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Learning with Equity: Castro’s Journey Using the Predictors of Learning

Implementation of Predictors of Learning
place Castro
Implementation

Overview

39

Schools

5512

Students
Students basic
Target group
September 2025
Updated
In Castro, identifying hidden learning gaps and addressing them persistently was key. Predictors of Learning clarified results, engaged leadership, and transformed the school district’s culture through data-driven collaboration.

About the implementation

The partnership between Motriz and Castro’s school district began in 2016, and in 2022, the district joined the Motriz Education Community, strengthened by the exchange of best practices. With the Predictors of Learning, Castro achieved systemic progress: even with schools closed in 2020 and part of 2021, it showed resilience, with IDEB (Brazil’s national indicator for education development) moving from 7.2 in 2019 to 6.9 in 2021 and reaching 7.4 in 2023.

As an annual process, what kind of insights do/did the Predictors provide your district?

As a holistic annual process, the Predictors of Learning help school leaders identify gaps affecting student performance, take corrective actions, and assess effectiveness within a yearly cycle. In Castro, they revealed low adherence to the school district’s curriculum and challenges in lesson planning. The district responded with structured, continuous teacher training focused on the new curriculum. Efforts based on assessment results and equity strategies were also crucial, driving a 180% improvement in indicators from 2017 to 2022. Another finding was the lack of systematic pedagogical monitoring, especially classroom observations and learning strategies. In response, the district created institutional documents, such as the Pedagogical Monitoring Guide, and promoted targeted training to implement actions and goals, strengthening management and teaching practices.

What were some of the recommendations (Action Plans) you received after using the PoLT?

The Predictors of Learning have guided the creation of tailored action plans over the years, based on diagnostic results and the school district’s capacity in each cycle. Three important achievements stand out in the Motriz-Castro partnership.
First, the joint development of a continuing teacher training policy, with programs aligned to classroom challenges and the school district curriculum, strengthening pedagogical and learning management strategies.
Second, the creation of a competency matrix that supported the technical selection of 32 school principals, establishing a professional, competency-based leadership process.
Finally, the school district carried out a learning diagnosis considering race and income, identifying skill gaps and student needs. This mapping inspired strategies to reduce inequalities and promote greater equity.

How have the outcomes of the PoLT supported your district’s/school’s Action Plan?

In Castro, the results from the Predictors of Learning were crucial to improving the diagnostics of processes that had previously been less visible. These insights became a strategic tool for school leaders to communicate issues transparently and engage stakeholders in the necessary changes to improve learning.

Based on the Predictors, the school district adopted more robust planning focused on continuous improvement of key processes: (1) curriculum adherence and lesson planning aligned with the district’s goals; (2) strengthening pedagogical monitoring with a focus on teaching strategies and learning management; (3) implementing learning recovery programs addressing major student gaps; and (4) tracking assessment results with feedback and analysis, ensuring consistency in pedagogical actions and strategies.

What district actions were implemented that positively impacted Literacy and Learning Recovery?

Key actions in Castro’s literacy and learning recovery, after partnering with Motriz, include creating a continuing teacher training policy, producing a Pedagogical Monitoring Guide, and delivering targeted training focused on literacy and recovery.
The training policy, combined with literacy- and math-focused programs, strengthened teacher support and improved pedagogical strategies aligned with the curriculum.
Using results from the Predictors of Learning, the school district enhanced pedagogical monitoring and classroom observation, which led to the guide’s creation. This guide provides essential direction to improve teaching practices and positively impact learning outcomes.
Intentional data-driven activities, through assessments and probes, helped reorganize efforts and personalize actions to meet student needs, boosting learning outcomes.

Did the Predictors of Learning support other actions of the school district?

As a holistic diagnosis of existing processes and policy implementation, the Predictors supported multiple areas, especially the professionalized selection of school leaders and the reduction of educational inequalities within the school district.
In response to gaps identified in principals’ management practices, Castro tested a structured and professional selection process. With Motriz’s support, competency matrices were developed, detailing essential skills such as leadership, strategic vision, results orientation, innovation, and emotional intelligence. This process was combined with communication and engagement focused on management routines and pedagogical monitoring, aligned with schools’ needs.
Moreover, the results from the Predictors led Castro to deepen its focus on equity by diagnosing student performance in Portuguese and Math, taking race and income into account. This guided targeted actions to address internal inequalities.

Impact

A key challenge was engaging school leaders in monitoring teachers’ adherence to the curriculum, as the process was hard to track. The Predictors identified this gap, leading to continuous training in curriculum and literacy, plus guides and processes for monitoring and classroom observation, strengthening coherence between planning, teaching, and learning.

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Structuring a continuing teacher training policy within the school district
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Creation and systematization of guides and processes for pedagogical monitoring
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Training teachers on the new curriculum and developing a schedule aligned with district goals
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Establishment of a competency matrix for principals and selection of 32 new principals
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Literacy training for teachers, coordinators, and technicians
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Development of a Pedagogical Monitoring Guide to support classroom observation and teaching
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Training in Learning Recovery with strategies to strengthen post-pandemic progress
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18% improvement in the national exam after 4 years; IDEB rose from 6.9 in 2021 to 7.4 in 2023
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Development of assessments aligned with the curriculum to support coherence and decision-making

Learning Journey

A summary of progress or actions that have positively impacted students, presented in a timeline by year.
Diagnosis of challenges
Initial meeting between school district leaders and Motriz to understand challenges.
Collection of the Predictors of Learning
Gathering data and holding listening sessions with key school actors. All inputs are compiled to generate the Predictors, measured on a 0–9 scale.
Presentation of the Predictors’ results
Sharing findings with school leaders and stakeholders to ensure transparency.
Co-construction of the goals and action plan with the school district
Defining realistic goals and strategies collaboratively with the school district.
Implementation of the action plans
Carrying out the planned initiatives in schools to address learning gaps.
Monitoring of the action plans and replanning for the next school year
Tracking progress, assessing results, and adjusting strategies for improvement.

Location

Castro is a medium-sized city in Paraná, southern Brazil, with 75,291 inhabitants in 2024, according to IBGE. The region is known for agriculture and dairy production. In 2021, its GDP per capita was about R$50,300, approximately 19% above the national average. The school district includes 39 public schools, with more than 20% located in rural areas. It has 1,054 teachers, 566 of whom work in the early years of elementary school, and serves 5,512 students in those grades.

place
Castro