Full practice tests and strategies

SAT Math Full Practice Test, Intermediate Level

An original intermediate SAT Math practice test of 44 questions in two blocks. Every question is written out with its answer, a worked solution and a link to its explanation in the video.

This page goes with a video that works through a full SAT Math practice test at intermediate level. The test has 4444 questions in two blocks of 2222. Fifteen questions are algebra, fifteen are advanced math, seven are problem solving and data analysis, and seven are geometry and trigonometry, and each block mixes all four areas. Thirty-three questions are multiple choice with four options, and eleven are student-produced responses, where you enter your own answer.

The questions are original practice written in the style of the digital SAT. They are not an official test, so the result is a count of correct answers, not a score on the SAT scale. In the video each question is read in full with its choices, there is a pause for your own attempt, and then the solution is explained step by step. The explanations work every question by hand, without the graphing calculator.

Below, every question is written out with its choices. Try each one on paper first. Then open the answer to check your work, or jump to the moment in the video where it is explained. Each question also links to the lesson of this course that teaches its method.

How to use this test

  1. Work through one block at a time. A block has 2222 questions, the same number as a module of the digital SAT, so allowing 3535 minutes per block gives you practice with pacing.
  2. Write down your answer to every question before you open anything. For a student-produced response, write the exact value you would enter.
  3. Open “Show the answer” for each question and mark every miss.
  4. For each miss, watch the explained answer in the video and note the cause, such as a gap in a concept, a misread question, a computation slip or a slow method.
  5. Review the linked lessons for the topics where your misses collect.

Block 1

Question 1

Algebra, multiple choice

A tank initially contains 1818 liters of water. Water is added at a constant rate of 44 liters per minute, and no water leaves the tank. How many minutes after filling begins will the tank contain 6666 liters?

(A) 1212 (B) 16.516.5 (C) 2121 (D) 4848

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Learn the method in Turning Word Problems into Equations.

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The answer is (A), 1212 minutes.

  1. Let tt be the number of minutes after filling begins. The tank starts with 1818 liters and gains 44 liters each minute, so the volume is V=18+4tV = 18 + 4t.
  2. Set the volume equal to the target, 18+4t=6618 + 4t = 66, so 4t=484t = 48.
  3. Dividing by 44 gives t=484=12t = \frac{48}{4} = 12 minutes.
  4. Check that 18+4(12)=6618 + 4(12) = 66.

Choice (B), 16.516.5, is 664\frac{66}{4}, which ignores the 1818 liters already in the tank and treats all the water as added during these minutes. Choice (C), 2121, is 66+184\frac{66 + 18}{4}, which adds the starting volume instead of subtracting it. Choice (D), 4848, is 66−1866 - 18, the number of liters added, which is a volume and not a time.

Question 2

Problem-Solving and Data Analysis, multiple choice

Machine A prints 540540 labels in 99 minutes at a constant rate. Machine B prints one label every 0.80.8 second at a constant rate. How many more labels per minute does machine B print than machine A?

(A) 1.251.25 (B) 1515 (C) 6060 (D) 7575

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Learn the method in Units, Rates and Conversions.

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The answer is (B), 1515 labels per minute.

  1. Machine A prints 5409=60\frac{540}{9} = 60 labels per minute.
  2. Machine B prints one label every 0.80.8 second, so in the 6060 seconds of a minute it prints 600.8=75\frac{60}{0.8} = 75 labels.
  3. The difference is 75−60=1575 - 60 = 15 labels per minute.
  4. Check that 75(0.8)=6075(0.8) = 60 seconds and 60(9)=54060(9) = 540 labels.

Choice (A), 1.251.25, is 10.8\frac{1}{0.8}, machine B’s rate in labels per second. That rate is valid, but it still needs converting to labels per minute, and the question asks for a difference. Choice (C), 6060, is machine A’s rate alone, and choice (D), 7575, is machine B’s rate alone.

Question 3

Algebra, multiple choice

The functions ff and gg are defined by f(x)=3x+7f(x) = 3x + 7 and g(x)=5x−5g(x) = 5x - 5 for all real xx. A real number tt satisfies g(t)=f(t)+6g(t) = f(t) + 6. What is f(t)f(t)?

(A) 99 (B) 2525 (C) 3434 (D) 4040

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Learn the method in Coordinates, Functions and Graphs.

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The answer is (C), 3434.

  1. The condition compares the outputs at the same input, so 5t−5=(3t+7)+65t - 5 = (3t + 7) + 6.
  2. Combine the constants on the right to get 5t−5=3t+135t - 5 = 3t + 13.
  3. Subtract 3t3t and add 55 on both sides, which gives 2t=182t = 18, so t=9t = 9.
  4. The question asks for the output f(t)f(t), so compute f(9)=3(9)+7=34f(9) = 3(9) + 7 = 34.
  5. Check that g(9)=5(9)−5=40g(9) = 5(9) - 5 = 40 and 40=34+640 = 34 + 6, so the six-unit difference holds.

Choice (A), 99, is the input tt, while the question asks for the output f(t)f(t). Choice (B), 2525, comes from setting g(t)=f(t)g(t) = f(t), which gives t=6t = 6 and f(6)=25f(6) = 25 and leaves out the stated difference of 66. Choice (D), 4040, is g(9)g(9), the output of the other function.

Question 4

Advanced Math, student-produced response

For all real xx, (x−2)(3x+4)+(x−2)(x−5)=4x2+kx+2(x-2)(3x+4) + (x-2)(x-5) = 4x^2 + kx + 2. What is the value of kk?

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Learn the method in Expanding and Combining Polynomials.

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The answer is −9-9.

  1. Both products share the factor x−2x - 2, so the left side is (x−2)[(3x+4)+(x−5)](x-2)\big[(3x+4) + (x-5)\big].
  2. Combining inside the brackets gives (x−2)(4x−1)(x-2)(4x-1).
  3. Expanding gives 4x2−x−8x+2=4x2−9x+24x^2 - x - 8x + 2 = 4x^2 - 9x + 2, so k=−9k = -9.
  4. As a check, expanding the original products gives (3x2−2x−8)+(x2−7x+10)=4x2−9x+2(3x^2 - 2x - 8) + (x^2 - 7x + 10) = 4x^2 - 9x + 2.

A common factor of a sum can be factored out, but it cannot simply be erased. Keeping it is what produces both the −8x-8x term and the constant 22. Enter −9-9.

Question 5

Geometry and Trigonometry, multiple choice

In triangle ABCABC, angle ABC=68∘ABC = 68^\circ. Line CDCD is parallel to ABAB, and DD and BB lie on opposite sides of line ACAC. Angle DCA=52∘DCA = 52^\circ. What is angle ACBACB, in degrees?

(A) 5252 (B) 6868 (C) 120120 (D) 6060

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The answer is (D), 6060 degrees.

