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Problem-posing education

Problem-posing education is a pedagogical approach developed by Brazilian educator in the mid-20th century, most fully outlined in his 1970 book , which emphasizes collaborative investigation of real-world problems drawn from participants' lived experiences to cultivate and challenge oppressive structures. In this method, educators and learners function as mutual teacher-students, engaging in ongoing —a cycle of reflection and action—rather than adhering to hierarchical instruction where knowledge is unilaterally transmitted. Freire contrasted problem-posing education with the "banking model," which he viewed as dehumanizing because it treats students as passive receptacles for deposited facts, thereby perpetuating domination by discouraging inquiry into generative themes like or . Rooted in Freire's experiences with adult literacy campaigns in during the , the approach seeks to humanize participants by affirming their in unfinished realities, fostering through collective problem-solving that integrates , , and ethical . The method gained prominence as a of and liberation education, influencing programs in developing regions and progressive curricula aimed at empowering marginalized groups, though its Marxist-inspired focus on class struggle and has drawn scrutiny for potentially prioritizing ideological conscientization over measurable skill acquisition or neutral knowledge transmission. Empirical evaluations of its long-term efficacy remain limited, with applications often embedded in ideologically sympathetic academic and activist settings that may undervalue rigorous comparative outcomes against conventional teaching.

Definition and Principles

Core Definition

Problem-posing education is a pedagogical approach developed by , presented in his 1970 book , which contrasts with traditional "banking" education by treating learners as active co-creators of knowledge rather than passive recipients. In this model, educators and students engage in dialogue to identify and investigate problems drawn from the students' lived experiences and social realities, fostering critical analysis of oppressive structures and promoting —reflection combined with transformative action. Central to the approach is the cultivation of conscientização (), whereby participants develop the ability to perceive and challenge the ways they exist within their world, rejecting fatalistic acceptance of in favor of collective efforts. Freire posited that this method humanizes both teachers and students, positioning them as mutual learners who investigate "generative themes"—concrete issues like or —through collaborative rather than rote memorization. Unlike hierarchical instruction, problem-posing education emphasizes democratic relationships, where the educator poses problems to provoke and rejects the of in learners, viewing as a dynamic process of inquiry rooted in reality. This framework, informed by Freire's literacy campaigns in during the , prioritizes practical relevance, linking theoretical insights to real-world application to empower marginalized groups against domination.

Contrast with Traditional Models

In traditional models of education, often termed the "banking concept" by , knowledge is conceptualized as a deposited by teachers into passive receptacles, akin to funds in a . This approach posits teachers as narrators and depositors of pre-existing facts, while students function as docile listeners who memorize and reproduce information without questioning its context or relevance. The process emphasizes , standardized testing, and unidirectional transmission, aiming to adapt learners to existing social structures by inhibiting critical reflection and treating reality as static and unquestionable. Problem-posing education starkly diverges by rejecting this hierarchical, objectifying dynamic in favor of a dialogical process where teachers and students co-investigate real-world problems emerging from learners' lived experiences. Here, the teacher acts as a problem-poser and rather than an infallible , encouraging mutual inquiry that unveils reality's contradictions and fosters . Students transition from passive vessels to active subjects who generate through and , transforming into a liberatory practice oriented toward rather than mere adaptation. The following table summarizes core contrasts as articulated in Freire's :
AspectTraditional (Banking) ModelProblem-Posing Model
Knowledge NatureStatic deposits of facts; as given and unchanging.Dynamic, co-created through ; as problematic and subject to transformation.
Teacher RoleNarrator, depositor, and controller of content.Co-learner, problem-poser, and provocateur of critical thought.
Student RolePassive receptacle, inhibited from creativity or initiative.Active participant in unveiling and .
ProcessUnidirectional and ; suppressed.Bidirectional investigation of generative themes from students' contexts.
OutcomeDomestication and conformity to . via critical and humanization.
This opposition underscores Freire's critique that banking education dehumanizes by negating students' , whereas problem-posing affirms their capacity for reflective intervention in the world. Traditional models, prevalent in many institutional settings since the industrial era, prioritize efficiency in knowledge dissemination for societal roles, but Freire contends they perpetuate by discouraging challenges to structures. In contrast, problem-posing demands contextual relevance, drawing on learners' realities to generate themes for collective analysis, thereby inverting the power imbalance inherent in teacher-centered paradigms.

