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Hypothesis Statements – Overview and Template

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This document contains definitions, examples, and a template to complete for your assignment.

Hypothesis Statements Overview

A hypothesis is a prediction about the relationship between two variables. Hypotheses statements often start as an educated guess about how one variable affects a second variable. A hypothesis statement must be testable (i.e., you can verify or falsify with observable evidence).

Most hypothesis are written in the form of an If/Then statements. Examples of If/Then statements are:

· If you drink coffee before going to bed, then it will take longer to fall asleep.

· If you get at least 8 hours of sleep, you will do better on tests than if you get less sleep.

· If you reduce your consumption of sugar, you will lose weight.

A good hypothesis contains the three elements listed below:

1. The dependent variable(s): Who or what you can vary or control.

2. The independent variable(s): Who or what you predict will affect the dependent variable.

3. What you predict the effect will be.

A good hypothesis statement is written as, IF (the Dependent Variable) THEN (Independent Variable) is affected in a specific way.

Assumptions Versus Hypothesis

There are general differences between an assumption and a hypothesis.

· Assumptions are vague, optimistic, and untestable. Vague = harder to prove or disprove.

· Hypotheses must be specific to be tested. You can design experiments to generate data that support or reject your hypothesis.

Here are some examples of assumptions vs. hypotheses:

AssumptionHypothesisIndependent Variable (IV)Dependent Variable (DV)
If you drink coffee before going to bed, then it will take longer to fall asleep.Consumption of 500 mg of coffee within 1 hour of bedtime will delay time to fall asleep by over 30 minutes.Caffeine consumptionTime to fall asleep
If you get at least 8 hours of sleep, you will do better on tests than if you get less sleep.Students who sleep at least 8 hours of the night before will improve test scores by 10%.Number of hours of sleepTest score improvement
If you reduce your consumption of sugar, you will lose weight.Patients who reduce sugar consumption to below 25 grams daily for 90 days will experience 2% weight loss.Sugar consumption over the next 90 daysWeight loss

Hypothesis Best Practices

Review the examples provided below for tips on writing a strong hypothesis.

SymptomFix
Are there vague words like “some people” or “customer”?Be specific. Create a well-defined persona defining the specific demographic group you are targeting.
Can it be measured specifically, or does it contain vague concepts that cannot be tested?Create a measurable hypothesis. Eliminate hedging words like “maybe,” “better,” “some,” and convert to If/Then statement.
Is it actually risky?If it is not truly risky, it is not relevant and does not need to be tested right now. (It may get riskier later and resurface.)
Has a second set of eyes looked at it?Everyone has blind spots. Check your work with another entrepreneur and ask the person to tighten up the hypothesis to make sure it is specific, measurable, and realistic.

Part 1 – Write a Hypothesis Template

Instructions: Select three problem statements and create three versions of hypotheses statements for each of these problems. Document the problem statement above the chart and complete each row and column as directed in the assignment. Then, write a 250-word summary based on the prompt at the bottom of this document.

Problem statement: ______________________________________________________________________

Good HypothesisBetter VersionBest VersionIndependent VariableDependent Variable
Example:The addition of fresh water wells within Rio de Janeiro will help.Example:The addition of fresh water wells within Rio de Janeiro will increase citizens’ health.Example:The addition of seven fresh water wells in the town of Rozinho, (near Rio de Janeiro) will decrease doctor visits by 20%.Example:Fresh water wells.Example:Amount of doctor visits.
1.
2.
3.

Part 2 – Write a Summary of Your Hypothesis Statement

Write a 250-word description of your final hypothesis statement. Describe the independent and dependent variables, and describe how you would objectively define a measurable, testable, replaceable, and meaningful hypothesis. How is your hypothesis measurable? How will you test it?

© 2021. Grand Canyon University. All Rights Reserved.

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The purpose of this assignment is develop three different hypotheses, and identify the associated independent and dependent variables that are measurable, testable, and meaningful about artificial intelligence (Robotics). Consider all potential issues from the Topic 1 assignment and choose a single problem to potentially solve. Be sure to select a problem that is not yet solved. Remember, a hypothesis is just an “I think” statement that needs to be fully developed with potential solutions and variables. Ultimately, much time and money could be spent on this issue, so it is imperative to spend time upfront with this brainstorming process around various hypotheses.

Use the “Hypothesis Statements – Overview and Template” resource to complete this assignment. You will need to complete Parts 1 and 2 in the template. Complete the hypotheses grid using good, better, and best versions of the three hypotheses related to the single problem you have identified and the solution you have proposed for the problem. Include the dependent and independent variables for each. You will also compose a short summary in Part 2 within the template. Note: This assignment will impact future assignments throughout the course, including the Topic 5 individual assignment, the Draft Summary Business Model Canvas.

While APA style is not required for the body of this assignment, solid academic writing is expected, and documentation of sources should be presented using APA formatting guidelines, which can be found in the APA Style Guide, located in the Student Success Center.

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Additionally, Artificial intelligence is another potential technology advancement that may

have a great impact on the market. The use of Robots in the execution of various tasks is going to

be of vast application in various fields. Many companies are slowly adopting the use of robotics

in the execution of their tasks (Nagy & Dubinsky, 2016). Unlike human beings, robots can be

controlled from one system and thus commanded for the execution of various tasks in the firms.

On the same note, robots are used to perform heavy and onerous tasks that may be heavy to

human beings at times. Therefore, being a society where every individual wants the best things

in a very short time, robots are vital in the operation of various tasks.

Moreover, there is very big competition in the market. The issue at stake for many

consumers of various products and services is the reliability, efficiency, and security of various

products and services. Furthermore, the adoption of the use of artificial intelligence,

incorporating robotics, will help protect the consumers from fraudsters since any execution of

tasks is administered from one area (Nagy & Dubinsky, 2016). Of equal importance is the

enhancement of communication between the staff. By embracing the innovation, the team

members and the staff will have an improvement in how they communicate and relate to each

other. Equally, this will enhance communication between the producers and the consumers of

various products and services due to the reduction of time taken and lost in the provision of

various products and services. Therefore, due to the complexity and competition of the global

market, adopting the use of Artificial Intelligence and robotics will increase competition among

firms, hence increasing productivity and consumer satisfaction

TOPIC 1 ASSIGNMENT AND PROBLEMS

Additionally, Artificial intelligence is another potential technology advancement that may

have a great impact on the market. The use of Robots in the execution of various tasks is going to

be of vast application in various fields. Many companies are slowly adopting the use of robotics

in the execution of their tasks (Nagy & Dubinsky, 2016). Unlike human beings, robots can be

controlled from one system and thus commanded for the execution of various tasks in the firms.

On the same note, robots are used to perform heavy and onerous tasks that may be heavy to

human beings at times. Therefore, being a society where every individual wants the best things

in a very short time, robots are vital in the operation of various tasks.

Moreover, there is very big competition in the market. The issue at stake for many

consumers of various products and services is the reliability, efficiency, and security of various

products and services. Furthermore, the adoption of the use of artificial intelligence,

incorporating robotics, will help protect the consumers from fraudsters since any execution of

tasks is administered from one area (Nagy & Dubinsky, 2016). Of equal importance is the

enhancement of communication between the staff. By embracing the innovation, the team

members and the staff will have an improvement in how they communicate and relate to each

other. Equally, this will enhance communication between the producers and the consumers of

various products and services due to the reduction of time taken and lost in the provision of

various products and services. Therefore, due to the complexity and competition of the global

market, adopting the use of Artificial Intelligence and robotics will increase competition among

firms, hence increasing productivity and consumer satisfaction

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