  1. Since CDCD is parallel to ABAB and DD and BB lie on opposite sides of line ACAC, angles DCADCA and CABCAB are alternate interior angles, so angle CAB=52∘CAB = 52^\circ.
  2. The angles of triangle ABCABC add to 180∘180^\circ, so 52+68+∠ACB=18052 + 68 + \angle ACB = 180.
  3. Hence angle ACB=180−120=60∘ACB = 180 - 120 = 60^\circ.
  4. Check that 52+60+68=18052 + 60 + 68 = 180.

The transfer of the 52∘52^\circ angle rests on the stated parallel lines, not on how a drawing looks. Choice (A), 5252, repeats the transferred angle at AA. Choice (B), 6868, repeats the given angle at BB. Choice (C), 120120, is the sum 52+6852 + 68 of the two known angles, without subtracting it from 180180.

Question 6

Advanced Math, multiple choice

A function is defined by F(x)=abxF(x) = ab^x, where a>0a > 0 and b>0b > 0. If F(2)=27F(2) = 27 and F(4)=75F(4) = 75, what is F(3)F(3)?

(A) 259\frac{25}{9} (B) 4545 (C) 5151 (D) 20252025

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The answer is (B), 4545.

  1. Let u=F(3)u = F(3). Since aa and bb are positive, uu is positive.
  2. Each step from input 22 to 33 and from 33 to 44 multiplies the output by the same bb, so u27=75u\frac{u}{27} = \frac{75}{u}.
  3. Multiplying by the nonzero quantity 27u27u gives u2=27×75=2025u^2 = 27 \times 75 = 2025.
  4. The positive square root gives u=45u = 45. The negative root is excluded because the exponential model is positive.
  5. Check the successive ratios, 4527=53\frac{45}{27} = \frac{5}{3} and 7545=53\frac{75}{45} = \frac{5}{3}.

Choice (A), 259\frac{25}{9}, is F(4)F(2)\frac{F(4)}{F(2)}, the multiplier across two input units rather than the middle output. Choice (C), 5151, is 27+752\frac{27 + 75}{2}, the arithmetic midpoint, which fits a constant additive change. Choice (D), 20252025, is u2u^2, before taking the positive square root.

Question 7

Algebra, multiple choice

An empty rack has a mass of 66 kilograms. Each filled jug placed on the rack has a mass of 2.42.4 kilograms. The combined mass of the rack and its jugs must be at most 4444 kilograms. What is the greatest number of filled jugs that can be placed on the rack?

(A) 1414 (B) 1515 (C) 1616 (D) 1818

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Learn the method in Solving Linear Inequalities.

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The answer is (B), 1515 jugs.

  1. With nn filled jugs, where nn is a nonnegative whole number, the mass condition is 6+2.4n≤446 + 2.4n \le 44.
  2. Subtracting 66 gives 2.4n≤382.4n \le 38, so n≤956n \le \frac{95}{6}, which is 155615\frac{5}{6}.
  3. The greatest whole number that satisfies this is n=15n = 15.
  4. Check that 6+2.4(15)=42≤446 + 2.4(15) = 42 \le 44, while 6+2.4(16)=44.4>446 + 2.4(16) = 44.4 > 44.

Choice (A), 1414, works but is not the greatest allowed count. Choice (C), 1616, comes from rounding 155615\frac{5}{6} to the nearest whole number, which breaks the mass condition. Choice (D), 1818, rounds 442.4\frac{44}{2.4} down and ignores the mass of the rack itself.

Question 8

Algebra, student-produced response

The equation 3(x−k)=2x+113(x-k) = 2x + 11 has x=−4x = -4 as a solution. What is the value of kk?

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Learn the method in Solving Linear Equations.

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The answer is −5-5.

  1. Substitute x=−4x = -4, which gives 3((−4)−k)=2(−4)+113\big((-4) - k\big) = 2(-4) + 11.
  2. The right side is 33, so 3(−4−k)=33(-4 - k) = 3 and −4−k=1-4 - k = 1.
  3. Then −k=5-k = 5, so k=−5k = -5.
  4. Check that 3((−4)−(−5))=3=2(−4)+113\big((-4) - (-5)\big) = 3 = 2(-4) + 11.

In the check, the second minus sign comes from the value of kk, while the first belongs to the original subtraction. Keeping both visible prevents a sign change from being lost. Enter −5-5.

Question 9

Advanced Math, multiple choice

The function hh is defined by h(x)=2x2−12x+11h(x) = 2x^2 - 12x + 11 for all real xx. What is the minimum value of h(x)h(x)?

(A) 1111 (B) 33 (C) −7-7 (D) −18-18

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The answer is (C), −7-7.

  1. Factor 22 from the xx terms, h(x)=2(x2−6x)+11h(x) = 2(x^2 - 6x) + 11.
  2. Complete the square, h(x)=2[(x−3)2−9]+11h(x) = 2\big[(x-3)^2 - 9\big] + 11.
  3. Simplify to h(x)=2(x−3)2−7h(x) = 2(x-3)^2 - 7.
  4. A square is never negative, so h(x)≥−7h(x) \ge -7, with equality at x=3x = 3.
  5. Check that h(3)=2(3)2−12(3)+11=−7h(3) = 2(3)^2 - 12(3) + 11 = -7.

Choice (A), 1111, is h(0)h(0), the yy-intercept. Choice (B), 33, is the input at the vertex, not its output. Choice (D), −18-18, is the adjustment from completing the square, before adding 1111.

Question 10

Problem-Solving and Data Analysis, multiple choice

Six test pieces have a mean mass of 5252 grams. Two more test pieces are added, and the mean mass of all eight pieces is 5555 grams. One of the two added pieces has mass 6262 grams. What is the mass, in grams, of the other added piece?

(A) 4848 (B) 5151 (C) 6464 (D) 6666

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The answer is (D), 6666 grams.

  1. A mean multiplied by the number of observations gives the total. The original total is 6×52=3126 \times 52 = 312 grams.
  2. The new total is 8×55=4408 \times 55 = 440 grams.
  3. The two added masses total 440−312=128440 - 312 = 128 grams.
  4. Subtract the known added mass, 128−62=66128 - 62 = 66 grams.
  5. Check that 312+62+668=55\frac{312 + 62 + 66}{8} = 55. No assumption about equal original masses is needed.

Choice (A), 4848, solves 62+x2=55\frac{62 + x}{2} = 55, which wrongly gives the mean of all eight pieces to the two added pieces. Choice (B), 5151, solves 52+62+x3=55\frac{52 + 62 + x}{3} = 55, which treats the mean of six pieces as one observation. Choice (C), 6464, is 1282\frac{128}{2}, the mean of the two added pieces, not the mass of the other piece.

Question 11

Advanced Math, multiple choice

Which description is equivalent to the expression x2−x−12x−4\dfrac{x^2 - x - 12}{x - 4}, with exactly the same real domain?

