures, school psychologists can gauge socio-emotional thriving, prosocial orientation, and perceived sociopolitical control.<\/p>\n Furthermore, the survey features a bidirectional evaluation architecture. In addition to measuring student-level psychological and skill transformations, it incorporates an educator survey designed to quantify pedagogical shift, implementation fidelity, administrative and community systemic support, and educator empowerment. This twin-track strategy enables researchers to conduct multilevel modeling (hierarchical linear modeling<\/a>) to explore how educator-level implementation factors, institutional backing, and curriculum dosage moderate the development of youth civic self-efficacy and environmental problem-solving mastery.<\/p>\n The Earth Force Survey assesses a set of intercorrelated cognitive, attitudinal, and behavioral constructs rooted in environmental civic empowerment. Rather than evaluating a unidimensional trait, the survey operates as a multi-domain structural model comprising five central psychological dimensions:<\/p>\n This construct captures an internal moral and civic mandate regarding natural systems and community health. It is characterized by personal accountability toward remediating anthropogenic ecological damage, the willing sacrifice of personal convenience for environmental stewardship (e.g., item 2: \u201cI would be willing to change my personal habits if it helped improve the environment\u201d<\/em>), and a normative belief that community members must share collective stewardship duties. Rather than external compliance or extrinsic motivation, this subscale reflects internalized pro-environmental values and moral imperative.<\/p>\n Rooted in Bandura’s social cognitive architecture, civic efficacy represents an individual’s subjective appraisal of their capability to influence civic and environmental outcomes through personal agency and collective action. The EFS delineates this into two complementary facets: individual efficacy<\/em> (e.g., item 13: \u201cI believe that I can personally make a difference in my school or community\u201d<\/em>) and collective sociopolitical efficacy<\/em> (e.g., item 15: \u201cI believe that people working together can solve community problems\u201d<\/em>; item 14: \u201cI believe that young people can persuade other youth and adults to do things to improve the environment\u201d<\/em>). High scores signify resilience against youth disenfranchisement and defeatism.<\/p>\n This cognitive-developmental dimension quantifies the respondent’s awareness of local governance, democratic mechanisms, and information-seeking channels. It evaluates procedural knowledge regarding democratic systems (e.g., item 11: \u201cI know what it takes to change the rules and laws that affect the environment in my school or community\u201d<\/em>) and interpersonal advocacy competencies, such as contacting institutional stakeholders and navigating adult administrative hierarchies (item 10).<\/p>\n A sophisticated civic mind requires cognitive flexibility, perspective-taking abilities, and commitment to communicative rationality. The EFS measures this capacity through items assessing the student’s valuation of multiperspective consensus building (e.g., item 17: \u201cIt is important to listen to people on all sides of a community issue if we want to find a solution that will work well for everyone in the community\u201d<\/em>) and long-term sustainability planning versus superficial, short-term actions (item 18).<\/p>\n Represented in Section 35 (items a through l), this construct operationalizes the applied cognitive and behavioral competencies required to plan and execute civic action. Measured via a dual-column retrospective pre-post matrix, this domain indexes mastery over twelve explicit performance tasks: critical source evaluation, stakeholder identification, criteria-based decision making, communicative advocacy (e.g., persuasive writing and cross-generational dialogue), and iterative project modification.<\/p>\n The structural underpinnings of the Earth Force Survey draw upon an integration of three major theoretical orientations in developmental psychology, cognitive science, and educational sociology:<\/p>\n Albert Bandura’s Social Cognitive Theory<\/a> serves as the foundational model for the efficacy dimensions of the EFS. Bandura postulated that human motivation and performance are driven by perceived self-efficacy\u2014beliefs in one’s capabilities to organize and execute courses of action required to produce given attainments. In the EFS, this is adapted to the sociopolitical sphere, reflecting what developmental psychologists term civic self-efficacy<\/em>. Young individuals develop this efficacy through enactive mastery experiences (conducting actual local environmental projects), vicarious experiences (collaborating with peers), and social persuasion (feedback from teachers, community leaders, and peers). When youth observe that their structured advocacy leads to tangible policy or physical improvements in their communities, their sense of personal and collective agency expands.<\/p>\n Marc Zimmerman\u2019s theory of psychological empowerment and Roderick Watts\u2019 framework of Sociopolitical Development (SPD)<\/a> frame the survey’s measurement of systemic awareness. Empowerment theory articulates three interconnected components: intrapersonal (self-efficacy and competence beliefs), interactional (awareness of community dynamics, resources, and institutional policy mechanisms), and behavioral (taking purposeful collective action). The Earth Force Survey directly captures all three components. By moving beyond isolated ecological science knowledge to explore whether youth understand how to change administrative rules, navigate municipal networks, and mobilize multi-stakeholder coalitions, the EFS operationalizes critical civic empowerment.<\/p>\n Rooted in John Dewey’s experiential learning philosophy and David Kolb’s experiential learning cycle, service-learning theory posits that optimal cognitive growth and civic socialization occur when learners actively apply academic skills to real-world community challenges followed by deliberate, structured reflection. The retrospective pre-post skill inventory reflects this experiential trajectory, capturing the cognitive dissonance, adaptation, and skill acquisition that occur as students investigate local problems, negotiate solutions with municipal authorities, and iterate their interventions.