Principles of Business Analytics: Roy Morgan Value Segments and Data Collection Methodology
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This article discusses the principles of business analytics, specifically Roy Morgan Value Segments and data collection methodology. It explains the different value segments and their characteristics, and the sampling technique used for data collection. The article also mentions statistical tools used for analysis.
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Running Head: PRINCIPLES OF BUSINESS ANALYTICS Principles of Business Analytics Name of the Student Name of the University Author Note
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1PRINCIPLES OF BUSINESS ANALYTICS Table of Contents Roy Morgan Value Segments....................................................................................................2 Data Collection Methodology....................................................................................................4 References..................................................................................................................................6
2PRINCIPLES OF BUSINESS ANALYTICS Roy Morgan Value Segments The target market is provided with an innovative track with the concept of the Roy Morgan Value Segment. This concept can also be applied to Melbourne and its metropolitan areas for the rail networks. Further, the frequency in the needs of the customers can be explained with the help of mapping the segments with their demographic profile. In order to analyse the buying behaviours and choosing customers based on the social behaviour of the humans, the Roy Morgan Value Segments will provide an insight to the methodology(Roy Morgan Research 2016). Thus, the outlooks of the customers can be analysed from their behaviours towards the products and services that are available(Roy Morgan Research 2017). In this research, the evaluation will be done on the rail line networks in Melbourne. The value segments are discussed as follows: Rail Line Networks with Value SegmentsAnalysis Eastern Suburbs – “Visible Achievement”The customers who belong to this category of the value segment give utter importance to their family life. They believe in the quality of life to be high and are always in an expectation to receiveservicesofhigherquality.Valueof money is given by this sector if the money is fulfilling the needs of family, food, travelling and enjoyment (McKeown 2016). SouthEasternSuburbs–“Conventionaland Traditional Family Life” In this segment, the lives of the people are mostly bounded by rules and regulations. They chose the options which involves the customers in choosing their routes and their plans. The interestofthissegmentinvolvesinawell- planned and a familiar outlook so that they can
3PRINCIPLES OF BUSINESS ANALYTICS be relaxed and have financial security. These will not be bound to any changes. These types of families do not want to worry about the things that they have to do without their plans and having their faiths in products and services that are reliable (Crothers 2015). Southern Suburbs – “Real Conservatism”The customers that belong to this segment are seekers of high quality. The responses given by these people follow a particular pattern. Their beliefs are extremely conservative, having fares which are standard and optional spends will be a minimum. If the values of the services are held with ease by the customers in this segment, then only a response can be expected from these customers (Levine and Bejamin 2010). Northern Suburbs – “Socially Aware and Look at me” The people who are usually termed as leaders suchasbusinessanalysts,publicservants, politicians,etc.are involvedinthis section. These types of people want others to follow themasthenatureofthesepeopleare hidebound and they always have the idea of getting a work done in the minimum possible time. This segment is named as the highest segment as these people are more interested in a sophisticated way of travel, have an urge of travelling comfortably, enjoy to the fullest and have no worries about the amount that will be
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4PRINCIPLES OF BUSINESS ANALYTICS spent (Collie and Escorcia 2016). Western Suburbs – “Young optimism and Fairer Deal’ This segment involves the types of customers whoarelogicalandperformanyactionor describe any action based on the experience gained by them in their lifetime. This segment involves both the skilled and unskilled types of people. The skilled people of this sector have a belief of travelling easily in groups that is with family and other friends and on a purpose. The unskilled people on the other hand are more interested in travelling a much budgeted travel and their travel is with a motive (Rundle-Thiele, Dietrich and Kubacki 2017). Data Collection Methodology The methodology for the data collection will be different for the different suburbs based on the value segments the customers of that segment belong to. Further, it will be easier if the suburbs on which the rail line network will be constructed is surveyed with the responses being proper. This will ensure the quality and the association of the project with the different value segments(Lull 2014). As a whole, the segments of the study that will be qualitativeneedstobefurtheranalysedonthebasisofethnographyaschallenges, motivations cultures and goals are different for different environments and their perceptions can only be achieved if there is proper knowledge of their present needs. This can be investigated further and easily by conducting surveys and interviews. The sampling technique that will be used for this research will be cluster sampling, where each of the 5 suburbs will be clusters. 20 samples will be selected from each of the suburbs (Levy and Lemeshow 2013). This will make the sample size to 100. The interview process will be conducted on 10 people, who will be selected as a result of selecting 2 people from each suburb. The analysis will be done on the factor satisfaction with responses as yes and no based on several ethnographic factors such as gender, age, occupation, income,
5PRINCIPLES OF BUSINESS ANALYTICS culture and marital status. Further, the research will be based on variables that are related to culture, such as travel, with responses being domestic and international, opportunities, with responses being business or leisure, goals with responses being short term or long term, values of money with responses being spendthrift or miser and activities of lifestyle with responses being traveller or home person. The specific of rail line will be taken into consideration for each of the responses. Further examination of the research can be conducted based on the use of various statistical tools such as descriptive statistics which involve mean, median, standard deviation etc., line plots which will indicate the relationship between the variables (Ott and Longnecker 2015). Confidence intervals and the Pareto principle can be used for the evaluation of the replications that are involved in the study, specifically on the value segments(Vardeman and Jobe 2016).
6PRINCIPLES OF BUSINESS ANALYTICS References Collie, A. and Escorcia, F., 2016, September. Breaking Habits, an application of Cognitive BehavioralTherapyforonlinelearningandbehaviorchange.InInternationalSocial Marketing Conference 2016 Societal Wellbeing(p. 126). Crothers, C., 2015. Life style studies in New Zealand: an editorial review. New Zealand Sociology, 30(1), p.3. Levine, M. and Benjamin, C. 2010.Roy Morgan Values Segment. tourismexcellence.com. Available at: http://www.tourismexcellence.com.au/images/stories/pdf/module1/M1_Roy_Morgan_Values_Segme nt1.pdf [Accessed 20 May 2017]. Levy, P.S. and Lemeshow, S., 2013. Sampling of populations: methods and applications. John Wiley & Sons. Lull, J., 2014. Inside Family Viewing (Routledge Revivals): Ethnographic Research on Television's Audiences. Routledge. McKeown, T., 2016. A consilience framework: Revealing hidden features of the independent contractor. Journal of Management and Organization, 22(6), p.779. Ott, R.L. and Longnecker, M.T., 2015. An introduction to statistical methods and data analysis. Nelson Education. RoyMorganResearch.2016.SegmentationAnalytics.Availableat: http://www.roymorgan.com/products/segmentation-analytics [Accessed 20 May 2017]. RoyMorganResearch.2017.AboutValuesSegments.Availableat: http://www.roymorgan.com/products/values-segments/about-values-segments[Accessed20May 2017]. Rundle-Thiele, S., Dietrich, T. and Kubacki, K., 2017. Why We Need Segmentation When Designing Social Marketing Programs. InSegmentation in Social Marketing(pp. 197-214). Springer, Singapore. Vardeman, S.B. and Jobe, J.M., 2016. Statistical Methods for Quality Assurance.