Texas Administrative Code
Title 19 - EDUCATION
Part 2 - TEXAS EDUCATION AGENCY
Chapter 111 - TEXAS ESSENTIAL KNOWLEDGE AND SKILLS FOR MATHEMATICS
Subchapter C - HIGH SCHOOL
Section 111.43 - Mathematical Models with Applications, Adopted 2012 (One Credit)
Universal Citation: 19 TX Admin Code ยง 111.43
Current through Reg. 49, No. 38; September 20, 2024
(a) General requirements. Students can be awarded one credit for successful completion of this course. Prerequisite: Algebra I.
(b) Introduction.
(1) The desire to achieve educational
excellence is the driving force behind the Texas essential knowledge and skills
for mathematics, guided by the college and career readiness standards. By
embedding statistics, probability, and finance, while focusing on fluency and
solid understanding, Texas will lead the way in mathematics education and
prepare all Texas students for the challenges they will face in the 21st
century.
(2) The process standards
describe ways in which students are expected to engage in the content. The
placement of the process standards at the beginning of the knowledge and skills
listed for each grade and course is intentional. The process standards weave
the other knowledge and skills together so that students may be successful
problem solvers and use mathematics efficiently and effectively in daily life.
The process standards are integrated at every grade level and course. When
possible, students will apply mathematics to problems arising in everyday life,
society, and the workplace. Students will use a problem-solving model that
incorporates analyzing given information, formulating a plan or strategy,
determining a solution, justifying the solution, and evaluating the
problem-solving process and the reasonableness of the solution. Students will
select appropriate tools such as real objects, manipulatives, paper and pencil,
and technology and techniques such as mental math, estimation, and number sense
to solve problems. Students will effectively communicate mathematical ideas,
reasoning, and their implications using multiple representations such as
symbols, diagrams, graphs, and language. Students will use mathematical
relationships to generate solutions and make connections and predictions.
Students will analyze mathematical relationships to connect and communicate
mathematical ideas. Students will display, explain, or justify mathematical
ideas and arguments using precise mathematical language in written or oral
communication.
(3) Mathematical
Models with Applications is designed to build on the knowledge and skills for
mathematics in Kindergarten-Grade 8 and Algebra I. This mathematics course
provides a path for students to succeed in Algebra II and prepares them for
various post-secondary choices. Students learn to apply mathematics through
experiences in personal finance, science, engineering, fine arts, and social
sciences. Students use algebraic, graphical, and geometric reasoning to
recognize patterns and structure, model information, solve problems, and
communicate solutions. Students will select from tools such as physical
objects; manipulatives; technology, including graphing calculators, data
collection devices, and computers; and paper and pencil and from methods such
as algebraic techniques, geometric reasoning, patterns, and mental math to
solve problems.
(4) In Mathematical
Models with Applications, students will use a mathematical modeling cycle to
analyze problems, understand problems better, and improve decisions. A basic
mathematical modeling cycle is summarized in this paragraph. The student will:
(A) represent:
(i) identify the variables in the problem and
select those that represent essential features; and
(ii) formulate a model by creating and
selecting from representations such as geometric, graphical, tabular,
algebraic, or statistical that describe the relationships between the
variables;
(B) compute:
analyze and perform operations on the relationships between the variables to
draw conclusions;
(C) interpret:
interpret the results of the mathematics in terms of the original
problem;
(D) revise: confirm the
conclusions by comparing the conclusions with the problem and revising as
necessary; and
(E) report: report
on the conclusions and the reasoning behind the conclusions.
(5) Statements that contain the
word "including" reference content that must be mastered, while those
containing the phrase "such as" are intended as possible illustrative
examples.
(c) Knowledge and skills.
(1) Mathematical process
standards. The student uses mathematical processes to acquire and demonstrate
mathematical understanding. The student is expected to:
(A) apply mathematics to problems arising in
everyday life, society, and the workplace;
(B) use a problem-solving model that
incorporates analyzing given information, formulating a plan or strategy,
determining a solution, justifying the solution, and evaluating the
problem-solving process and the reasonableness of the solution;
(C) select tools, including real objects,
manipulatives, paper and pencil, and technology as appropriate, and techniques,
including mental math, estimation, and number sense as appropriate, to solve
problems;
(D) communicate
mathematical ideas, reasoning, and their implications using multiple
representations, including symbols, diagrams, graphs, and language as
appropriate;
(E) create and use
representations to organize, record, and communicate mathematical
ideas;
(F) analyze mathematical
relationships to connect and communicate mathematical ideas; and
(G) display, explain, and justify
mathematical ideas and arguments using precise mathematical language in written
or oral communication.