Historical Origins

Paulo Freire's Formulation

Paulo Freire first articulated the concept of problem-posing education in his book Pedagogy of the Oppressed, originally written between 1967 and 1968 and published in Spanish in Mexico in 1968 before appearing in English translation in 1970. In Chapter 2 of the work, Freire positioned it as a direct counter to what he termed the "banking concept" of education, wherein teachers deposit knowledge into passive student receptacles, thereby reinforcing oppression through domestication and mythologization of reality. Instead, problem-posing education emerges as a liberating praxis that affirms the humanity of both teachers and students, rejecting the teacher-student dichotomy in favor of mutual roles as teacher-students who co-investigate generative themes derived from learners' lived experiences. Central to Freire's formulation is the process of conscientização (conscientization), whereby participants develop critical perception of their , enabling them to intervene in it through reflective action, or . Problems are not predefined by educators but generated dialogically from the concrete conditions of , such as economic or cultural , prompting learners to unveil myths that sustain domination and to pose solutions collectively. This method demands profound love for the world and , fostering true over monologue, where knowledge is not a commodity but a creative act of naming and transforming the world. Freire emphasized that such cannot be neutral; it inherently challenges structures of power, aligning with his experiences in Brazilian literacy campaigns during the early 1960s, where he taught 300 workers to read in 45 days by linking to political . Freire's approach integrates theoretical reflection with practical application, insisting that problem-posing must culminate in to avoid intellectualism or verbalism. For instance, in cultural circles, participants engage in cycles of problem-posing, critical , solution-proposing, and planning, drawing from Marxist influences to prioritize of the oppressed over mere to existing conditions. This formulation, developed amid Brazil's social upheavals and Freire's subsequent exile following the military coup, underscores as a tool for humanization, where the oppressed, through self-liberation, become subjects rather than objects of history.

Intellectual Precursors

Paulo Freire's problem-posing education drew from dialectical traditions originating in Georg Wilhelm Friedrich Hegel's philosophy, where thesis-antithesis-synthesis processes informed the dynamic interplay of ideas central to Freire's dialogical method of problematizing reality. Hegel's emphasis on and historical as pathways to paralleled Freire's view of education as a transformative rather than static knowledge transmission. Karl Marx's materialist critique of ideology and provided a foundational lens for Freire's concept of conscientização (conscientization), wherein learners uncover oppressive structures through critical reflection on their lived conditions. Marx's , as applied to social relations, influenced Freire's rejection of "banking" education in favor of collaborative inquiry that reveals class-based distortions in perception and fosters revolutionary action. Existentialist thinker contributed to the humanistic core of problem-posing by stressing authentic and the rejection of , concepts Freire adapted to emphasize humanization as an ongoing struggle against dehumanizing forces. 's notion of freedom through committed engagement resonated in Freire's insistence that must enable learners to intervene in their world, transforming passive reception into active of . Martin Buber's dialogical philosophy, particularly the I-Thou relational encounter, prefigured the mutual subject-subject dynamic in problem-posing, where teachers and students engage as equals in authentic rather than hierarchical . Buber's critique of in human relations informed Freire's method of generating generative themes from participants' realities, promoting genuine reciprocity over instrumental interaction. Personalist thinkers like further shaped Freire's anthropological focus, blending Marxist social critique with an emphasis on communal personhood and ethical commitment, which underpinned the liberating potential of collective problem-solving in education. These precursors collectively enabled Freire to synthesize a oriented toward , though he critiqued and recontextualized them within Latin American experiences of .