<\/p>\n Extensive psychometric investigations conducted by RMC Research Corporation and university-affiliated evaluation teams have established solid validity credentials for the Earth Force Survey:<\/p>\n The content validity of the student and educator survey batteries was established through expert panels comprising specialists in environmental education, developmental psychometrics, youth service-learning, and educational evaluation. Items were iteratively drafted and field-tested to align with national standards for civic education, the North American Association for Environmental Education (NAAEE<\/a>) guidelines for excellence, and contemporary adolescent cognitive developmental stages. Cognitive interviewing protocols were conducted with middle school and high school students to confirm readability, semantic clarity, and proper interpretation of items across diverse socioeconomic contexts.<\/p>\n Convergent validity has been demonstrated by correlating EFS domain scores with established psychometric inventories. The EFS Civic Efficacy domain correlates moderately to strongly with the Civic Action Scale<\/em> ($r = .64, p < .001$<\/span>) and the Sociopolitical Control Scale for Youth (SPCS-Y)<\/em> ($r = .58, p < .001$<\/span>). The Environmental Responsibility subscale exhibits strong positive correlations with the New Ecological Paradigm (NEP) Scale for Children<\/em> ($r = .52, p < .01$<\/span>). Discriminant validity has been supported by weak and non-significant correlations with general academic test anxiety ($r = -.08, p > .05$<\/span>) and social desirability inventories ($r = .14, p > .05$<\/span>), indicating that the instrument captures distinct civic and environmental constructs rather than general acquiescence or impression management tendencies.<\/p>\n Longitudinal evaluation studies have verified the predictive validity of the scale. Baseline-to-posttest score elevations on the EFS successfully predict self-reported post-program civic behaviors, including ongoing volunteerism, participation in youth advisory councils, and sustained environmental conservation actions at 1-year and 2-year follow-ups ($R^2 = .24, F = 18.32, p < .001$<\/span>). Furthermore, retrospective skill gains across Section 35 correlate significantly with objective ratings of student capstone project quality evaluated by external community stakeholders ($r = .47, p < .01$<\/span>).<\/p>\n The reliability of the Earth Force Survey has been documented across multiple evaluation cohorts comprising thousands of middle and high school students nationwide:<\/p>\n Both exploratory factor analysis (EFA<\/a>) and confirmatory factor analysis (CFA<\/a>) have been conducted on large-scale evaluation datasets (e.g., $N > 2,500$<\/span>) to identify and validate the dimensional structure of the student survey’s 21 psychometric core items:<\/p>\n Principal axis factoring with oblimin (oblique) rotation consistently extracts a four-factor solution explaining approximately 54.8% of the total variance. The factors correspond to:<\/p>\n Subsequent structural modeling has supported the fit of a four-factor correlated model or a higher-order overarching Civic Environmental Competence<\/em> model. Evaluated against rigorous structural equation modeling criteria, the four-factor model yields robust fit indices:<\/p>\n All standardized factor loadings are statistically significant ($p < .001$<\/span>), with values exceeding $.45$<\/span>, confirming that the specified latent constructs account for substantial item variance.<\/p>\n The Earth Force Survey encompasses two interconnected survey protocols: a Student Survey and an Educator Survey. Below is the structural summary of the instrument:<\/p>\n The Earth Force Survey evaluation batteries were formalized in the late 1990s and refined in the early to mid-2000s (with notable versions formalized in 2003\u20132005) under the research direction of RMC Research Corporation for Earth Force, Inc. The instrument was supported by federal and foundation grants, including investments from the Corporation for National and Community Service (CNCS) and the National Science Foundation (NSF<\/a>).<\/p>\n The survey instruments are considered program evaluation instruments in the public domain for research and non-profit educational evaluation purposes, provided proper academic attribution is maintained. No commercial fee is required for non-profit educational institutions, researchers, or evaluators using the survey for scholarly inquiry or school-based program assessment. Commercial utilization, large-scale third-party redistribution, or inclusion in proprietary software packages requires formal permission from Earth Force, Inc. (Fairfax, VA) and RMC Research Corporation.<\/p>\n2. Keywords<\/h2>\n
3. Authors<\/h2>\n
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4. Purpose<\/h2>\n
5. Psychological Construct<\/h2>\n
5.1. Environmental Responsibility and Moral Obligation<\/h3>\n
5.2. Personal and Collective Civic Efficacy<\/h3>\n
5.3. Sociopolitical Literacy and Policy Awareness<\/h3>\n
5.4. Democratic Deliberation and Perspective Taking<\/h3>\n
5.5. Retrospective Problem-Solving and Inquiry Competencies<\/h3>\n
6. Theoretical Framework<\/h2>\n
6.1. Social Cognitive Theory and Self-Efficacy<\/h3>\n
6.2. Sociopolitical Development and Youth Empowerment Theory<\/h3>\n
6.3. Experiential Education and Service-Learning Theory<\/h3>\n
7. Validity<\/h2>\n
7.1. Content and Construct Validity<\/h3>\n
7.2. Convergent and Discriminant Validity<\/h3>\n
7.3. Criterion-Related and Predictive Validity<\/h3>\n
8. Reliability<\/h2>\n
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9. Factor Analysis<\/h2>\n
9.1. Exploratory Factor Analysis (EFA)<\/h3>\n
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9.2. Confirmatory Factor Analysis (CFA)<\/h3>\n
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10. Instrument \/ Measurement Tool<\/h2>\n
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11. Permissions & Fee and Test Year<\/h2>\n
12. References<\/h2>\n
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13. Items of the Scale (Questionnaire)<\/h2>\n