Data Insights Section  •  Hour 20 of 24

Two-Part Analysis (2PA)

Master the art of finding two answers that must both satisfy every constraint simultaneously โ€” math-based and verbal.

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What You'll Learn in This Hour

Core Concepts: Two-Part Analysis

The Golden Rule of 2PA

Every Two-Part Analysis question presents one scenario and asks you to select two answers from the same list โ€” one for each of two labeled columns. Both selections must jointly satisfy every stated constraint. Getting one right while ignoring the other earns zero credit.

The Two Flavors

Math-Based 2PA

  • โ€ข Two unknowns, one or more equations
  • โ€ข Optimization (maximize one, fix the other)
  • โ€ข Rate / work / mixture problems
  • โ€ข Plug both answers back in to verify

Verbal-Based 2PA

  • โ€ข Select premise + conclusion together
  • โ€ข Choose two compatible policy choices
  • โ€ข Identify two argument components
  • โ€ข Both must be logically consistent

The 4-Step 2PA Strategy

1
Read the columns first. Know exactly what each column is asking before reading answer choices.
2
List all constraints. Underline every condition in the question. Missing one constraint is the most common error.
3
Solve for one, then lock in the other. Often fixing one variable lets you calculate the required second value directly.
4
Verify the pair together. Plug both answers back into every constraint before moving on.

Anatomy of a 2PA Answer Grid

The highlighted cells show a valid answer pair. Only one cell per column can be selected.

Two-Part Analysis Answer Grid Answer Choice First Component Second Component Select one value (x) Select one value (y) A    20 20 20 โœ“ Selected B    35 35 35 C    55 55 โœ“ Selected 55 D    60 60 60 E    75 75 75 Constraint: x + y = 75  |  x โ‰ค 60  |  y โ‰ค 60 Answer pair (C, A) = (55, 20) โ€” sum = 75 โœ“, both โ‰ค 60 โœ“

Each column gets exactly one selection. The pair (C, A) is the only valid combination here.

Worked Examples โ€” Fully Solved

Example 1 โ€” Math-Based: System of Equations

Question:

A company sells two products, X and Y. Product X generates $3 profit per unit and Product Y generates $5 profit per unit. In a given week, the company sold a combined total of 100 units and earned a total profit of $420. In the table below, select the number of units sold for Product X and the number of units sold for Product Y that are consistent with the given information.

Step-by-Step Solution:

Step 1 โ€” Define variables: Let x = units of Product X, y = units of Product Y.

Step 2 โ€” Write equations:

x + y = 100   (total units)
3x + 5y = 420  (total profit)

Step 3 โ€” Solve the system: From equation 1: x = 100 - y. Substitute:

3(100 - y) + 5y = 420
300 - 3y + 5y = 420
2y = 120 โ†’ y = 60
x = 100 - 60 = 40

Step 4 โ€” Verify: 40 + 60 = 100 โœ“   3(40) + 5(60) = 120 + 300 = 420 โœ“

Answer: First Component (X) = 40 units, Second Component (Y) = 60 units
Example 2 โ€” Math-Based: Optimization

Question:

Maya has a budget of $200. She wants to buy notebooks (each costs $8) and pens (each costs $3). She must buy at least 10 notebooks. She wants to maximize the number of pens she can buy. In the table, select the number of notebooks and the number of pens that are consistent with Maya buying as many pens as possible while satisfying all constraints.

Step-by-Step Solution:

Step 1 โ€” Constraints: 8n + 3p โ‰ค 200, n โ‰ฅ 10, n and p are whole numbers.

Step 2 โ€” Optimization direction: Maximize p โ†’ minimize spending on notebooks โ†’ buy exactly the minimum: n = 10.

Step 3 โ€” Calculate:

8(10) + 3p โ‰ค 200
80 + 3p โ‰ค 200
3p โ‰ค 120
p โ‰ค 40 โ†’ p = 40 (maximum whole number)

Step 4 โ€” Verify: 8(10) + 3(40) = 80 + 120 = 200 โ‰ค 200 โœ“, n = 10 โ‰ฅ 10 โœ“

Answer: Notebooks (First) = 10, Pens (Second) = 40
Example 3 โ€” Verbal-Based: Argument Components

Question:

City planners argue that extending bus routes into suburban neighborhoods will reduce downtown traffic congestion. They also cite that fuel subsidies for public transit operators will lower ticket prices and thereby increase ridership. In the table, identify which statement serves as the main conclusion of the argument and which serves as an intermediate conclusion (a claim that is both supported by evidence and supports the main conclusion).

  • (A) Fuel subsidies are currently insufficient.
  • (B) Lower ticket prices will increase ridership.
  • (C) Extending bus routes will reduce downtown traffic.
  • (D) Suburban commuters prefer buses over private cars.
  • (E) City planners have access to accurate traffic data.

