Mathematical Model needed for new product.

In summary, the given information includes the total population of City 1, the average and median age of the population, and the percentages of male and female population in different age ranges. The questions asked are related to the number and percentage of females between the ages of 25-40 in City 1 who need Product X. The methodology used involves calculating the percentage of individuals in the 25-40 age range and then using this percentage to determine the number and percentage of females in this age range who need Product X. However, there is a need to calculate the correct percentages for the ideal age range of 25-40 based on the given information.
  • #1
JAE1XINMD
3
0
Hi All,

Have the following given and would like some help with the 3 questions below. Any help will be greatly appreciated :)

City 1
TOTAL POPULATION CITY 1 100,000
Avg Age of Population 27.8
Median Age (Male) 20.5
Median Age (Female) 27.8
% Male Population 46.43%
% Female Population 53.57%
% 16 & over 92.43%
% 18 & over 91.83%
% 21 & over 41.92%
% 65 & over 4.90%


% of US Female Population (ages 15 - 44) that need Product X: 11%



Questions (Methedology used)
1. How many females between the age of 25 - 40 live in City 1.
2. What % of females between the age of 25 - 40 need Product X.
3. How many females between the age of 25-40 in City 1 need Product X.

My Methodology

Get % of inidvuduals in the 25 - 40 year range
Year between 25 -40 including 25 & 40 = 16
Years between 21 - 64 including 21 & 64 = 45
I am now looking for 16 of the 45 years = 36% of the age range
% in the desired range = 37% x 36% = 13.15 %
% 21 - 64 : 41.92 % - 4.90 % = 37%my answersQuestions (Methedology used)
1. How many females between the age of 25 - 40 live in City 1? 100,000 * 53.57= 53,570 (Females); 53,570 x 13.15% = 7,044
2. What % of females between the age of 25 - 40 need Product X? There are 31 years betwween 15 - 44 incl. 15 & 44, looking for 16 years so it would be 11% x 52% = 6%
3. How many females between the age of 25-40 in City 1 need Product X? 7,044 x 6% = 423
 
Last edited:
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  • #2
Can you show us what you've tried so our helpers know where you are stuck and/or may be going wrong?
 
  • #3
I've updated the post with my methodology
 
  • #4
JAE1XINMD said:
Questions (Methedology used)
1. How many females between the age of 25 - 40 live in City 1? 100,000 * 53.57= 53,570 (Females);
Okay, there are 100,000 people in City 1 and 53.57% of them are women (but you are really multiplying 100000 by .5357, not 53.57).

53,570 x 13.15% = 7,044

But where did you get 13.15%?
The given data does not say anything about ages "25" and "40".

2. What % of females between the age of 25 - 40 need Product X? There are 31 years betwween 15 - 44 incl. 15 & 44, looking for 16 years so it would be 11% x 52% = 6%
Why "15" and "44" when the question was about "25" and "40"? (Oh, and the product of two percentages is NOT a percentage.)

3. How many females between the age of 25-40 in City 1 need Product X? 7,044 x 6% = 423
 
  • #5
Thanks for the reply. So is there a way to figure out 1, 2 & 3 with the given info? I need to figure out how to calculate the the percentages for the ideal age range of 25 through 40.

Note: % of US Female Population (ages 15 - 44) that need Product X: 11% _ this is a Given


"53,570 x 13.15% = 7,044

But where did you get 13.15%?
The given data does not say anything about ages "25" and "40"."

Comment: the 13.15% needs to be calculated based on the Given demographic info 2. What % of females between the age of 25 - 40 need Product X? There are 31 years betwween 15 - 44 incl. 15 & 44, looking for 16 years so it would be 11% x 52% = 6%

From the 15-44 range what % need product X that are in the 25 - 40 age range. "Why "15" and "44" when the question was about "25" and "40"? (Oh, and the product of two percentages is NOT a percentage.)
How many females between the age of 25-40 in City 1 need Product X? 7,044 x 6% = 423"

Comment: 25 through 40 is the ideal age range but the correct percentages must be calculated from the Given info. How would I be able to get to the correct percentages for the ideal age ranges?
 

FAQ: Mathematical Model needed for new product.

What is a mathematical model?

A mathematical model is a representation of a real-world situation or problem using mathematical concepts and equations. It is used to analyze and understand complex systems and make predictions about their behavior.

Why is a mathematical model needed for a new product?

A mathematical model is needed for a new product to help in the design and development process. It can simulate the behavior of the product, identify potential problems, and optimize its performance before it is produced. This can save time, money, and resources in the long run.

How is a mathematical model created?

A mathematical model is created by first defining the problem or system that needs to be studied. Then, relevant data is collected and analyzed to determine the relationships and patterns within the system. Finally, mathematical equations and algorithms are used to represent these relationships and create the model.

Can a mathematical model accurately predict the success of a new product?

A mathematical model can provide valuable insights and predictions about the behavior of a new product, but it cannot guarantee its success. Other factors such as market demand, competition, and consumer preferences also play a significant role in the success of a product.

How can a mathematical model be validated?

A mathematical model can be validated by comparing its predictions with real-world data. If the model accurately reflects the behavior of the system, then it can be considered valid. Additionally, the model can be refined and improved based on feedback and new data, increasing its accuracy and reliability.

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