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Problem Solving

A comprehensive skill for recognizing problems in real situations, analyzing causes, developing and executing solutions, and verifying results.

Problem solving is an integrated skill that spans from recognizing the gap between the current state and a goal, through cause analysis, solution development, execution, and result verification. It starts with simple, well-defined problems and extends to complex situations involving multiple stakeholders and uncertain information. Analytical thinking is covered in depth by Critical Thinking, choosing among alternatives by Decision Making, and scoping the problem by Problem Definition. This guide focuses on the end-to-end process of structuring a problem and executing the solution.

🧠Thinking & Problem Solving
7 Levels
Published: Apr 1, 2026 · Updated: Apr 18, 2026 · v3

Levels

It starts with the sense that "something is wrong." You notice the current state doesn't match expectations and can express this in words. You follow step-by-step procedures from a guide or manual and use trial and error to check whether the problem is resolved. You can describe the problem and what you tried to others, but cause analysis or comparing alternatives is still beyond reach.

What Comes Next

If you've checked off most of this list, you're ready to enter the Step-by-Step Solver stage, tracing a problem's cause and tackling it systematically with checklists. This corresponds to O\*NET (U.S. DOL) Complex Problem Solving scale anchor point 28 (simple task resolution), and meeting the 'problem recognition' stage of NCS (Ministry of Employment and Labor) problem processing ability is the foundation for this transition.

References

U.S. Department of Labor / O*NETProficiency Scale

Provides quantitative level boundaries with 3 anchor points (28/57/85) on a 0-100 proficiency scale, spanning simple task preparation through mid-level optimization to large-scale strategic problem solving

O*NET Complex Problem Solving — Skills Scale (2.B.2.i)
OECD / NCES (U.S. Department of Education)government_data

Defines 5 proficiency levels (Below L1 through L4) of adaptive problem solving for adults, providing step-by-step cognitive behavior descriptors from simple static problems to complex problems in unstructured, information-dense environments

PIAAC Cycle 2 Adaptive Problem Solving Proficiency Levels
The International TRIZ Association (MATRIZ)Certification

Defines inventive problem solving proficiency with a 5-level certification (Level 1 basics through Level 5 Master contributing to methodology), providing concrete benchmarks for methodology usage levels in checklists

MATRIZ TRIZ Certification — Levels 1-5
한국산업인력공단 / 고용노동부Competency Framework

Systematizes problem solving competency through sub-structures of thinking ability (creative, logical, critical) and problem processing ability (recognition→alternative selection→application→evaluation), providing authoritative grounding for Korean-context occupational competency definitions

NCS 직업기초능력 — 문제해결능력

Related Guides

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Algorithmic Thinking
Breaking down problems into clear, sequential steps and recognizing patterns to find efficient solutions. A universal thinking skill for structuring any complex task into actionable procedures.
⚖️
Bias Recognition
Identifying and correcting cognitive biases hidden in your own and others' judgments, a meta-cognitive skill that is the starting point for better decision-making, from self-awareness to systemic debiasing.
✨
Creativity
Generating novel ideas by looking beyond established frameworks, reframing problems from fresh perspectives, and turning original concepts into tangible outcomes that create new value.
🔍
Critical Thinking
Evaluating information and claims via logical reasoning rather than accepting them at face value. Asking the right questions for sound conclusions.
📊
Data-Driven Decisions
The ability to systematically collect, analyze, and apply data to make informed decisions rather than relying on intuition or assumptions alone.
🧠
Decision Making
Analyzing information, comparing alternatives, and making optimal choices. Spans from everyday small judgments to strategic organizational decisions.
Guides
Thinking & Problem Solving