(A) x+3x + 3, for all real xx (B) x−3x - 3, with x≠4x \ne 4 (C) x+3x + 3, with x≠−3x \ne -3 (D) x+3x + 3, with x≠4x \ne 4

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The answer is (D), x+3x + 3 with x≠4x \ne 4.

  1. The original expression is defined only when x≠4x \ne 4, since the denominator is zero at x=4x = 4.
  2. Factor the numerator, x2−x−12=(x−4)(x+3)x^2 - x - 12 = (x-4)(x+3).
  3. For x≠4x \ne 4, the factor cancels and (x−4)(x+3)x−4=x+3\frac{(x-4)(x+3)}{x-4} = x + 3.
  4. The graph is the line y=x+3y = x + 3 with a hole at (4,7)(4, 7).
  5. Check at x=2x = 2, where the original gives −10−2=5=2+3\frac{-10}{-2} = 5 = 2 + 3. At x=−3x = -3 the original gives 0−7=0\frac{0}{-7} = 0, so −3-3 stays in the domain.

Choice (A) extends the domain to x=4x = 4, where the original denominator is zero. Choice (B) has the wrong sign in the remaining factor. Choice (C) excludes a zero of the numerator instead of the zero of the denominator, and wrongly includes 44.

Question 12

Algebra, student-produced response

A line passes through the points (−2,9)(-2, 9) and (4,−3)(4, -3). A point (a,b)(a, b) lies on this line and satisfies b=3ab = 3a. What is a+ba + b?

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Learn the method in Systems of Equations by Graphs and Substitution.

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The answer is 44.

  1. The slope of the line is −3−94−(−2)=−126=−2\frac{-3 - 9}{4 - (-2)} = \frac{-12}{6} = -2.
  2. Write y=−2x+cy = -2x + c and substitute (−2,9)(-2, 9), which gives 9=−2(−2)+c9 = -2(-2) + c, so c=5c = 5.
  3. Because (a,b)(a, b) lies on the line, b=−2a+5b = -2a + 5. Combine this with b=3ab = 3a.
  4. Setting 3a=−2a+53a = -2a + 5 gives 5a=55a = 5 and a=1a = 1. Then b=3b = 3.
  5. The requested sum is a+b=1+3=4a + b = 1 + 3 = 4. The point (1,3)(1, 3) satisfies both equations, since 3=−2(1)+53 = -2(1) + 5 and 3=3(1)3 = 3(1).

Question 13

Geometry and Trigonometry, multiple choice

A 1212-meter-wide, 99-meter-high rectangle has a 55-meter-by-55-meter square removed from its upper-right corner. What is the area, in square meters, of the remaining L-shaped region?

(A) 8383 (B) 108108 (C) 7373 (D) 3535

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The answer is (A), 8383 square meters.

  1. The enclosing rectangle has area 12×9=10812 \times 9 = 108 square meters.
  2. Removing the square of area 2525 leaves 108−25=83108 - 25 = 83 square meters.
  3. As a check, split the region into a lower rectangle 1212 by 44 and an upper-left rectangle 77 by 55.
  4. Their areas add to 12(4)+7(5)=48+35=8312(4) + 7(5) = 48 + 35 = 83.

Choice (B), 108108, is the whole rectangle and still includes the missing corner. Choice (C), 7373, is 108−35108 - 35, which removes the upper-left piece instead of the stated square. Choice (D), 3535, counts only the upper-left piece.

Question 14

Algebra, multiple choice

For what value of kk does the system kx+6y=15kx + 6y = 15 and 4x+8y=204x + 8y = 20 have infinitely many real solutions?

(A) 00 (B) 33 (C) 44 (D) 66

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The answer is (B), 33.

  1. Infinitely many solutions means both equations describe the same line, so the first equation is a multiple of the second. The yy coefficients give the scale 68=34\frac{6}{8} = \frac{3}{4}.
  2. The constants give the same scale, 1520=34\frac{15}{20} = \frac{3}{4}, so k=34(4)=3k = \frac{3}{4}(4) = 3.
  3. Check that multiplying 3x+6y=153x + 6y = 15 by 43\frac{4}{3} gives 4x+8y=204x + 8y = 20. Both equations contain (0,52)(0, \frac{5}{2}) and (5,0)(5, 0), since 3(0)+6(52)=153(0) + 6(\frac{5}{2}) = 15 and 3(5)+6(0)=153(5) + 6(0) = 15.
  4. For any other value, subtracting 34\frac{3}{4} of the second equation from the first gives (k−3)x=0(k - 3)x = 0, so x=0x = 0 and the only solution is (0,52)(0, \frac{5}{2}).

Choice (A), 00, does not keep the coefficient ratio 34\frac{3}{4} and gives one intersection point. Choice (C), 44, copies the xx coefficient of the second equation without scaling it. Choice (D), 66, copies the yy coefficient of the first equation instead of applying the common scale.

Question 15

Advanced Math, multiple choice

Which choice gives all real solutions of x+6=x\sqrt{x + 6} = x?

(A) −2-2 (B) 22 (C) 33 (D) −2-2 and 33

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The answer is (C), 33.

  1. A square root is never negative, so any solution needs x≥0x \ge 0.
  2. Squaring both sides gives x+6=x2x + 6 = x^2, or x2−x−6=0x^2 - x - 6 = 0.
  3. Factoring gives (x−3)(x+2)=0(x - 3)(x + 2) = 0, so the candidates are 33 and −2-2.
  4. Check both in the original equation. At x=3x = 3, 3+6=3\sqrt{3 + 6} = 3, which works. At x=−2x = -2, −2+6=2≠−2\sqrt{-2 + 6} = 2 \ne -2, so −2-2 is extraneous.

Squaring makes 22 and −2-2 look the same, because both squares are 44. That loss of sign is why the original equation must decide between the candidates. Choice (A), −2-2, is the extraneous candidate introduced by squaring. Choice (B), 22, confuses the value 4=2\sqrt{4} = 2 from the check with a solution, and 22 itself fails, since 8≠2\sqrt{8} \ne 2. Choice (D) accepts both roots of the squared equation without the sign condition of the original.

Question 16

Problem-Solving and Data Analysis, student-produced response

At a school, 1818 students travel by bus and belong to a club, 1212 travel by bus and do not belong to the club, 1414 walk and belong to the club, and 2626 walk and do not belong to the club. Every student in this group travels by bus or walks. One club member is selected uniformly at random. What is the probability that the selected student travels by bus?

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The answer is 916\frac{9}{16}, which can be entered as 9/169/16, .5625.5625 or 0.56250.5625.

  1. The selection is made from club members only, and there are 18+14=3218 + 14 = 32 of them.
  2. Of these, 1818 travel by bus, so P(bus∣club)=1832P(\text{bus} \mid \text{club}) = \frac{18}{32}.
  3. Simplify, 1832=916=0.5625\frac{18}{32} = \frac{9}{16} = 0.5625.
  4. Check with the walkers, 1832+1432=1\frac{18}{32} + \frac{14}{32} = 1.