Philosophical Underpinnings

Critical Consciousness and Liberation

, or conscientização in , refers to the process by which individuals develop an awareness of the social, political, and economic contradictions inherent in their lived realities, enabling them to perceive oppressive structures and act to transform them. Coined by in his 1968 work Education for Critical Consciousness, this concept posits that true understanding emerges not from passive reception of information but from critical reflection on generative themes derived from learners' experiences. In problem-posing education, is cultivated through dialogical encounters where teachers and students co-investigate these themes, challenging mythologies that sustain domination. Within the framework of problem-posing education, serves as the epistemological foundation, shifting from fragmented, decontextualized knowledge to a holistic apprehension of as a dynamic process of becoming. Freire argued that dehumanizes both oppressors and oppressed by limiting human to mere adaptation, whereas restores this by unveiling limit-situations—barriers imposed by historical conditions—and unveiling limit-acts, the creative responses that propel historical progress. This awareness is not merely intellectual but praxis-oriented, integrating reflection with transformative action to avoid the pitfalls of verbalism (empty talk) or (unreflective doing). Liberation, in Freire's philosophy, is inextricably linked to as the of , aiming at the humanization of all through the overthrow of dehumanizing structures. He envisioned liberation as a collective wherein the oppressed, having achieved , engage in sustained and action to remake the world, rejecting both naive optimism and fatalistic resignation. This process draws on a Marxist-influenced of humans as "beings of ," inherently oriented toward freedom and , yet constrained by dialectical conflicts between (oppressive reality) and (critical unveiling). Freire's emphasis on as an essential precondition for authentic underscores the ethical dimension, positing that genuine requires profound interpersonal commitment rather than coercive methods. However, this framework assumes a universal narrative of rooted in and dynamics, which scholarly critiques have questioned for overlooking cultural specificities and empirical variations in social causation.

Dialogical Humanism

Dialogical constitutes a core philosophical foundation of problem-posing education, positing that authentic human development—termed humanization—emerges through reciprocal rather than hierarchical imposition. In this framework, every individual possesses an ontological vocation to become more fully human, a process thwarted by that dehumanizes both the oppressed and oppressors by reducing people to objects of . serves as the mechanism for , fostering conscientização () wherein participants co-create by naming and transforming their reality through —integrated reflection and action. This contrasts sharply with traditional "banking" education, where knowledge is deposited unilaterally, perpetuating ; instead, dialogical demands horizontal relationships grounded in mutual respect and . True , as delineated by Freire, requires specific existential commitments to realize its humanistic potential: profound as an act of courage affirming others' humanity, humility to acknowledge shared incompleteness, faith in people's transformative capacity, hope as an ontological imperative against , and that perceives reality as dynamic process rather than static fact. Without these, interactions devolve into or division, undermining humanization; with them, becomes a practice of freedom enabling learners to investigate generative themes from their lived experiences, such as limit-situations that constrain agency, and enact limit-acts to surpass them. This approach draws partial influence from Buber's dialogical , particularly the I-Thou relation that emphasizes encounter over objectification, informing Freire's rejection of dominating teacher-student dynamics in favor of transformative relationality. Empirically, dialogical humanism prioritizes collective investigation over individualistic abstraction, aiming to awaken historical awareness and collective agency for social liberation. Freire argued that such education restores by empowering the oppressed to perceive themselves as subjects capable of changing oppressive structures, rather than passive recipients. Critics, however, note potential risks of romanticizing without rigorous empirical validation of outcomes, though Freire's theses remain rooted in observed dehumanizing effects of non-dialogical systems in contexts like Brazilian literacy campaigns he led in the .

Methodological Framework

Key Techniques and Processes

Problem-posing education employs a dialogic process where educators and learners collaboratively identify and analyze generative themes—key elements drawn from the learners' concrete social, cultural, and economic realities—to foster critical awareness. This begins with the educator immersing in the learners' context to elicit themes through observation, interviews, or initial discussions, as outlined in Paulo Freire's (1970), where he describes selecting themes that provoke reflection on contradictions in daily life, such as labor conditions or cultural myths. Once identified, these themes are abstracted into codifications, visual or narrative representations like drawings, photographs, or dramatizations that encapsulate the theme without resolving it, enabling learners to distance themselves for objective analysis. The core process then shifts to decodification, a where participants "read" the codification to uncover underlying ideologies, power dynamics, and historical contingencies, transforming passive reception into active inquiry. Freire emphasizes this as a "problem-posing" moment, where questions like "Why does this exist?" or "What actions can change it?" replace rote answers, promoting conscientização () through iterative cycles of reflection and action, or . In practice, sessions involve small groups investigating themes via surveys or field investigations, followed by synthesis into broader conceptual tools, such as linking local to systemic , ensuring relevance over abstract curricula. Techniques often incorporate thematic investigation cycles: (1) contextual immersion to map learners' universe of discourse; (2) theme selection via codification trials; (3) through in horizontal teacher-student exchanges; and (4) application via transformative projects, like community campaigns where learners teach peers. Empirical adaptations, such as in adult programs in during the 1960s, demonstrated learners generating their own texts from themes, achieving rates of 80-90% in short cycles by tying reading to real-world problem-solving, though depends on training. This contrasts with unidirectional lecturing by emphasizing , yet requires vigilant avoidance of educator imposition to prevent reverting to "banking" dynamics.

