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Analyzing International Students Mental Health

Does going to university in a different country affect your mental health? A Japanese international university surveyed its students in 2018 and published a study the following year that was approved by several ethical and regulatory boards.

The study found that international students have a higher risk of mental health difficulties than the general population, and that social connectedness (belonging to a social group) and acculturative stress (stress associated with joining a new culture) are predictive of depression.

Field NameDescription
inter_domTypes of students (international or domestic)
japanese_cateJapanese language proficiency
english_cateEnglish language proficiency
academicCurrent academic level (undergraduate or graduate)
ageCurrent age of student
stayCurrent length of stay in years
todepTotal score of depression (PHQ-9 test)
toscTotal score of social connectedness (SCS test)
toasTotal score of acculturative stress (ASISS test)
Spinner
DataFrameas
students
variable
-- View the data in students
SELECT * 
FROM students
LIMIT 5;

The following variables will be analyzed:

Field NameDescription
stayLength of stay in years
count_intNumber of international students for each length of stay
average_phqAverage PHQ-9 test
average_scsAverage SCS test
average_asAverage ASISS test
Spinner
DataFrameas
df_by_stay
variable
-- Group by international student stays, in descending order 
SELECT 
	stay,
	COUNT(inter_dom) AS count_int,
	ROUND(AVG(todep), 2) AS average_phq,
	ROUND(AVG(tosc), 2) AS average_scs,
	ROUND(AVG(toas), 2) AS average_as
FROM students
WHERE inter_dom = 'Inter'
GROUP BY students.stay
ORDER BY stay DESC; 

Being an international student usually means leaving everything behind to pursue a better career opportunity. Aside from the curriculums that require so much dedication, students see themselves facing many challenges that ultimately affect their academic performance due to stress, anxiety, and depression. International students that stayed 10 years had the highest average total score on the depression test (PHQ_9) but showed a lower average score of acculturative stress when compared to shorter stays. This could indicate their adaptiveness to the cultural norms of that state but still feel homesick, leading to higher rates of depression. New students only being a year or two into international living had high average acculturative stress scores, however, this peaked with students 7-8 years into international living.

Current Type: Line
Current X-axis: stay
Current Y-axis: average_phq
Current Color: None

International Students Length of Stay Vs Depression

As seen in the line graph above, there was a slight increase in depression in the first years, however it increased exponentially after the 5th year, reaching its peak at year 10.

Current Type: Line
Current X-axis: stay
Current Y-axis: average_scs
Current Color: None

International Students Length of Stay Vs Social Connectedness

In relation to social connectedness, the average scores are similar, but steadily increased after year 5. The average score for social connectedness peaked at the 7th year with an average score of 48.

Current Type: Line
Current X-axis: stay
Current Y-axis: average_as
Current Color: None

International Students Length of Stay Vs Acculturative Stress

Acculturative stress was present significantly at year 5 and decreased right after, reaching its lowest average score in the 7th year.

Spinner
DataFrameas
df_by_engl
variable
-- 
SELECT
	english_cate,
	ROUND(AVG(stay), 2) AS average_stay,
	ROUND(AVG(todep), 2) AS average_phq,
	ROUND(AVG(tosc), 2) AS average_scs,
	ROUND(AVG(toas), 2) AS average_as
FROM students
WHERE inter_dom = 'Inter'
GROUP BY students.english_cate
ORDER BY average_stay DESC