Thank you all for the help, but it still didn't work. That's what I did.
1. Open up Access, click Text File in Import & Link group of External Data tab (as csv file is text file).
2. Import csv file from hard drive and save the file as "AB_Stock Import Specification" and data type as Text for the column once Advanced... button was clicked.
3. Save a table "AB_Stock" in Access. Checked the data 15E10 in there.
4. Write a subroutine as
DoCmd.TransferText acExportDelim, "AB_Stock Import Specification", "AB_Stock", "G:\Test\AB_Stock.csv"
5. Open up csv file after running the subroutine. 15E10 has been turned to 1.50+11.
It seemed to me interanlly csv treated 15E10 as scientific format during data transaction from other data system. Unless you manually type in the number with text format.
Any thoughts are welcomed. It would be highly appreciated if you could do a small test and let me know your result.