The whole group has 7070 students, but the selection was restricted to club members. Using 7070 as the denominator would answer a different question, about a student selected from the whole group.

Question 17

Advanced Math, multiple choice

The point (−1,4)(-1, 4) lies on the graph of y=f(x)y = f(x). The function gg is defined by g(x)=f(x+3)−2g(x) = f(x + 3) - 2. Which point must lie on the graph of y=g(x)y = g(x)?

(A) (2,2)(2, 2) (B) (−4,6)(-4, 6) (C) (2,6)(2, 6) (D) (−4,2)(-4, 2)

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The answer is (D), (−4,2)(-4, 2).

  1. The only known value of ff is f(−1)=4f(-1) = 4, so choose xx with x+3=−1x + 3 = -1.
  2. That gives x=−4x = -4, and indeed (−4)+3=−1(-4) + 3 = -1.
  3. Then g(−4)=f(−1)−2=4−2=2g(-4) = f(-1) - 2 = 4 - 2 = 2.
  4. The point (−1,4)(-1, 4) on the graph of ff corresponds to (−4,2)(-4, 2) on the graph of gg.

Moving three units right would use x=2x = 2, which makes the inside input 55, and the problem gives no value for f(5)f(5). Adding 22 to the output would reverse the stated subtraction. Choice (A) moves right instead of solving x+3=−1x + 3 = -1. Choice (B) shifts the output up by 22 instead of down. Choice (C) reverses both the horizontal and the vertical shift.

Question 18

Geometry and Trigonometry, multiple choice

A circle has center OO and radius 1313 centimeters. Chord ABAB has length 2424 centimeters. Point MM lies on ABAB, and OMOM is perpendicular to ABAB. What is the area, in square centimeters, of triangle OABOAB?

(A) 6060 (B) 3030 (C) 120120 (D) 156156

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The answer is (A), 6060 square centimeters.

  1. A perpendicular from the center of a circle to a chord bisects the chord, so AM=MB=12AM = MB = 12 centimeters.
  2. In right triangle OMAOMA, the radius OA=13OA = 13 is the hypotenuse. Let OM=hOM = h.
  3. Then h2+122=132h^2 + 12^2 = 13^2, so h2=25h^2 = 25 and h=5h = 5, because a length is positive.
  4. For triangle OABOAB, the full base is AB=24AB = 24 and the perpendicular height is OM=5OM = 5.
  5. The area is 12(24)(5)=60\frac{1}{2}(24)(5) = 60 square centimeters.

Choice (B), 3030, uses AM=12AM = 12 as if it were the whole base of triangle OABOAB, which gives the area of one half-triangle. Choice (C), 120120, multiplies base and height without the factor 12\frac{1}{2}. Choice (D), 156156, uses the radius 1313 as the height, 12(24)(13)\frac{1}{2}(24)(13).

Question 19

Algebra, multiple choice

Real numbers xx and yy satisfy 2x+3y=172x + 3y = 17 and 5x+4y=325x + 4y = 32. What is the value of 3x+y3x + y?

(A) 1515 (B) 33 (C) 44 (D) 4949

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Learn the method in Systems of Equations by Elimination.

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The answer is (A), 1515.

  1. Subtract the first equation from the second, (5x+4y)−(2x+3y)=32−17(5x + 4y) - (2x + 3y) = 32 - 17.
  2. The left side simplifies to 3x+y3x + y, so 3x+y=153x + y = 15, which is exactly the target.
  3. As a check, solve for each variable. Multiplying gives 4(2x+3y)=684(2x + 3y) = 68 and 3(5x+4y)=963(5x + 4y) = 96, and subtracting these gives 7x=287x = 28.
  4. So x=4x = 4 and y=3y = 3, and 3(4)+3=153(4) + 3 = 15.

Choice (B), 33, is the value of yy, and choice (C), 44, is the value of xx, not 3x+y3x + y. Choice (D), 4949, adds the right sides instead of using the difference that matches the target.

Question 20

Advanced Math, student-produced response

An idealized culture model multiplies the number of organisms by 1.51.5 every 44 hours. At 88 hours the model gives 405405 organisms. How many organisms does the model give at time 00?

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Learn the method in Exponential Growth and Decay.

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The answer is 180180.

  1. Eight hours contain 84=2\frac{8}{4} = 2 intervals of 44 hours.
  2. If NN is the count at time 00, then N(1.5)2=405N(1.5)^2 = 405.
  3. Hence N=4059/4=405(49)=180N = \frac{405}{9/4} = 405\left(\frac{4}{9}\right) = 180.
  4. Check forward, 180(32)=270180\left(\frac{3}{2}\right) = 270 and 270(32)=405270\left(\frac{3}{2}\right) = 405.

Dividing by 1.51.5 only once would give the count at 44 hours. Using eight multiplications would treat the four-hour multiplier as an hourly one. The length of the interval decides the exponent.

Question 21

Problem-Solving and Data Analysis, multiple choice

A model predicts y=1.5x+8y = 1.5x + 8 completed items after xx hours. In one observation, 2020 items were completed after 66 hours. If residual means observed value minus predicted value, what is the residual, in items, for this observation?

(A) −3-3 (B) 33 (C) 1717 (D) 2020

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Learn the method in Scatterplots, Models and Predictions.

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The answer is (B), 33 items.

  1. At 66 hours the model predicts y=1.5(6)+8=9+8=17y = 1.5(6) + 8 = 9 + 8 = 17 items.
  2. The residual is 20−17=320 - 17 = 3 items.
  3. The observed value is above the prediction, so the residual is positive.
  4. Check that the prediction plus the residual gives the observation, 17+3=2017 + 3 = 20.

Choice (A), −3-3, reverses the subtraction and computes predicted minus observed. Choice (C), 1717, is the predicted output, and choice (D), 2020, is the observed output. Neither alone is the difference the question asks for.

Question 22

Algebra, multiple choice

A vehicle travels two consecutive segments of lengths aa and bb at the same constant speed vv, where v>0v > 0. Its total travel time TT satisfies T=a+bvT = \dfrac{a + b}{v}. Which expression equals bb?

(A) Tv−a\frac{T}{v} - a (B) v(T−a)v(T - a) (C) Tv−aTv - a (D) a−Tva - Tv

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The answer is (C), Tv−aTv - a.

  1. Multiply both sides by vv, which is allowed since v>0v > 0, to get vT=a+bvT = a + b.
  2. Subtract aa to get b=Tv−ab = Tv - a.
  3. The units agree, since a time multiplied by a distance per unit time is a distance.
  4. A numerical check with T=3T = 3, v=20v = 20 and a=18a = 18 gives b=3(20)−18=42b = 3(20) - 18 = 42, and 18+4220=3\frac{18 + 42}{20} = 3.