Role of Teacher and Student

In problem-posing education, as formulated by , the traditional hierarchical dichotomy between teacher and student is rejected in favor of a symbiotic relationship where both parties engage as co-learners and co-investigators. The educator acts not as an depositing but as a who, through , helps students critically analyze their lived realities to generate authentic understanding. This role involves posing generative themes—problems derived from students' social and cultural contexts—to stimulate reflection and action, thereby transforming (common opinion) into (critical ). Students, in turn, transition from passive recipients to active subjects who interrogate these themes, contributing their own experiences to the dialogical process and co-constructing relevance. This inversion empowers learners to name and challenge their world, fostering (conscientização) rather than mere adaptation to oppressive structures. Freire emphasized that true emerges only when students-teachers and teacher-students simultaneously reflect on and their within it, ensuring knowledge production is mutual and transformative. The teacher's responsibility includes relinquishing narrative authority to avoid , instead guiding without imposing solutions, while students assume for proposing and testing hypotheses rooted in their concrete conditions. This dynamic, detailed in Freire's 1970 work , prioritizes humility and openness, as the educator must learn from students' insights to avoid recolonizing their thought processes. Empirical applications, such as in programs Freire directed in during the , demonstrated this role shift enabling rapid skill acquisition through culturally resonant problem-solving.

Empirical Assessment

Evidence of Learning Outcomes

Empirical investigations into the learning outcomes of problem-posing education, as conceptualized by , remain limited, with most studies featuring small sample sizes, qualitative methods, or a focus on subjective measures like rather than standardized . A 2019 dissertation examining seven s in a setting found that a problem-posing approach increased reported and self-directed questioning, but the findings were based on qualitative observations without controls for variables or long-term retention metrics. Similarly, a 2024 comparative of banking and problem-posing models in virtual learning environments reported higher and self-assessments in the problem-posing group compared to traditional methods, though the sample was convenience-based and lacked randomized assignment. Some research suggests benefits in non-cognitive domains, such as and , but yields mixed or insignificant results for core academic outcomes. For instance, a 2020 quasi-experimental study on high school students implementing a problem-posing learning model found no significant improvement in learning achievement scores relative to conventional instruction, despite positive effects on student as measured by pre- and post-surveys. A 2024 systematic literature review of , which encompasses Freirean problem-posing elements, synthesized 25 studies and claimed positive associations with and ; however, the included works predominantly relied on self-reported data from ideologically aligned educational contexts, with few randomized controlled trials or objective performance indicators like standardized tests. Critics note that the scarcity of rigorous, large-scale —such as meta-analyses isolating causal effects—raises questions about the method's superiority over traditional pedagogies for foundational . Related approaches like , often conflated with problem-posing, show enhancements in problem-solving skills but occasionally lag in initial factual recall or exam performance, per broader reviews. This pattern aligns with observations that problem-posing prioritizes attitudinal shifts over measurable cognitive gains, potentially reflecting in studies from circles where outcomes like "conscientization" are valorized over quantifiable metrics. No comprehensive exists specifically validating Freirean problem-posing's broad efficacy across diverse populations or subjects as of 2025.

Methodological Critiques of Studies

Studies assessing the effectiveness of problem-posing education, inspired by Paulo Freire's framework, frequently rely on qualitative methods such as case studies and participant narratives, which limit generalizability and . These approaches often lack randomized controlled trials or comparison groups against traditional instruction, making it difficult to isolate the impact of problem-posing techniques from variables like instructor enthusiasm or student motivation. For instance, evaluations of Freirean programs in contexts like have been critiqued for failing to demonstrate sustained gains or societal transformation, with outcomes attributed more to political rhetoric than measurable skill acquisition. A common methodological weakness is the use of small, non-representative samples, often drawn from ideologically aligned groups, which introduces and undermines claims of broad applicability. Instruments for measuring outcomes, such as levels of "," are frequently unvalidated or subjective, relying on self-reported data without objective benchmarks for learning proficiency in core subjects like reading or mathematics. Critics, including educational theorist John Elias, note that Freire's own formulations and derivative studies provide scant empirical data or citations to sociological research, prioritizing theoretical assertions over falsifiable evidence. Furthermore, many studies exhibit , as researchers sympathetic to design interventions and interpret results through a lens of anticipated liberation, rarely accounting for null or negative findings. Longitudinal assessments are rare, with most focusing on short-term engagement rather than enduring academic or social outcomes, such as improved test scores or reduced inequality metrics. This pattern persists despite calls for more rigorous designs, highlighting a disconnect between for problem-posing methods and the evidentiary standards of .

