By the end of this chapter, you will be able to:
Mastering these skills will help you handle important calculations efficiently and make better decisions in your trade.
Apply Statistical Matrices in Human Resource management involves using matrix algebra to organize, analyze, and interpret HR data efficiently. Matrices help HR professionals handle complex datasets such as employee performance scores, training results, and payroll computations. Mastery of matrix notations and operations enables effective decision-making and forecasting in HR functions across Kenyan organizations.
Matrix notation is fundamental for expressing and manipulating data arrays in HR analytics. A matrix is a rectangular array of numbers arranged in rows and columns, typically denoted by uppercase letters such as \( A \), \( B \), or \( C \). Each element within a matrix is identified by its row and column position, written as \( a_{ij} \), where \( i \) is the row number and \( j \) the column number.
The size or order of a matrix is given as \( m \times n \), where \( m \) is the number of rows and \( n \) the number of columns. For example, a matrix representing monthly training scores of 5 employees over 4 months would have order \( 5 \times 4 \).
$$ A = \begin{bmatrix} a_{11} & a_{12} & \cdots & a_{1n} \\ a_{21} & a_{22} & \cdots & a_{2n} \\ \vdots & \vdots & \ddots & \vdots \\ a_{m1} & a_{m2} & \cdots & a_{mn} \end{bmatrix} $$
Example 1: Consider a matrix \( A \) representing performance ratings of 3 employees across 2 tasks.
Given:
\( A = \begin{bmatrix} 4 & 5 \\ 3 & 4 \\ 5 & 3 \end{bmatrix} \), order \( 3 \times 2 \).
Find the element in the 2nd row and 1st column.
$$ a_{21} = 3 $$
Answer: 3
Example 2: A matrix \( B \) records attendance of 4 employees over 3 days:
$$ B = \begin{bmatrix} 1 & 0 & 1 \\ 1 & 1 & 1 \\ 0 & 1 & 0 \\ 1 & 1 & 0 \end{bmatrix} $$
What is the order of \( B \)?
Number of rows \( m = 4 \), number of columns \( n = 3 \).
Answer: \( 4 \times 3 \)
Example 3: Identify the element \( b_{34} \) in matrix \( C \):
$$ C = \begin{bmatrix} 2 & 3 & 1 & 4 \\ 5 & 6 & 2 & 7 \\ 8 & 9 & 3 & 0 \end{bmatrix} $$
Here, \( b_{34} \) is the element in the 3rd row, 4th column.
$$ b_{34} = 0 $$
Answer: 0
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Create a free accountThis chapter introduced the fundamental notations used in matrices, establishing the basic symbols and conventions necessary for matrix operations. It then covered the primary operations on matrices, including addition, subtraction, division, and multiplication, with detailed explanations of how each operation is performed. The focus shifted to solving 2 by 2 matrices, providing methods to handle systems of equations represented in matrix form. The chapter also explained how to calculate the determinants of a 2 by 2 matrix, an essential step in understanding matrix properties and solving matrix equations. Following this, the process of finding the inverse of a 2 by 2 matrix was detailed, emphasizing its importance in solving linear systems. Finally, the chapter explored practical applications of matrices in solving business operations, demonstrating how these mathematical tools can be used to optimize decision-making and problem-solving in business contexts. The concepts laid a foundation for carrying out elementary statistics using matrices, linking algebraic techniques with statistical analysis.
Given two matrices representing employee attendance in two departments:
\( A = \begin{bmatrix} 20 & 25 \\ 30 & 35 \end{bmatrix} \),
\( B = \begin{bmatrix} 5 & 10 \\ 15 & 20 \end{bmatrix} \),
find the matrix \( C = A + B \) representing total attendance. (2 marks)
The monthly training hours for two teams are recorded as:
\( A = \begin{bmatrix} 40 & 50 \\ 60 & 70 \end{bmatrix} \),
\( B = \begin{bmatrix} 10 & 15 \\ 20 & 25 \end{bmatrix} \).
Calculate the matrix \( D = A - B \) showing the net training hours after adjustments. (2 marks)
Given two matrices representing training costs for two departments in a Nairobi-based bank:
\( A = \begin{bmatrix} 15000 & 20000 \\ 18000 & 22000 \end{bmatrix} \) and
\( B = \begin{bmatrix} 5000 & 8000 \\ 7000 & 6000 \end{bmatrix} \),
find the matrix \( A + B \) representing total training costs. (4 marks)
A human resource manager has matrices \( A = \begin{bmatrix} 12 & 7 \\ 5 & 9 \end{bmatrix} \) and \( B = \begin{bmatrix} 3 & 2 \\ 4 & 1 \end{bmatrix} \) representing employee performance scores. Calculate \( A - B \). (4 marks)
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