The subtraction happens after finding the full distance. Choice (A) divides by vv a second time instead of undoing the original division. Choice (B) puts T−aT - a inside one bracket, which subtracts a distance from a time. Choice (D) reverses the final subtraction and gives the negative of the second length.

Block 2

Question 23

Advanced Math, multiple choice

The monic quadratic p(x)=x2+bx+cp(x) = x^2 + bx + c has zeros −2-2 and 77. What is b+cb + c?

(A) 99 (B) 1919 (C) −9-9 (D) −19-19

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The answer is (D), −19-19.

  1. The zeros −2-2 and 77 give the factors, so p(x)=(x+2)(x−7)p(x) = (x + 2)(x - 7).
  2. Expanding gives p(x)=x2−5x−14p(x) = x^2 - 5x - 14.
  3. So b=−5b = -5 and c=−14c = -14, and b+c=−19b + c = -19.
  4. Check that p(−2)=4+10−14=0p(-2) = 4 + 10 - 14 = 0 and p(7)=49−35−14=0p(7) = 49 - 35 - 14 = 0.

The sum of the zeros is 55, but the linear coefficient is its negative, −5-5. The constant is the product of the zeros, −14-14. Expanding the factors gives these signs directly, so a memorized sign rule cannot be reversed by mistake. Choice (A), 99, uses b=−5b = -5 but changes cc to 1414. Choice (B), 1919, changes both signs to 55 and 1414. Choice (C), −9-9, uses the sum of the zeros, 55, for bb while keeping c=−14c = -14.

Question 24

Algebra, student-produced response

A linear function LL satisfies L(−3)=14L(-3) = 14 and L(1)=6L(1) = 6. What is L(6)L(6)?

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Learn the method in Slope and Rate of Change.

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The answer is −4-4.

  1. The slope is 6−141−(−3)=−84=−2\frac{6 - 14}{1 - (-3)} = \frac{-8}{4} = -2.
  2. From input 11 to input 66 the output changes by L(6)−L(1)=(−2)(6−1)=−10L(6) - L(1) = (-2)(6 - 1) = -10.
  3. So L(6)=6−10=−4L(6) = 6 - 10 = -4.
  4. As a check, the function is L(x)=−2x+8L(x) = -2x + 8, which gives L(−3)=14L(-3) = 14, L(1)=6L(1) = 6 and L(6)=−4L(6) = -4.

Subtracting 88 again for the next step would overlook that the input gaps, 44 and 55, are unequal. A linear function keeps the rate per unit constant, so each output change must use its own input change.

Question 25

Geometry and Trigonometry, multiple choice

In triangle ABCABC, DD lies on ABAB and EE lies on ACAC, with DEDE parallel to BCBC. The lengths ADAD, DBDB and DEDE are 66, 44 and 99, respectively. What is BCBC?

(A) 1515 (B) 13.513.5 (C) 99 (D) 66

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The answer is (A), 1515.

  1. Since DEDE is parallel to BCBC, triangle ADEADE is similar to triangle ABCABC.
  2. The full side is AB=6+4=10AB = 6 + 4 = 10, so the scale factor is ADAB=610=35\frac{AD}{AB} = \frac{6}{10} = \frac{3}{5}.
  3. Corresponding sides give 9BC=35\frac{9}{BC} = \frac{3}{5}, so BC=15BC = 15.
  4. Check that 35(15)=9\frac{3}{5}(15) = 9 and 35(10)=6\frac{3}{5}(10) = 6.

The length 44 is only the leftover piece DBDB. Pairing ADAD with that leftover compares a whole side of the small triangle with only part of a side of the large one, and similarity ratios must use complete corresponding sides. Choice (B), 13.513.5, is 9(64)9\left(\frac{6}{4}\right), which compares ADAD with DBDB instead of with ABAB. Choice (C), 99, assumes parallel segments have equal lengths. Choice (D), 66, is 9(46)9\left(\frac{4}{6}\right), built from mismatched sides.

Question 26

Advanced Math, multiple choice

The equation ∣2x−5∣=7|2x - 5| = 7 has two real solutions. What is the greater solution minus the lesser solution?

(A) 11 (B) 77 (C) 66 (D) 1212

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The answer is (B), 77.

  1. The absolute value equals 77 when 2x−5=72x - 5 = 7 or 2x−5=−72x - 5 = -7.
  2. The two branches give x=6x = 6 or x=−1x = -1.
  3. The greater minus the lesser is 6−(−1)=76 - (-1) = 7.
  4. Check that ∣2(6)−5∣=7|2(6) - 5| = 7 and ∣2(−1)−5∣=7|2(-1) - 5| = 7.

Choice (A), 11, is the size of the lesser solution, not the difference. Choice (C), 66, is only the greater solution, while the question asks for a difference between two solutions. Choice (D), 1212, assumes the solutions are opposites and doubles 66, but the lesser solution is −1-1, not −6-6.

Question 27

Algebra, multiple choice

A parking service charges a flat $6 for up to 22 hours. For time beyond 22 hours, it adds $4 per hour, prorated for fractions of an hour. A parking bill is $22. How many hours of parking does the bill cover?

(A) 44 (B) 5.55.5 (C) 66 (D) 88

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The answer is (C), 66 hours.

  1. The bill is more than the flat $6, so the time is beyond 22 hours. For t>2t > 2 the charge in dollars is C(t)=6+4(t−2)C(t) = 6 + 4(t - 2).
  2. Set 6+4(t−2)=226 + 4(t - 2) = 22, so 4(t−2)=164(t - 2) = 16.
  3. Then t−2=4t - 2 = 4 and t=6t = 6.
  4. Check that C(6)=6+4(4)=22C(6) = 6 + 4(4) = 22.

Choice (A), 44, is only the added time, without the first 22 hours. Choice (B), 5.55.5, is 224\frac{22}{4}, which treats every dollar of the bill as an hourly charge, including the flat fee. Choice (D), 88, doubles the four extra hours instead of adding the first two.

Question 28

Advanced Math, student-produced response

The function qq is defined by q(x)=x2+cx+36q(x) = x^2 + cx + 36, where cc is a real constant. If q(2)=10q(2) = 10, what is the larger real zero of qq?

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The answer is 1212.

  1. Substitute the given input and output into the rule, 22+2c+36=102^2 + 2c + 36 = 10.
  2. This gives 40+2c=1040 + 2c = 10, so 2c=−302c = -30 and c=−15c = -15.
  3. The completed rule is q(x)=x2−15x+36q(x) = x^2 - 15x + 36.
  4. To factor, find two numbers with product 3636 and sum −15-15, which are −3-3 and −12-12.
  5. Thus q(x)=(x−3)(x−12)q(x) = (x - 3)(x - 12), with real zeros 33 and 1212. The larger is 1212.
  6. Check that q(2)=4−30+36=10q(2) = 4 - 30 + 36 = 10 and q(12)=144−180+36=0q(12) = 144 - 180 + 36 = 0.