Step-by-Step Solution:

Step 1 โ€” Identify the overall conclusion: What is the argument ultimately trying to show? "Extending bus routes will reduce downtown traffic" โ€” this is (C). It is the final destination of the reasoning.

Step 2 โ€” Find the intermediate conclusion: An intermediate conclusion is supported by evidence AND supports the main conclusion. "Lower ticket prices will increase ridership" (B) is supported by the fuel subsidies premise AND feeds into the main conclusion (more riders โ†’ less private car use โ†’ less congestion).

Step 3 โ€” Eliminate wrong options: (A) is not stated, (D) is an unsupported assumption, (E) is irrelevant.

Step 4 โ€” Verify the logical chain: Subsidies โ†’ lower prices โ†’ higher ridership (B, intermediate) โ†’ less congestion (C, main conclusion). Both are logically compatible. โœ“

Answer: Main Conclusion = C, Intermediate Conclusion = B

GMAT Traps to Avoid in 2PA

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Trap 1: The Partial Solution

Never select just one answer and move on. Both columns must be filled. The GMAT scores 2PA as all-or-nothing โ€” partial credit does not exist. A correct answer in column 1 with a wrong answer in column 2 earns zero points.

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Trap 2: Forgetting a Constraint

Questions often have 2-3 constraints. A common trap is that one answer pair satisfies the primary equation but violates a secondary condition (e.g., "neither value may exceed 60"). Always re-read every constraint after finding a candidate pair.

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Trap 3: Logically Incompatible Verbal Pairs

In verbal 2PA, two answer choices may each look attractive individually but contradict each other when paired. Always check that the two selected statements can coexist within a single logical framework or argument structure.

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Trap 4: Confusing "Maximize" with "Any valid" solution

Some math 2PA questions ask for the pair that maximizes or minimizes something โ€” not just any pair that satisfies constraints. Look for the word "greatest," "most," "fewest," or "least" and optimize accordingly.

Practice Questions

8 GMAT-style questions โ€” 4 math-based, 4 verbal-based. Reveal the answer and full explanation after attempting each.

Question 1 โ€” Math (System of Equations) Math-Based

A farmer grows apples and oranges. Apples sell for $2 each and oranges sell for $3 each. The farmer sold 80 fruits total and earned $195. In the table, select the number of apples sold and the number of oranges sold.

First Component (Apples)

(A) 25

(B) 35

(C) 45

(D) 55

(E) 65

Second Component (Oranges)

(A) 25

(B) 35

(C) 45

(D) 55

(E) 65

Show Answer & Explanation

Answer: Apples = 45 (C), Oranges = 35 (B)

Setup: a + o = 80 and 2a + 3o = 195.

Solve: From equation 1: a = 80 - o. Substitute: 2(80-o) + 3o = 195 โ†’ 160 - 2o + 3o = 195 โ†’ o = 35.

Then a = 80 - 35 = 45.

Verify: 45 + 35 = 80 โœ“ | 2(45) + 3(35) = 90 + 105 = 195 โœ“

Question 2 โ€” Math (Optimization) Math-Based

A shipping container holds at most 500 kg. Small boxes weigh 4 kg each and large boxes weigh 12 kg each. There must be at least 20 small boxes. What combination maximizes the number of large boxes while meeting all constraints?

First Component (Small boxes)

(A) 20

(B) 25

(C) 30

(D) 40

(E) 50

Second Component (Large boxes)

(A) 32

(B) 33

(C) 34

(D) 35

(E) 36

Show Answer & Explanation

Answer: Small boxes = 20 (A), Large boxes = 35 (D)

Logic: To maximize large boxes, minimize weight used by small boxes. Set small boxes to minimum: 20.

Calculation: Weight used by small boxes = 4 ร— 20 = 80 kg. Remaining = 500 - 80 = 420 kg. Large boxes = 420 รท 12 = 35 (whole number, since 12 ร— 35 = 420).

Verify: 4(20) + 12(35) = 80 + 420 = 500 โ‰ค 500 โœ“ | small boxes = 20 โ‰ฅ 20 โœ“

Question 3 โ€” Math (Rate & Work) Math-Based

Machine A produces 6 widgets per hour and Machine B produces 9 widgets per hour. Together, they need to produce exactly 108 widgets. Machine A runs for h hours and Machine B runs for k hours, where h and k are positive integers and h is at least twice as long as k. Select a value of h and a value of k consistent with these conditions.

