Patterns of Adaptive Learning Scales (PALS) – Teacher

Abstract

The Patterns of Adaptive Learning Scales (PALS) – Teacher version is a widely utilized psychological instrument designed to assess educators’ perceptions of the classroom and school learning environment, specifically focusing on Achievement Goal Theory. This scale measures how teachers interpret and implement instructional practices related to motivational goals (both mastery and performance goals) and their own sense of professional competence. The PALS-Teacher instrument is crucial for understanding the contextual factors that shape student motivation, engagement, and adaptive learning patterns in educational settings.

The core components evaluated include the goal structures teachers promote within the classroom and the school at large, as well as the teacher’s own Personal Teaching Efficacy. By quantifying these dimensions, researchers and practitioners can identify specific pedagogical approaches that either foster or impede adaptive academic outcomes among students.

Keywords

Patterns of Adaptive Learning Scales, PALS, Achievement Goal Theory, Educational Psychology, Classroom Goal Structure, Teaching Efficacy, Mastery Goals, Performance Goals, Teacher Assessment.

Authors

Carole Midgley, Martin L. Maehr, Timothy Urdan, Eric Anderman, Allison Kaplan, Leslie Hicks, Maria Middleton, R. W. Roeser.

Purpose

The primary purpose of the PALS-Teacher instrument is to quantify the goal structures, or motivational climates, created by teachers in their classrooms and perceived to exist within the broader school context. These goal structures are hypothesized to influence students’ academic motivation and behavioral patterns.

The scale provides a method for empirically examining constructs derived from Achievement Goal Theory, allowing researchers to link specific teaching practices (such as emphasizing effort, competition, or improvement) directly to teacher beliefs about their effectiveness and the resulting student outcomes. The instrument is instrumental in educational research focused on school reform and professional development.

Construct

The PALS-Teacher scale measures five distinct, yet interrelated, constructs critical to the educational environment:

• Mastery Goal Structure for Students: Measures the extent to which the school environment is perceived by the teacher to emphasize effort, improvement, learning for its own sake, and understanding over rote memorization.
• Performance Goal Structure for Students: Measures the extent to which the school environment is perceived to emphasize competition, high grades, public recognition of high achievers, and relative ability comparisons.
• Mastery Approaches (Instructional): Measures specific instructional practices used by the teacher that promote a focus on individual progress and learning (e.g., providing choice, recognizing improvement).
• Performance Approaches (Instructional): Measures specific instructional practices used by the teacher that promote social comparison and competition (e.g., displaying the best work, encouraging academic rivalry).
• Personal Teaching Efficacy: Measures the teacher’s belief in their own capability to influence student learning and progress, even among the most challenging students.

Validity

The Patterns of Adaptive Learning Scales (PALS) have demonstrated strong construct validity through numerous studies conducted by the original authors and subsequent researchers over several decades. The PALS framework is grounded in Achievement Goal Theory, ensuring theoretical alignment between the measured constructs and established psychological principles regarding motivation.

Validation efforts, often involving confirmatory factor analysis (CFA) across diverse samples, support the separation of the five key factors. The scale items consistently load onto their intended factors, confirming that the instrument measures the intended dimensions of goal structures and teacher efficacy. Extensive research has also established criterion-related validity by showing consistent relationships between PALS scores and adaptive student outcomes (e.g., high mastery goal structures correlate positively with persistence and deeper learning strategies).

Reliability

Internal consistency reliability for the PALS-Teacher subscales is typically assessed using Cronbach’s alpha coefficients. The source content provides alpha values generally considered acceptable for research purposes, particularly within the field of educational psychology:

• Mastery Goal Structure for Students: Alpha = 0.81
• Performance Goal Structure for Students: Alpha = 0.71
• Mastery Approaches (Instructional): Alpha = 0.69
• Performance Approaches (Instructional): Alpha = 0.69
• Personal Teaching Efficacy: Alpha = 0.74

While the alpha values for the two “Approach” scales (0.69) are slightly below the common threshold of 0.70, they are often considered adequate for newly developed or brief scales in social science research. The overall reliability profile suggests that the instrument provides reasonably consistent measurement of the intended constructs.