Question 29

Problem-Solving and Data Analysis, multiple choice

A library has 12,00012{,}000 registered members. A simple random sample of 400400 registered members gives an estimate that 64%64\% of all registered members support a proposed service. The reported 95%95\% confidence interval uses a supplied margin of error of 55 percentage points. Which interval gives the corresponding estimated number of registered members who support the service?

(A) 236236 to 276276 (B) 70807080 to 82808280 (C) 76807680 to 82808280 (D) 72967296 to 80648064

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The answer is (B), 70807080 to 82808280 registered members.

  1. The interval for the proportion runs from 0.64−0.05=0.590.64 - 0.05 = 0.59 to 0.64+0.05=0.690.64 + 0.05 = 0.69.
  2. Multiply each endpoint by the number of registered members, 0.59(12,000)0.59(12{,}000) and 0.69(12,000)0.69(12{,}000).
  3. This gives 70807080 to 82808280 registered members.
  4. As a check, the center is 0.64(12,000)=76800.64(12{,}000) = 7680 and the margin is 0.05(12,000)=6000.05(12{,}000) = 600, and 7680−600=70807680 - 600 = 7080 and 7680+600=82807680 + 600 = 8280.

This is a reported estimation interval, so it does not give an exact count of supporters. The confidence level describes how often this interval method covers the true value across repeated random samples. The random sample supports inference to registered library members, not automatically to everyone in the town.

Choice (A) multiplies by the sample size 400400 instead of the 12,00012{,}000 members, which gives counts on the scale of the sample. Choice (C) keeps the point estimate as the lower endpoint instead of subtracting the margin. Choice (D) takes 55 percent of 6464 percent, which turns a margin of 55 percentage points into a different quantity.

Question 30

Advanced Math, multiple choice

The graphs of y=x2−4x+1y = x^2 - 4x + 1 and y=2x−4y = 2x - 4 intersect at two points. What is the sum of the yy-coordinates of those intersection points?

(A) 66 (B) 55 (C) 22 (D) 44

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The answer is (D), 44.

  1. At an intersection the yy values agree, so x2−4x+1=2x−4x^2 - 4x + 1 = 2x - 4.
  2. Rearranging gives x2−6x+5=0x^2 - 6x + 5 = 0, and factoring gives (x−1)(x−5)=0(x - 1)(x - 5) = 0.
  3. The line gives the yy values, 2(1)−4=−22(1) - 4 = -2 at x=1x = 1 and 2(5)−4=62(5) - 4 = 6 at x=5x = 5.
  4. The sum of the yy-coordinates is −2+6=4-2 + 6 = 4.
  5. Check in the parabola, which gives 1−4+1=−21 - 4 + 1 = -2 and 25−20+1=625 - 20 + 1 = 6.

Choice (A), 66, adds the xx-coordinates 1+51 + 5, or gives only the larger yy value. Choice (B), 55, is the larger xx-coordinate. Choice (C), 22, counts the intersection points instead of adding their yy-coordinates.

Question 31

Geometry and Trigonometry, multiple choice

Triangle PQRPQR is right-angled at QQ, with PQ=20PQ = 20 and QR=21QR = 21. What is cos⁡R\cos R?

(A) 2129\frac{21}{29} (B) 2029\frac{20}{29} (C) 2021\frac{20}{21} (D) 2120\frac{21}{20}

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The answer is (A), 2129\frac{21}{29}.

  1. The right angle is at QQ, so PRPR is the hypotenuse and PR2=PQ2+QR2PR^2 = PQ^2 + QR^2.
  2. This gives PR2=400+441=841PR^2 = 400 + 441 = 841, so PR=29PR = 29.
  3. At angle RR the adjacent leg is QRQR, so cos⁡R=QRPR=2129\cos R = \frac{QR}{PR} = \frac{21}{29}.
  4. The orientation of a picture does not change these roles. A rotation keeps the angle at RR and every side length, so adjacent and opposite are decided by the chosen vertex, not by horizontal or vertical position.
  5. Check that 292=841=202+21229^2 = 841 = 20^2 + 21^2. Also sin⁡P=cos⁡R=2129\sin P = \cos R = \frac{21}{29}, as expected for the two acute angles.

Choice (B), 2029\frac{20}{29}, uses the opposite leg at RR and gives sin⁡R\sin R. Choice (C), 2021\frac{20}{21}, gives tan⁡R\tan R, and choice (D), 2120\frac{21}{20}, reverses that leg ratio. None of them compares the adjacent leg with the hypotenuse.

Question 32

Algebra, student-produced response

A reservoir contains 3636 liters of water and drains at a constant rate of 750750 milliliters per minute. No water enters. What is the greatest whole number of minutes it can drain while at least 1212 liters remain?

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The answer is 3232.

  1. Convert the rate to liters, 750750 milliliters per minute is 0.750.75 liter per minute.
  2. After tt minutes the volume is 36−34t36 - \frac{3}{4}t liters, so the condition is 36−34t≥1236 - \frac{3}{4}t \ge 12.
  3. Subtracting 3636 gives −34t≥−24-\frac{3}{4}t \ge -24. Dividing by the negative number −34-\frac{3}{4} reverses the inequality, so t≤32t \le 32.
  4. Check that 36−34(32)=1236 - \frac{3}{4}(32) = 12, which is allowed, while 36−34(33)=11.25<1236 - \frac{3}{4}(33) = 11.25 < 12.

Question 33

Advanced Math, multiple choice

Which choice gives all real solutions of x2−9x−3=7\dfrac{x^2 - 9}{x - 3} = 7?

(A) 33 only (B) 44 only (C) 33 and 44 (D) No real solution

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The answer is (B), 44 only.

  1. The denominator is zero at x=3x = 3, so x≠3x \ne 3.
  2. For x≠3x \ne 3 the left side simplifies to x+3x + 3, so x+3=7x + 3 = 7.
  3. Hence x=4x = 4.
  4. Check that 42−94−3=71=7\frac{4^2 - 9}{4 - 3} = \frac{7}{1} = 7.
  5. Clearing the denominator instead gives (x−3)(x−4)=0(x - 3)(x - 4) = 0. The candidate 33 is excluded and 44 is accepted.

Choice (A) keeps only the excluded zero of the denominator. Choice (C) accepts both roots after clearing the denominator, without checking the domain. Choice (D) takes the one excluded candidate as evidence that the allowed candidate fails too.

Question 34

Algebra, multiple choice

Line ll has equation 2x−3y=62x - 3y = 6. Line mm is perpendicular to ll and passes through (4,−1)(4, -1). What is the yy-intercept of line mm?

(A) −7-7 (B) 53\frac{5}{3} (C) 55 (D) −5-5

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The answer is (C), 55.