Criticisms and Limitations

Ideological and Political Concerns

Critics of problem-posing education contend that its core methodology embeds Marxist ideology by framing all knowledge production through the lens of and , subordinating empirical learning to political conscientization aimed at dismantling capitalist structures. , drawing explicitly from Marxist dialectics, posits education not as neutral transmission of skills or facts but as a for liberating the oppressed from dominators, where students and teachers co-create "generative themes" to expose systemic injustices. This approach, outlined in Freire's 1968 work , risks transforming classrooms into arenas for ideological mobilization rather than objective inquiry, as it presupposes societal contradictions resolvable only through revolutionary struggle. Political concerns center on the potential for , where the dialogical process—intended to foster —imposes a dogmatic of perpetual , sidelining alternative perspectives or evidence-based discourse. Sol argues that Freire's oppressor-oppressed binary, inspired by Marx's , asserts unexamined "truths" about power dynamics without dialectical scrutiny, fostering intolerance toward views that emphasize individual responsibility or market-driven progress over collective upheaval. In practice, this has elevated Freire to near-iconic status in U.S. teacher-training programs since the English translation of his book, despite limited empirical validation of its outcomes, contributing to a politicized that critics link to broader left-leaning biases in faculties. Such embedding, per Stern, alienates students from education's focus on and ignorance acknowledgment, instead cultivating despair when proves illusory. Further ideological critiques highlight how problem-posing education conflates with , potentially manipulating participants under the of ; John Ohliger notes that conscientization techniques, influenced by internalization rituals, may enable teachers to steer toward predetermined conclusions, risking new forms of domination masked as liberation. This aligns with observations of Freire's of and Christian elements, which some scholars, like , view as ideological rituals that prioritize worldview imposition over genuine . In politically polarized contexts, adoption of these methods has raised alarms about eroding neutrality, as evidenced by their influence on curricula emphasizing over foundational literacy, with adoption rates in programs exceeding 80% in surveys of U.S. schools of education by the early .

Practical and Structural Shortcomings

Problem-posing education encounters significant practical challenges in implementation, primarily due to its demand for intensive facilitation and extended dialogical processes that exceed typical instructional timeframes. Teachers must possess advanced skills in eliciting student-generated problems and moderating discussions without imposing directives, yet many lack such , resulting in superficial engagements or reversion to traditional lecturing. For instance, in technical and vocational education and (TVET) contexts, educators report difficulties sustaining amid rigid schedules and large class sizes, often leading to incomplete coverage of prescribed content. Empirical assessments reveal limited gains in core academic outcomes, underscoring these practical hurdles. A 2020 study on problem-posing models in found no significant improvement in students' learning achievement, despite positive effects on , suggesting that the approach may prioritize attitudinal shifts over verifiable . In resource-limited environments, such as South African TVET institutions, implementation falters under neoliberal pressures emphasizing vocational competencies, where dialogical methods compete unsuccessfully with directive training for measurable skill development. Structurally, problem-posing conflicts with standardized curricula and systems that mandate sequenced content delivery and uniform assessments, rendering it incompatible with large-scale public education frameworks. These systems prioritize foundational transmission to ensure in measurable proficiency, whereas problem-posing's emphasis on emergent themes risks knowledge gaps, particularly for students entering with uneven prior preparation. Critics argue this misalignment perpetuates inefficiency, as the method assumes egalitarian but often amplifies influence in framing "problems," potentially embedding ideological biases under the guise of . In diverse institutional settings, scalability remains elusive; while feasible in small, voluntary adult literacy circles—Freire's original context—the approach struggles in compulsory K-12 environments with heterogeneous learner needs and administrative oversight. Logistical barriers, including inadequate and evaluation metrics favoring rote metrics over critical , further hinder adoption, with reports of failed pilots attributing outcomes to mismatched expectations rather than methodological flaws.

