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- Creators: Department of Information Systems
- Resource Type: Text
Keywords. Supply Chain Management, Social Responsibility, Sustainability, Economics, Supply Management, Blockchain, Intelligent Technology
Paper Type. Conceptual Paper
1. What does a consumer look for in the music they choose to listen to?
2. What do trends in songwriting show us?
3. How can artists make songs that stand out in an oversaturated market?
In examining songwriting trends, I utilize both secondary research and Python code for a dataset from Kaggle that contains over 5,000 records of Top 100 songs since 1965. To understand the consumer, I observe psychological, sociological, and psychographic behaviors that contribute to their music consumption patterns. To take time factors into consideration, I also consider the implications of our technology-heavy modern world.
Consumers seek male vocalists with noticeable effort exerted and seek to explore themes present in the Urban/Contemporary stage of their lives, which occurs around early adulthood and involves finding love and social acceptance. Consumers also seek familiarity within or immediately surrounding their music due to psychological factors pointed out by author Charles Duhigg. Popular structure has changed over time by becoming shortened due to a decrease in attention span, and lyrics have evolved to focus more on the self due to the increased presence of social media.
My results give songwriters a short, broad reference with which to understand consumers and create music that has a better chance at success and popularity. Though tailored to music, the results can be applied to all art forms, as the end consumer is very similar and the same societal shifts have shaped art for the past five decades. My goal is to inspire the artist that there is room for them in the ever-growing world of music that craves individuality as much as it does familiarity.
What is a “Good Economy”? Analysis of Economic Metrics & Their Political Impact on the United States
Prior research has established a relation between parenting behaviors and symptoms of child psychopathology, and this association may be influenced by both genetic and environmental factors. Gene-environment correlation, or the influence of a child’s genes on the environment they receive, represents one possible mechanism through which genes and environment combine to influence child outcomes. This study examined evocative gene-environment correlation in the relation between parenting and symptoms of child psychopathology in a sample of 676 twins (51.5% female, 58.5% Caucasian, 23.7% Hispanic/Latinx, primarily middle class, MAge=8.43, SD=.62) recruited from Arizona birth records. Using univariate ACE twin biometric models, genetic influences were found to moderately contribute to internalizing symptoms (A=.47, C=.25, E=.28), while externalizing (A=.86, E=.14) and ADHD (A=.84, E=.16) symptoms were found to be highly heritable. The genetic influences for positive (C=.54, E=.46) and negative (C=.44, E=.56) parenting were smaller and found to be nonsignificant. The correlations between parenting and types of psychopathology were examined and bivariate Cholesky decompositions were conducted for statistically significant correlations. Negative parenting was moderately positively correlated with externalizing and ADHD symptoms; the relation between externalizing symptoms and negative parenting was found to be due to shared genetics, whereas the relation between negative parenting and ADHD symptoms was due to the shared environment. The mixed results regarding the role of gene environment correlation in relations between parenting and child psychopathology indicate that further research on the mechanisms of this relation is needed.