  1. Solving 2x−3y=62x - 3y = 6 for yy gives y=23x−2y = \frac{2}{3}x - 2, so line ll has slope 23\frac{2}{3}.
  2. A perpendicular slope is the negative reciprocal, so line mm has slope −32-\frac{3}{2}.
  3. Substitute the point (4,−1)(4, -1) into y=−32x+by = -\frac{3}{2}x + b to get −1=−32(4)+b-1 = -\frac{3}{2}(4) + b.
  4. Then b=5b = 5, and line mm is y=−32x+5y = -\frac{3}{2}x + 5.
  5. Check that this line gives y=−1y = -1 at x=4x = 4, and that the slope from (0,5)(0, 5) to (4,−1)(4, -1) is −1−54−0=−32\frac{-1 - 5}{4 - 0} = -\frac{3}{2}.

Choice (A), −7-7, uses the slope 32\frac{3}{2} instead of the negative reciprocal. Choice (B), 53\frac{5}{3}, uses the slope −23-\frac{2}{3}, which negates the original slope without taking its reciprocal, and −1=−23(4)+b-1 = -\frac{2}{3}(4) + b gives b=53b = \frac{5}{3}. Choice (D), −5-5, reverses the final subtraction.

Question 35

Geometry and Trigonometry, multiple choice

A sector of a circle has radius 66 centimeters and arc length 5π5\pi centimeters. What is its area, in square centimeters?

(A) 30π30\pi (B) 5π5\pi (C) 25π2\frac{25\pi}{2} (D) 15π15\pi

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The answer is (D), 15π15\pi square centimeters.

  1. The full circumference is 2π(6)=12π2\pi(6) = 12\pi centimeters.
  2. The sector is the fraction 5π12π=512\frac{5\pi}{12\pi} = \frac{5}{12} of the circle.
  3. Its area is that fraction of the circle’s area, 512(36π)=15π\frac{5}{12}(36\pi) = 15\pi square centimeters.
  4. Check with the formula A=12rs=12(6)(5π)=15πA = \frac{1}{2}rs = \frac{1}{2}(6)(5\pi) = 15\pi.

Choice (A), 30π30\pi, multiplies the radius and the arc length without the factor 12\frac{1}{2}. Choice (B), 5π5\pi, is the arc length, a length, while the question asks for an area. Choice (C), 25π2\frac{25\pi}{2}, uses the arc coefficient 55 as the radius, 12(5)(5π)\frac{1}{2}(5)(5\pi). The two straight radii belong to the perimeter of the sector, but they are not part of the stated arc length.

Question 36

Problem-Solving and Data Analysis, student-produced response

A container holds only red and blue beads, and 4040 percent of its beads are red. Ten red beads are added, and no beads are removed. Red beads then make up 5252 percent of the total. How many beads were in the container before the addition?

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Learn the method in Percentages and Percent Change.

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The answer is 4040 beads.

  1. Let nn be the original total, a positive whole number. The original red count is 0.40n0.40n.
  2. After ten red beads are added, the red count is 0.40n+100.40n + 10 and the total is n+10n + 10.
  3. The new percent applies to the new total, so 0.40n+10=0.52(n+10)0.40n + 10 = 0.52(n + 10).
  4. Expanding gives 0.40n+10=0.52n+5.20.40n + 10 = 0.52n + 5.2, so 4.8=0.12n4.8 = 0.12n and n=40n = 40.
  5. Originally there were 1616 red and 2424 blue beads. Afterward there are 2626 red beads out of 5050, and 2650=0.52\frac{26}{50} = 0.52.

The counts are whole numbers, and both the original and the final percent are satisfied.

Question 37

Advanced Math, multiple choice

For x>0x > 0, which expression is equivalent to x x23x1/6\dfrac{\sqrt{x}\,\sqrt[3]{x^2}}{x^{1/6}}?

(A) xx (B) x4/3x^{4/3} (C) x1/3x^{1/3} (D) x\sqrt{x}

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The answer is (A), xx.

  1. Write each radical as a power, which gives x1/2 x2/3x1/6\frac{x^{1/2}\, x^{2/3}}{x^{1/6}}.
  2. Multiplying powers adds exponents and dividing subtracts them, so the expression is x1/2+2/3−1/6x^{1/2 + 2/3 - 1/6}.
  3. The exponent is 36+46−16=1\frac{3}{6} + \frac{4}{6} - \frac{1}{6} = 1, so the expression equals xx.
  4. A numerical check with x=64x = 64 uses 64=8\sqrt{64} = 8, 6423=16\sqrt[3]{64^2} = 16 and 641/6=264^{1/6} = 2, and 8×162=64\frac{8 \times 16}{2} = 64.

The operation joining the powers decides the operation on the exponents. Choice (B), x4/3x^{4/3}, adds all three exponents instead of subtracting the exponent of the denominator. Choice (C), x1/3x^{1/3}, uses 23−12+16\frac{2}{3} - \frac{1}{2} + \frac{1}{6}, which reverses both roles. It treats the multiplied radicals as if they were divided and the divided power as if it were multiplied. Choice (D), x\sqrt{x}, drops the cube root and the denominator and keeps only x\sqrt{x}.

Question 38

Algebra, multiple choice

A group buys 2525 tickets. Adult tickets cost $8 each and child tickets cost $5 each. The group pays $158 in total. How many more child tickets than adult tickets does the group buy?

(A) 1111 (B) 33 (C) 1414 (D) 2525

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The answer is (B), 33.

  1. Let aa be the number of adult tickets and cc the number of child tickets. Then a+c=25a + c = 25 and 8a+5c=1588a + 5c = 158.
  2. Subtracting 55 times the first equation from the second gives 3a=333a = 33.
  3. So a=11a = 11 and c=14c = 14.
  4. The group buys c−a=14−11=3c - a = 14 - 11 = 3 more child tickets than adult tickets.
  5. Check that 11+14=2511 + 14 = 25 and 8(11)+5(14)=1588(11) + 5(14) = 158.

Choice (A), 1111, is the number of adult tickets. Choice (C), 1414, is the number of child tickets. Choice (D), 2525, is the total number of tickets.

Question 39

Advanced Math, multiple choice

For what real value of kk does the equation 2x2+12x+k=02x^2 + 12x + k = 0 have exactly one distinct real solution?

(A) 99 (B) −18-18 (C) 1818 (D) 3636

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The answer is (C), 1818.

  1. Factor 22 from the xx terms, 2(x2+6x)+k=02(x^2 + 6x) + k = 0.
  2. Complete the square, 2(x+3)2−18+k=02(x + 3)^2 - 18 + k = 0.
  3. Rearrange to 2(x+3)2=18−k2(x + 3)^2 = 18 - k. There is exactly one real solution when 18−k=018 - k = 0.
  4. So k=18k = 18, and the only solution is x=−3x = -3.
  5. Check with the discriminant, 122−4(2)(18)=144−144=012^2 - 4(2)(18) = 144 - 144 = 0, and in the original equation, 2(−3)2+12(−3)+18=02(-3)^2 + 12(-3) + 18 = 0.