Applications and Adaptations

Classroom Examples

In Paulo Freire's original campaigns in during the early , culture circles served as the primary vehicle for problem-posing education, involving groups of 12 to 25 illiterate adults who engaged with codifications—such as drawings or skits depicting themes from their daily lives, including agrarian exploitation or urban labor conditions—to initiate . Participants collectively decoded these representations by describing scenes, posing questions about underlying causes (e.g., "Why does the landowner control the harvest?"), and generating related "existential" words like "plow" or "debt" to build skills while critiquing social structures; this process, documented in Freire's , aimed at 40-hour acquisition but relied on anecdotal reports rather than controlled trials. A documented K-12 occurred in a combined second- and third-grade in rural around 2014, where a teacher facilitated problem-posing around local revealed by a drive. Students first encountered first-person narratives from food shelf clients via an online collection, then collaboratively produced a mock radio broadcast reading selected passages to evoke and speculation on personal circumstances. Building on this, they created codifications including a of paper dolls with speech bubbles listing need factors (e.g., job loss, medical costs) and a bar graph contrasting a local family's $50,000 annual income against a corporate CEO's $26.5 million compensation, prompting calculations like how the latter could support 530 families and discussions of systemic wage gaps. The teacher acted as a co-learner, guiding but not directing inquiry, which culminated in students donating 20 heads of from a class garden to the food shelf, demonstrating through reflection and action. In a Ghanaian setting adapted for structured classroom use, freshmen in a mandatory entrepreneurship course applied problem-posing by identifying community issues through field visits, such as inefficiencies at the bustling in , then forming groups to research problems like bottlenecks and propose low-cost solutions via frameworks. Faculty integrated these into curricula across disciplines, with students presenting findings, receiving peer and instructor feedback, and sometimes interning with local partners to test ideas, fostering of economic realities while developing practical skills; this 2021 case study highlighted enhanced but noted challenges in scaling to larger classes without diluting dialogue. These examples illustrate problem-posing's emphasis on student-generated over teacher-led instruction, though implementations vary by context and often require adaptation to meet standardized testing demands, with limited large-scale empirical data on long-term efficacy beyond qualitative accounts.

Modern Variations and Extensions

In , problem-posing has evolved as an extension of Freirean principles, emphasizing students' generation of their own problems to enhance , deepen conceptual understanding, and connect abstract ideas to real-world contexts, distinct from traditional problem-solving. A 2014 study proposed technology tools, such as interactive software for posing and sharing problems, to integrate this approach in STEM classrooms, arguing it fosters motivational benefits by allowing learners to explore personally relevant scenarios rather than receiving predefined tasks. This variation has been empirically tested, with a 2024 of 32 studies finding that problem-posing interventions significantly improve mathematical competence, including problem-solving skills and , with effect sizes ranging from moderate to large (Hedges' g = 0.45–0.72). Such adaptations prioritize cognitive outcomes over Freire's original focus on socio-political conscientization, though they retain the dialogical element through peer critique of posed problems. Digital and virtual learning environments represent another modern extension, adapting problem-posing to platforms where asynchronous and tools enable collaborative knowledge construction amid remote constraints. A 2024 comparative study of banking and problem-posing models in virtual high school classrooms reported higher student engagement and scores in the latter, with problem-posing groups showing 25% greater participation in reflective discussions via tools like shared whiteboards. This builds on project-based integrations, as in a 2014 analysis where problem-posing within arts projects encouraged students to frame inquiries from lived experiences, yielding improved writing proficiency and , measured through pre-post rubrics. Critics note, however, that digital adaptations risk diluting Freire's emphasis on embodied, community-based due to screen-mediated interactions, potentially exacerbating access disparities. Extensions into specialized fields, such as English as a (EFL) for young learners, incorporate phased models drawing from Freire, including theme selection from cultural realities, codification via visuals, and decodification through group problematization, followed by skill application. A 2021 framework outlined five such phases, applied in EFL settings to boost , with classroom trials showing enhanced vocabulary retention (up to 30% improvement) via learner-generated problems tied to local issues. In STEM for gifted students, problem-posing supports interdisciplinary projects, as a 2024 study demonstrated its role in promoting individual mathematical within integrated engineering tasks, where students posed problems yielding novel solutions validated by expert review. These variations often blend Freire's liberatory intent with measurable skill-building, though empirical support remains stronger in cognitive domains than in achieving broader .

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