MARKET TREND ANALYSIS ON LOCAL RTW SHOP IN LUCENA CITY WITH DATA VISUALIZATION
JOHN SYDNEY CAPONPON | ROSEMARIE VIC DE LUMBAN | JOSHUA LARISMA
Discipline: business and management
Abstract:
This paper analyzes how businesses can use the data effectively using market
trend analysis. To effectively visualize the data, the researchers used various statistical
treatments. Researchers used data visualization to get insights from the acquired
data. The significant difference in sales between kids, teenagers, and adults, as well as
male, female, and unisex variables, was assessed using a one-way ANOVA. The
Independent T-test was then used to determine which factors had a significant
difference. Afterward, two-way ANOVA was used to analyze the connection between
Category and Age Group as well as Category and Gender Group. Then, simple linear
regression was used to display the market trends of the two ready-to-wear stores. The
findings demonstrated the relationship between all factors and identified significant
differences. Furthermore, the researchers were able to forecast each item's sales
trend. All of the items have a positive association with sales, indicating that a large
portion of the volatility in each measure can be explained by changes in sales. The
researchers recommended the businessmen to focus on advertising their items under
the Age Category and the Gender Category. For them to have a delivery system as it
makes more accessible for consumers to buy their products. Furthermore, future
researchers may utilize various forms of analytics in order to have a better
visualization of data and a wider range of visualization as they may develop a more
accurate study and discover new insights that may assist in its completion. To broaden
the scope of research and use larger sets of data and expand the findings and identify
further factors that affects the sales of RTW stores.
References:
- Admin. (2022, January 3). ANOVA formula in statistics with solved example. BYJUS. March 27, 2022, from https://byjus.com/anova-formula/
- Ali, R. (2016, October). The impact of couture (custom-fitted) versus pret (ready to wear ... June 17, 2022, https://www.researchgate.net/publication/341827927_The_impact_of_Couture_Customfitted_Versus_Pret_Ready_to_Wear_garments_on_Customer_Preferences_towards_the_Fashion
- Analytiks. (2020, June 10). Why Data Visualization Is Important. https://analytiks.co/importance-ofdatavisualization/#:~:text=Data%20visualization%20gives%20us%20a,outliers% 20within%20large%20data%20sets
- Banks, C. (2021, January 26). Why is trend analysis important to your business? Analyze. https://analyze.co.za/why-istrend-analysis-important-to- yourbusiness/#:~:text=Trend%20analysis% 20can%20improve%20your,ways%20to%20futureproof%20your%20business
- Base, K. and regression, A., (2022). An introduction to simple linear regression. GCU. (n.d.). Why is quantitative research important? https://www.gcu.edu/blog/doctoraljourney/why-quantitative-re-Searchimportant#:~:text=Quantitative%20stu dies%20are%20often%20fast%2C%20 focused%2C%20scientific%20and%2 0relata-ble.&text=Researchers%20can %20clearly%20communicate%20quantitative,populations%20outside%20the%20test%20sample.
- Emmanuel T W E N E B O A H Senzu. (2017, December 13). Theory of trend analysis. Academia.edu. June 17, 2022, https://www.academia.edu/35421416/THEORY_OF_TREND_ANALYSIS
- Hayes, A. (2022, February 8). Two-way ANOVA. Investopedia. March 27, 2022, from https://www.investopedia.com/terms/t/two-way-anova.a
- N/A. (2018, March 19). How trend analysis is vital for efficient market research. https://www.questionpro.com/blog/trend-analysis-vital-efficient-marketresearch/
- K, B. (2021, December 24). Everything You Need to Know About Jupyter Notebooks. Medium.
- Kerner, S. M. (2022, January 31). What is data validation? SearchDataManagement. Retrieved June 19, 2022, https://www.techtarget.com/searchdatamanagement/definition/datavalidation
- Khafid Badaoui., et al (2012) Clothing Style, Music, and Media Influences on Adolescents’ Brand Consumption Behavior. https://www.researchgate.net/publication/232707186_Clothing_Style_Music_and_Media_Influences_on_Adolescents%27_Brand_Consumption_Behavior
- Knapp, L.., et al (2013) Nonverbal communication in human interaction. Cengage Learning https://www.cengage.com/c/nonverbal -communication-in-human-interaction-8e-knapp/9781133311591
- Kruskal-Wallis H test using SPSS statistics. Kruskal-Wallis H Test in SPSS Statistics Procedure, output and interpretation of the output using a relevant example. (n.d.). February 2, 2022. https://statistics.laerd.com/spsstutorials/kruskal-wallis-h-test-usingspss-statistics.php
- Leonard, K. (2018, October 25). The Role of Data in Business. Small Business - Chron.com. https://smallbusiness.chron.com/roledata-business-20405.html.
- Market Trend Analysis: Request PDF. ResearchGate. (n.d.). https://www.researchgate.net/publication/304985961_Market_Trend_Analysis
- MasterClass. (2020, November 9). Ready to-Wear Fashion Guide: Inside Look at Prêt-à-Porter - 2021. MasterClass. https://www.masterclass.com/articles/ready-to-wear-fashion-guide#what-isreadytowear
- Na Liu, Shuyun Ren, Tsan-Ming Choi, Chei-Leung Hui, Sau-Fun Ng, (2013), Sales Forecasting for Fashion Retailing Service Industry: A Review
- Schneider, D. (2021, June 30). Why is Market Trend Analysis Crucial For Business?
- Similarweb. https://www.similarweb.c om/corp/blog/research/marketresearch/market-trend-analysis/
- SMstudy. (n.d.). How to Perform Market Trend Analysis. https://www.smstudy.com/article/howto-perform-market-trend-analysis.
- Ready-to-Wear. (2013). LoveToKnow; LoveToKnow Corp. https://fashionhistory.lovetoknow.com/fashionclothing-industry/ready-wear
- What is a CSV file? Techwalla. (n.d.). Retrieved January 31, 2022, https://www.techwalla.com/articles/w hat-is-a-csv-file
- Voxco. (2021, October 2022). Quantitative Research. https://www.voxco.com/blog/quantitative-research/.
- Yanrong Ni Feiya Fan, (2010), A two-stage dynamic sales forecasting model for the fashion retail.