Factor Analysis

The PALS-Teacher scale is structured around five empirically derived factors, confirmed through factor analysis. These factors correspond directly to the five primary subscales measured by the instrument. The items loading onto these factors are distributed as follows:

• Mastery Goal Structure for Students (7 items): Items 3, 5, 14 (reverse scored), 16, 20, 22, 27.
• Performance Goal Structure for Students (6 items): Items 7, 10, 12, 15 (reverse scored), 25, 29.
• Mastery Approaches (Instructional) (4 items): Items 4, 11, 13, 26.
• Performance Approaches (Instructional) (5 items): Items 1, 9, 17, 19, 21.
• Personal Teaching Efficacy (7 items): Items 2, 6 (reverse scored), 8, 18 (reverse scored), 23, 24 (reverse scored), 28.

Instrument

Test Type: Survey / Self-Report Questionnaire

Format: 5-point Likert Scale, ranging from 1 = “Strongly disagree” to 5 = “Strongly agree.”

Language Available: Primarily English, though translations may exist for specific research contexts.

Population Group: Teachers (K-12, often focused on middle and secondary school educators).

Age Group: Adult Professionals (Educators).

Population Details: Teachers in various academic subjects and grade levels who interact daily with students and establish classroom motivational climates.

Test Methodology: Respondents rate their agreement with statements concerning their teaching practices, their beliefs about the school environment, and their confidence in their ability to teach effectively.

Keywords

Educational Assessment, Motivation, Goal Orientation, School Climate, Instructional Practices, Mastery Goals, Performance Goals, Teacher Beliefs.

Authors

Author ORCID Identifier: Not provided in source content.

Affiliation Email addresses: Not provided in source content (Primary affiliation historically with the University of Michigan).

Correspondence Address: Not provided in source content.

Permissions & Fee and Test Year

The Patterns of Adaptive Learning Scales (PALS) were initially developed in the early 1990s, with a significant manual update published in 2000. The scale is generally available for non-commercial academic research and educational purposes, often without a formal fee, provided proper citation and adherence to usage guidelines set by the primary authors (Midgley, Maehr, Urdan, et al.). Users are advised to contact the original research team at the University of Michigan for the most current information regarding permissions and non-commercial use.

The instrument can be found in PDF format via the following links:

• The original PALS 2000 Manual (PDF): http://www.umich.edu/ma‎sterpals/PALS%202000_V13Word97.pdf
• Additional PALS manual (PDF): http://www.aijiuyujia.com/pals-manual-pdf.pdf

Reference’s

The development and validation of the PALS scales are documented extensively in the literature, including the following foundational works:

• Midgley‚ C.‚ Maehr‚ M. L.‚ & Urdan‚ T. (1993). Manual for the Patterns of Adaptive Learning Survey (PALS). Ann Arbor‚ MI: University of Michigan.
• Midgley‚ C.‚ Anderman‚ E.‚ & Hicks‚ L. (1995). Differences between elementary and middle school teachers and students: A goal theory approach. Journal of Early Adolescence‚ 15‚ 90-113.
• Midgley‚ C.‚ & Urdan‚ T. (1995). Predictors of middle school students’ use of self-handicapping strategies. Journal of Early Adolescence‚ 15‚ 389-411.
• Anderman‚ E.‚ & Midgley‚ C. (1997). Changes in personal achievement goals and the perceived classroom goal structures across the transition to middle level schools. Contemporary Educational Psychology‚ 22‚ 269-298.
• Kaplan‚ A.‚ & Midgley‚ C. (1997). The effect of achievement goals: Does level of academic efficacy make a difference? Contemporary Educational Psychology‚ 22‚ 415-435.
• Ryan‚ A. M.‚ Hicks‚ L.‚ & Midgley‚ C. (1997). Social goals‚ academic goals‚ and avoiding seeking help in the classroom. Journal of Early Adolescence‚ 17‚ 152-171
• Midgley‚ C.‚ Kaplan‚ A.‚ Middleton‚ M.‚ Urdan‚ T.‚ Maehr. M. L.‚ Hicks‚ L.‚ Anderman‚ E.‚ & Roeser‚ R. W. (1998). Development and validation of scales assessing students’ achievement goal orientation. Contemporary Educational Psychology‚ 23(2)‚ 113-131.
• Urdan‚ T.‚ Midgley‚ C.‚ & Anderman‚ E. (1998). The role of classroom goal structure in students’ use of self-handicapping strategies. American Educational Research Journal‚ 35‚ 101-122.
• Arunkumar‚ R.‚ Midgley‚ C.‚ & Urdan‚ T. (1999). Perceiving high or low home/school dissonance: Longitudinal effects on adolescent academic and emotional adjustment. Journal of Research on Adolescence‚ 9‚ 441-467.
• Midgley‚ C.‚ Maehr‚ M.L.‚ Hruda‚ L.‚ Anderman‚ E.M.‚ Anderman‚ L.‚ Freeman‚ K.E.‚ Gheen‚ M.‚ Kaplan‚ A.‚ Kumar‚ R.‚ Middleton‚ M.J.‚ Nelson‚ J.‚ Roeser‚ R.‚ & Urdan‚ T. (2000). Manual for the Patterns of Adaptive Learning Scales (PALS). Ann Arbor‚ MI: University of Michigan.
• Midgley‚ C.‚ Kaplan‚ A.‚ & Middleton‚ M. (2001). Performance-approach goals: Good for what‚ for whom‚ under what circumstances‚ and at what cost? Journal of Educational Psychology‚ 93‚77-86.
• Midgley‚ C. (2002). Goals‚ goal structures‚ and patterns of adaptive learning. Mahwah‚ NJ: Lawrence Erlbaum.

Items of the Patterns of Adaptive Learning Scales (PALS) – Teacher

IMPORTANT: The following scale items must be preserved in their original language and must not be changed in any way.

1. I give special privileges to students who do the best work.
2. If I try really hard‚ I can get through to even the most difficult student.
3. In this school: The importance of trying hard is really stressed to students.
4. I make a special effort to recognize students’ individual progress‚ even if they are below grade level.
5. In this school: Students are told that making mistakes is OK as long as they are learning and improving.
6. Factors beyond my control have a greater influence on my students’ achievement than I do.
7. In this school: It’s easy to tell which students get the highest grades and which students get the lowest grades.
8. I am good at helping all the students in my classes make significant improvement.
9. I display the work of the highest achieving students as an example.
10. In this school: Students who get good grades are pointed out as an example to others.
11. During class‚ I often provide several different activities so that students can choose among them.
12. In this school: Students hear a lot about the importance of getting high test scores.
13. I consider how much students have improved when I give them report card grades.
14. In this school: A lot of the work students do is boring and repetitious.
15. In this school: Grades and test scores are not talked about a lot.
16. In this school: Students are frequently told that learning should be fun.
17. I help students understand how their performance compares to others.
18. Some students are not going to make a lot of progress this year‚ no matter what I do.
19. I encourage students to compete with each other.
20. In this school: The emphasis is on really understanding schoolwork‚ not just memorizing it.
21. I point out those students who do well as a model for the other students.
22. In this school: A real effort is made to recognize students for effort and improvement.
23. I am certain that I am making a difference in the lives of my students.
24. There is little I can do to ensure that all my students make significant progress this year.
25. In this school: Students hear a lot about the importance of making the honor roll or being recognized at honor assemblies.
26. I give a wide range of assignments‚ matched to students’ needs and skill level.
27. In this school: A real effort is made to show students how the work they do in school is related to their lives outside of school.
28. I can deal with almost any learning problem.
29. In this school: Students are encouraged to compete with each other academically.