(2) Mathematical modeling in personal
finance. The student uses mathematical processes with graphical and numerical
techniques to study patterns and analyze data related to personal finance. The
student is expected to:
(A) use rates and
linear functions to solve problems involving personal finance and budgeting,
including compensations and deductions;
(B) solve problems involving personal taxes;
and
(C) analyze data to make
decisions about banking, including options for online banking, checking
accounts, overdraft protection, processing fees, and debit card/ATM
fees.
(3) Mathematical
modeling in personal finance. The student uses mathematical processes with
algebraic formulas, graphs, and amortization modeling to solve problems
involving credit. The student is expected to:
(A) use formulas to generate tables to
display series of payments for loan amortizations resulting from financed
purchases;
(B) analyze personal
credit options in retail purchasing and compare relative advantages and
disadvantages of each option;
(C)
use technology to create amortization models to investigate home financing and
compare buying a home to renting a home; and
(D) use technology to create amortization
models to investigate automobile financing and compare buying a vehicle to
leasing a vehicle.
(4)
Mathematical modeling in personal finance. The student uses mathematical
processes with algebraic formulas, numerical techniques, and graphs to solve
problems related to financial planning. The student is expected to:
(A) analyze and compare coverage options and
rates in insurance;
(B) investigate
and compare investment options, including stocks, bonds, annuities,
certificates of deposit, and retirement plans; and
(C) analyze types of savings options
involving simple and compound interest and compare relative advantages of these
options.
(5)
Mathematical modeling in science and engineering. The student applies
mathematical processes with algebraic techniques to study patterns and analyze
data as it applies to science. The student is expected to:
(A) use proportionality and inverse variation
to describe physical laws such as Hook's Law, Newton's Second Law of Motion,
and Boyle's Law;
(B) use
exponential models available through technology to model growth and decay in
areas, including radioactive decay; and
(C) use quadratic functions to model
motion.
(6) Mathematical
modeling in science and engineering. The student applies mathematical processes
with algebra and geometry to study patterns and analyze data as it applies to
architecture and engineering. The student is expected to:
(A) use similarity, geometric
transformations, symmetry, and perspective drawings to describe mathematical
patterns and structure in architecture;
(B) use scale factors with two-dimensional
and three-dimensional objects to demonstrate proportional and non-proportional
changes in surface area and volume as applied to fields;
(C) use the Pythagorean Theorem and special
right-triangle relationships to calculate distances; and
(D) use trigonometric ratios to calculate
distances and angle measures as applied to fields.
(7) Mathematical modeling in fine arts. The
student uses mathematical processes with algebra and geometry to study patterns
and analyze data as it applies to fine arts. The student is expected to:
(A) use trigonometric ratios and functions
available through technology to model periodic behavior in art and
music;
(B) use similarity,
geometric transformations, symmetry, and perspective drawings to describe
mathematical patterns and structure in art and photography;
(C) use geometric transformations,
proportions, and periodic motion to describe mathematical patterns and
structure in music; and
(D) use
scale factors with two-dimensional and three-dimensional objects to demonstrate
proportional and non-proportional changes in surface area and volume as applied
to fields.
(8)
Mathematical modeling in social sciences. The student applies mathematical
processes to determine the number of elements in a finite sample space and
compute the probability of an event. The student is expected to:
(A) determine the number of ways an event may
occur using combinations, permutations, and the Fundamental Counting
Principle;
(B) compare theoretical
to empirical probability; and
(C)
use experiments to determine the reasonableness of a theoretical model such as
binomial or geometric.
(9) Mathematical modeling in social sciences.
The student applies mathematical processes and mathematical models to analyze
data as it applies to social sciences. The student is expected to:
(A) interpret information from various
graphs, including line graphs, bar graphs, circle graphs, histograms,
scatterplots, dot plots, stem-and-leaf plots, and box and whisker plots, to
draw conclusions from the data and determine the strengths and weaknesses of
conclusions;
(B) analyze numerical
data using measures of central tendency (mean, median, and mode) and
variability (range, interquartile range or IQR, and standard deviation) in
order to make inferences with normal distributions;
(C) distinguish the purposes and differences
among types of research, including surveys, experiments, and observational
studies;
(D) use data from a sample
to estimate population mean or population proportion;
(E) analyze marketing claims based on graphs
and statistics from electronic and print media and justify the validity of
stated or implied conclusions; and
(F) use regression methods available through
technology to model linear and exponential functions, interpret correlations,
and make predictions.
(10) Mathematical modeling in social
sciences. The student applies mathematical processes to design a study and use
graphical, numerical, and analytical techniques to communicate the results of
the study. The student is expected to:
(A)
formulate a meaningful question, determine the data needed to answer the
question, gather the appropriate data, analyze the data, and draw reasonable
conclusions; and
(B) communicate
methods used, analyses conducted, and conclusions drawn for a data-analysis
project through the use of one or more of the following: a written report, a
visual display, an oral report, or a multi-media presentation.
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