Use the attached template to document the hypothesis derived from your research question and the documentation of the elements of the trials to test the hypothesis.
RE: Assignment 7 – Draft Hypothesis Theoretical Considerations Reframe your research question here as the basis for what you think is the solution. Posit a theoretical basis for and answer to your question. “It is possible that … this is going on… that would explain the effect…” or “According to …( x, 2017) the effect we see is the result of…” Posit a model of the interaction between the dependent variable (effect) and the independent variables (causes). State what that relationship might be you want to test. Support your solution and model explaining the effect or relationship with some model perhaps backed up by literature sources. Be sure to add citation. Research Questions How does integration of data analytics enhance companies in retail industry? How does these changes cultivate competition? What are the key benefits/impacts on customer experience and operational eff.? Your theory of how to solve the problem: How does integration of data analytics enhance companies in retail industry? A1: Data analytics can improve the cost of retail industry A2: Integration of DA can increase revenue/profits of companies in retail industries How does these changes cultivate competition? A1: These changes can encourage companies to market better (sales ads, seasonal promotions) A2: These changes can improve companies hiring processes that can attract better employees and perks (salary packages, benefits, etc.) What are the key benefits/impacts on customer experience and operational eff.? A1: Integration of DA can improve churn rate A2. Integration of DA can improve customer satisfaction (use longitudinal data) Population: (what is the unit of analysis?) The population is the customers in retail companies Students, Subscribers, Investors, (WHO?) PICO Intervention Churn Rate Engagement Rate Acceptance Rate Customer Reviews Customer Engagement Transactions Subscriptions Partnership Control Stock value International affairs Political and religious events Output Integration of DA leading to enhancement of companies HINT: YOU MAY HAVE TO REVERT TO SOME OF YOUR PREVIOUS LITERATURE WORK TO SEE WHAT TYPE OF VARIABLES THAT THE OTHER RESEARCHERS HAVE USED IN THEIR STUDY Variables Define the dependent, independent and moderating variables (if any). Outcome variable: (what will you measure as the outcome variable?) Input variables: (what factors will you manipulate or consider as inputs?) Mediating variables? (what are factors that could influence the experiment and need to be controlled?) Control: (what is the current condition that will not change that you will be measuring change against?) Intervention: (what is the change you will be introducing to see the effect on the input variable son the outcome?) Outcome: What is the expected outcome of your intervention? Hypothesis Define at least three hypotheses. Be sure to state the alternative hypothesis and null hypothesis. Make sure to make them measurable. Hypothesis: H0: H1: References Add your reference list here as well that was cited in your literature review. Use APA style. Anderson, P. (2013, Nov 07). K-state promo sizzles on social media. Topeka Capital Journal. Ahmad, T. (2012). An analysis of how national basketball association (NBA) teams use social media (Order No. 3523412). Available from ABI/INFORM Complete; ProQuest Central. (1038366829). Etc. …………………
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