First Component (h โ€” hours for A)

(A) 3

(B) 6

(C) 9

(D) 12

(E) 15

Second Component (k โ€” hours for B)

(A) 2

(B) 4

(C) 6

(D) 8

(E) 10

Show Answer & Explanation

Answer: h = 9 (C), k = 4 (B)

Equation: 6h + 9k = 108 โ†’ 2h + 3k = 36, with h โ‰ฅ 2k.

Test h = 9: 2(9) + 3k = 36 โ†’ 18 + 3k = 36 โ†’ k = 6. But h โ‰ฅ 2k โ†’ 9 โ‰ฅ 12? No. โœ—

Test h = 9, k = 4: 6(9) + 9(4) = 54 + 36 = 90 โ‰  108. Rethink.

Systematic search: 2h + 3k = 36 and h โ‰ฅ 2k. Try k = 4: 2h = 36 - 12 = 24 โ†’ h = 12. Check: h โ‰ฅ 2k โ†’ 12 โ‰ฅ 8 โœ“. Verify: 6(12) + 9(4) = 72 + 36 = 108 โœ“

Corrected Answer: h = 12 (D), k = 4 (B)

Question 4 โ€” Math (Mixture Problem) Math-Based

A chemist mixes Solution A (30% acid) and Solution B (70% acid) to create 200 mL of a 46% acid solution. In the table, select the volume of Solution A and the volume of Solution B used.

First Component (Solution A, mL)

(A) 60

(B) 80

(C) 100

(D) 120

(E) 140

Second Component (Solution B, mL)

(A) 60

(B) 80

(C) 100

(D) 120

(E) 140

Show Answer & Explanation

Answer: Solution A = 120 mL (D), Solution B = 80 mL (B)

Equations: a + b = 200 and 0.30a + 0.70b = 0.46 ร— 200 = 92.

Solve: a = 200 - b. Substitute: 0.30(200-b) + 0.70b = 92 โ†’ 60 - 0.30b + 0.70b = 92 โ†’ 0.40b = 32 โ†’ b = 80.

Then a = 200 - 80 = 120.

Verify: 0.30(120) + 0.70(80) = 36 + 56 = 92 = 46% of 200 โœ“

Question 5 โ€” Verbal (Argument Structure) Verbal-Based

A nutrition researcher concludes that reducing sugar intake will improve public health outcomes nationwide. She bases this on evidence that excessive sugar consumption raises the risk of type 2 diabetes. Increased rates of type 2 diabetes in turn drive up national healthcare costs. Select the statement that serves as the main conclusion and the statement that serves as a supporting premise.

First Component (Main Conclusion)

(A) Healthcare costs are rising nationally.

(B) Sugar consumption causes diabetes.

(C) Reducing sugar will improve public health.

(D) Governments should tax sugary drinks.

(E) Type 2 diabetes is the leading disease.

Second Component (Supporting Premise)

(A) Healthcare costs are rising nationally.

(B) Sugar consumption causes diabetes.

(C) Reducing sugar will improve public health.

(D) Governments should tax sugary drinks.

(E) Type 2 diabetes is the leading disease.

Show Answer & Explanation

Answer: Main Conclusion = C, Supporting Premise = B

Main conclusion (C): "Reducing sugar will improve public health" is the ultimate claim the researcher is making. Everything else supports this.

Supporting premise (B): "Sugar consumption causes diabetes" is directly cited as evidence in the argument. It is not derived from other premises โ€” it is stated as a foundational fact.

Why not A? Rising healthcare costs is an effect of diabetes, a premise component, not the main point. Why not D or E? Neither appears in the passage โ€” they are outside the scope.

Question 6 โ€” Verbal (Compatible Policy Selections) Verbal-Based

A city council must select one revenue-raising measure and one cost-cutting measure to balance a $5 million budget deficit. The measures must be mutually compatible โ€” no combination may disproportionately harm low-income residents. Select one revenue measure and one cost-cutting measure that together can balance the deficit without violating the equity constraint.

First Component (Revenue Measure)

(A) Raise property taxes on homes above $1M

(B) Increase sales tax on all groceries by 5%

(C) Add a luxury hotel surcharge

(D) Reduce earned income tax credits

(E) Tax public transit riders per trip

Second Component (Cost-Cutting Measure)

(A) Cut subsidized housing maintenance budgets

(B) Reduce park maintenance staff

(C) Eliminate free after-school programs

(D) Reduce executive department travel budgets

(E) Close neighborhood health clinics

Show Answer & Explanation

Answer: Revenue = C (luxury hotel surcharge), Cost-Cutting = D (reduce executive travel)

Revenue side: Options B, D, and E disproportionately burden low-income residents (grocery taxes, reduced tax credits, transit taxes). Option A targets high-value properties โ€” acceptable. Option C (luxury hotel surcharge) targets wealthy visitors โ€” clearly does not harm low-income residents. Best choice: C.

