-Analysis example using text mining (TextVoice)-Questionnaire survey on fatigue/fatigue
*MyVoice*
Press release: September 2, 2024
-Analysis example using text mining (TextVoice)-Questionnaire survey on fatigue/fatigue
It is said that in today’s stressful society, more and more people are becoming tired not only physically but also mentally. Initiatives for work-life balance and mental health are increasing, and measures that are in line with modern times are being taken.
This time, we will introduce the text mining tool “TextVoice”* of our* text mining tool* regarding the effective countermeasures against fatigue and fatigue that consumers think*.
We would like to introduce the results of our analysis.
* ■Survey overview*
Survey target: Our survey monitor
Survey method: Internet survey (net research)
Survey period: February 1, 2024 to February 5, 2024
Number of respondents: 9,600 *Of these, 3,542 were free responses. Survey theme: Questionnaire survey on fatigue/fatigue (6th)
Free text question: If there is anything that you think is effective for recovering from fatigue and fatigue, or as a preventative measure, please tell us specifically. (Products and goods, food and beverages, supplements, services and facilities, etc.)
URL: https://www.textvoice.jp/info/case/013.html
■Questionnaire results
First, let’s check how many people actually feel tired and fatigued. Approximately 60% of people of all ages feel tired and tired, and it seems that women tend to feel more tired than men.
Q1. Do you feel chronic fatigue and fatigue in your daily life? ■Text mining results
Let’s take a look at *countermeasures that are considered to be effective* against such fatigue and fatigue.
[Frequently appearing words (synonyms)]
Words such as “sleep,” “bathing,” and “drinking” rank high on the list, and it appears that “sleep” is considered a more effective measure against fatigue.
[Combinations of words that appear frequently]
Next, check to see how the words are linked together.
The word “sleep” appears most frequently, but it appears that the frequency of occurrence differs between men and women.
For men, combinations related to “sleep” are high, and for women, combinations such as “bath” and “warm” are high.
Sleeping for men and keeping warm for women seem to be considered effective ways to combat fatigue and fatigue.
[Characteristic opinions by attribute]
The effective countermeasures against fatigue and fatigue seem to differ depending on gender, so let’s take a look at the
*characteristic opinions* of men and women.
Many women feel that measures such as “eye masks, warming the body,” “honey, lemon, drinks, drinking, vegetables,” “slowing down, soaking, and bathing” are effective, while men feel that “alcohol, drinking, drinking. Many people seem to find the following measures to be effective: “Moderate, exercise” and “Strong, regular lifestyle, number one, sleep, good intake.”
Women seem to think that it is effective to take measures against fatigue and fatigue by doing things that are good for the body, while men think that things that are good for the mind are effective. ■Summary
Many people feel tired and fatigued overall, and it seems that “sleep”, “bathing”, and “drinking” are effective ways to deal with this.
Additionally, women were more likely to think that they would recover physically, while men were more likely to feel refreshed and healed, which meant they would recover mentally.
Many people seem to think that sleep is an effective way to combat fatigue and fatigue, but it may also be a good idea to take other countermeasures, such as soaking in a bathtub or taking proper nutrition.
In addition, women seem to be more likely to take in eye masks and energy drinks when they feel tired, suggesting that products and services that help recover from physical fatigue would be
well-received by women.
On the other hand, men seem to seek refreshment such as alcohol and exercise when they are tired, and seem to prefer products and services that provide relief.
Demand for fatigue recovery products for women and refreshment products for men may increase in the future.
●What is text mining (TextVoice)?
This is a text mining tool originally developed by MyVoicecom. Thanks to the automatic synonym dictionary creation function, you can start text mining with simple operations from the same day. By analyzing free descriptions in questionnaires, inquiry history, word of mouth, etc., you can efficiently discover issues and needs.
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