Choice (A), 99, uses the number 99 from inside the completed square but misses the factor 22 outside. Choice (B), −18-18, reverses the sign when moving the constant. Choice (D), 3636, is twice the needed constant, and the resulting equation has no real solution.

Question 40

Geometry and Trigonometry, student-produced response

Triangle ABCABC is a right triangle with the right angle at CC. The cosine of angle AA is 35\frac{3}{5}, and the area of the triangle is 5454 square centimeters. What is AB2AB^2, in square centimeters?

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The answer is 225225.

  1. The right angle is at CC, so ABAB is the hypotenuse and ACAC is adjacent to angle AA. Hence ACAB=35\frac{AC}{AB} = \frac{3}{5}.
  2. Write AC=3uAC = 3u and AB=5uAB = 5u, where u>0u > 0 is the length scale.
  3. The Pythagorean theorem gives BC2=(5u)2−(3u)2=16u2BC^2 = (5u)^2 - (3u)^2 = 16u^2, so BC=4uBC = 4u.
  4. The area is 12(3u)(4u)=6u2\frac{1}{2}(3u)(4u) = 6u^2. Since the area is 5454, it follows that u2=9u^2 = 9.
  5. The requested squared length is AB2=(5u)2=25u2=25(9)=225AB^2 = (5u)^2 = 25u^2 = 25(9) = 225.
  6. A concrete check uses u=3u = 3, which gives AC=9AC = 9, BC=12BC = 12, AB=15AB = 15, an area of 5454 and a cosine of 915=35\frac{9}{15} = \frac{3}{5}.

Question 41

Algebra, multiple choice

A draining tank has volume V=240−18mV = 240 - 18m liters after mm minutes, while water remains in the tank. If ss represents elapsed time in seconds, which statement correctly describes the coefficient of ss in the equivalent formula for VV?

(A) Volume decreases by 1818 liters per second. (B) Volume increases by 0.30.3 liter per second. (C) Volume decreases by 10801080 liters per second. (D) Volume decreases by 0.30.3 liter per second.

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The answer is (D). The volume decreases by 0.30.3 liter per second.

  1. A minute has 6060 seconds, so m=s60m = \frac{s}{60}.
  2. Substitute to get V=240−18(s60)V = 240 - 18\left(\frac{s}{60}\right).
  3. Simplify to V=240−0.3sV = 240 - 0.3s. The coefficient −0.3-0.3 means the volume decreases by 0.30.3 liter per second.
  4. Check that 0.3(60)=180.3(60) = 18, so after one minute both formulas give V=222V = 222 liters.

The negative sign matters, because it records a decrease. The model stops describing the water volume once the tank is empty, so it is not extended to negative volumes. Choice (A) keeps the old number 1818 while changing the unit from minutes to seconds. Choice (B) converts the size of the rate but turns the decrease into an increase. Choice (C) multiplies 1818 by 6060 instead of dividing, which treats each of the sixty seconds as if it lasted a full minute.

Question 42

Problem-Solving and Data Analysis, multiple choice

A city agency takes a simple random sample of 200200 people from its registered cyclists. It randomly assigns 100100 to receive reminder A and 100100 to receive reminder B. All other study procedures are the same. An appropriate analysis finds a statistically significant difference in response rates. Which conclusion is best supported by this design?

(A) Reminder type can have a causal effect on response, with inference to registered cyclists under the study conditions. (B) Only association can be considered because random assignment does not support causal inference. (C) The same effect is established for all city residents, including people outside the sampling population. (D) One reminder must improve the response of every individual.

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The answer is (A).

  1. The design has two different random steps. The first selects people from the population of registered cyclists, and that sampling step supports estimating results for the population the sample was drawn from.
  2. The second step randomly assigns the 200200 sampled people to two groups of 100100, one for each reminder, with all other procedures the same. Random assignment supports a causal comparison between the reminders.
  3. The problem supplies the result of an appropriate analysis, so there is no significance to calculate from response counts. Combining that result with the sampling and assignment design supports choice (A).
  4. The population scope is registered cyclists under the study conditions. People outside that sampling frame may differ in ways the study does not address, so the design does not establish the same effect for every city resident.
  5. A difference between groups also does not mean that the reminder changes every individual’s behavior. Some people could respond under either reminder and others under neither, and that is compatible with an overall causal effect on the response rate.
  6. To check, trace each conclusion to the step that supports it. Random selection concerns who the result represents, and random assignment concerns the comparison between treatments. Choice (A) keeps both roles and the stated population.

Choice (B) denies the causal role of the stated random assignment. Choice (C) generalizes beyond the sampling frame without support. Choice (D) treats an effect on the group as a guarantee about each individual.

Question 43

Advanced Math, multiple choice

Let p(x)=(x−2)(x+5)p(x) = (x - 2)(x + 5), and let h(x)=p(x)−6h(x) = p(x) - 6. What is the sum of all real xx that satisfy h(x)=−6h(x) = -6?

(A) 33 (B) −3-3 (C) −6-6 (D) −10-10

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The answer is (B), −3-3.

  1. The condition h(x)=−6h(x) = -6 means p(x)−6=−6p(x) - 6 = -6, so p(x)=0p(x) = 0.
  2. Then x−2=0x - 2 = 0 or x+5=0x + 5 = 0.
  3. The solutions are x=2x = 2 and x=−5x = -5, and their sum is 2+(−5)=−32 + (-5) = -3.
  4. Check that h(2)=−6h(2) = -6 and h(−5)=−6h(-5) = -6.

Choice (A), 33, changes the sign of the sum. Choice (C), −6-6, is the given output level, not the sum of the inputs. Choice (D), −10-10, multiplies the inputs 22 and −5-5 instead of adding them.

Question 44

Algebra, student-produced response

Real numbers xx and yy satisfy x+y=18x + y = 18. A parameter tt is defined by t=3x+2yt = 3x + 2y. As xx and yy vary subject to the condition, what is the value of t−xt - x?

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The answer is 3636.

  1. Substitute the definition of tt, which gives t−x=(3x+2y)−xt - x = (3x + 2y) - x.
  2. Simplify to t−x=2x+2y=2(x+y)t - x = 2x + 2y = 2(x + y).
  3. Since x+y=18x + y = 18, it follows that t−x=2(18)=36t - x = 2(18) = 36.
  4. Examples agree. For (x,y)=(4,14)(x, y) = (4, 14), t=40t = 40 and t−x=36t - x = 36. For (x,y)=(10,8)(x, y) = (10, 8), t=46t = 46 and t−x=36t - x = 36.

The examples illustrate the constant value, while the algebra proves it for every real pair that satisfies the condition. There is no need to find one particular xx or yy. Enter 3636.