Cost-cutting side: Options A, C, and E directly remove services used primarily by low-income residents. Option B (parks) affects everyone. Option D (executive travel) falls on upper-level staff โ€” compatible with the equity constraint.

Compatibility check: C + D together raise revenue from wealthy sources and cut spending from administrative overheads, satisfying the equity constraint. โœ“

Question 7 โ€” Verbal (Strengthen Two Claims) Verbal-Based

A pharmaceutical company claims that Drug X reduces cholesterol AND has minimal side effects. A critic argues both claims are exaggerated. In the table, select one finding that most strengthens the cholesterol reduction claim and one finding that most strengthens the minimal side effects claim. Both findings should come from the same independent clinical trial.

First Component (Strengthens cholesterol claim)

(A) Trial lasted only 2 weeks

(B) LDL levels dropped 22% in 90% of patients

(C) Patients also changed their diets

(D) Trial included only young adults

(E) HDL levels increased by 3%

Second Component (Strengthens side effects claim)

(A) 2% of patients reported mild headaches

(B) 45% of patients reported nausea

(C) Drug required daily injections

(D) Trial was funded by the company

(E) 30% dropped out due to side effects

Show Answer & Explanation

Answer: Cholesterol = B, Side Effects = A

Cholesterol (B): "LDL dropped 22% in 90% of patients" is a strong, specific, quantified finding. Options A, C, D weaken the claim (short trial, confounding diet changes, non-representative sample). Option E (HDL up 3%) is weak evidence.

Side effects (A): "2% reported mild headaches" directly supports the minimal side effects claim โ€” low incidence and minor severity. Options B and E show high rates, contradicting the claim. C and D are irrelevant to whether side effects occurred.

Compatibility: Both findings can come from the same trial and mutually reinforce the company's dual claims. โœ“

Question 8 โ€” Verbal (Assumption Pairs) Verbal-Based

An economist argues: "Countries that adopt free trade agreements will experience GDP growth AND a rise in average wages." The argument relies on two unstated assumptions โ€” one about trade's effect on output and one about trade's effect on workers. In the table, select the assumption underlying the GDP growth claim and the assumption underlying the average wages claim.

First Component (GDP assumption)

(A) Free trade eliminates budget deficits

(B) Export growth from trade will outpace any import-related job losses in value terms

(C) All trading partners have equal tariffs

(D) Currency exchange rates remain stable

(E) GDP is measured the same way in all countries

Second Component (Wages assumption)

(A) Workers in export industries earn higher wages than those displaced from import-competing sectors

(B) All workers have university degrees

(C) Wages are set by government decree

(D) Inflation will remain below 2% annually

(E) Labor unions will negotiate new contracts

Show Answer & Explanation

Answer: GDP assumption = B, Wages assumption = A

GDP (B): For free trade to grow GDP, the gains from increased exports must exceed losses from industries hurt by cheaper imports. This is the bridging assumption between "free trade" and "GDP growth." Options A, C, D, E are either irrelevant or about external conditions, not core trade economics.

Wages (A): Average wages rise only if the new jobs created (in export industries) pay more than the jobs lost (in sectors unable to compete with imports). Without this assumption, free trade could lower average wages even while growing GDP. Options B-E are either extreme, irrelevant, or address policy/inflation, not wage structure.

Compatibility: Both assumptions operate in the same economic framework โ€” they are independent and jointly support the argument. โœ“

2PA_quick_reference.md

# TWO-PART ANALYSIS โ€” QUICK REFERENCE

## Structure

- One question stem, one shared answer list

- Select ONE answer per column (two columns total)

- Both must jointly satisfy ALL stated constraints

- Scored all-or-nothing (no partial credit)

## Math 2PA Formulas

- System:   a + b = Total  &  c*a + d*b = Total_value

- Mixture:   p1*V1 + p2*V2 = p_target*(V1+V2)

- Optimize: fix one var at constraint bound, solve other

- Verify:   substitute BOTH values into ALL equations

## Verbal 2PA Rules

- Main conclusion: NOT supported by anything in the passage

- Premise: supports conclusion, not derived from it

- Intermediate: supported by evidence AND supports main conclusion

- Assumption: unstated link required for argument to hold

- Compatible pair: both selections must coexist logically

## Top 4 Traps

- Partial solution (filling only one column)

- Missed constraint (satisfied equation 1, not equation 2)

- Incompatible verbal pair (each looks right alone, not together)

- Confusing "valid" with "optimal" (re-read for maximize/minimize)

## Time Strategy

- Budget: ~2.5 min per 2PA question (4 per exam section)

- Read columns first (10 sec), list constraints (15 sec)

- Solve (90 sec), verify pair (15 sec), move on

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