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Stuart Armstrong led a room full of the suicide demographic — middle aged, gentle, forlorn looking women — into what he called his "Fancy Dress Shop" experiment: imagine you're in a dress shop and put on the dress that most attracts you.
Our multi centre international survey of over 10,000 unselected chronic cough patients shows a strikingly uniform demographic profile, with preponderance of middle aged and older females [ 25].
Looking at the socioeconomic and demographic variables, most respondents identified themselves as middle aged, better educated, employed, married, or living with a partner.
And middle aged.
I'm middle aged.
Middle aged woman?
Middle aged mortgage-folk.
Today I am middle aged.
Then you're middle aged.
Finally, the participants included in our study were middle aged and older adults of European ancestry recruited in the US, and it is unknown whether our findings could be generalized to other demographic or ethnic groups.
"The process of creating diverse financial institutions has happened too slowly, relative to the needs of the rising middle class and aging demographics," Andrew Sheng, an adjunct professor at the University of Malaya and Tsinghua University in Beijing, wrote in the latest East Asian Bureau of Economic Research newsletter.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com