Reddit mentions of The Random House Book of Poetry for Children

The Random House Book of Poetry for Children

http://www.amazon.com/Random-House-Book-Poetry-Children/dp/0394850106

"The Random House Book of Poetry for Children was recognized upon its publication in 1983 as an invaluable collection--a modern classic--and it has not since been surpassed. Five hundred poems, selected by poet and anthologist Jack Prelutsky, are divided into broad subject areas such as nature, seasons, living things, children, and home. The poems of Emily Dickinson, Robert Louis Stevenson, Robert Frost, Langston Hughes, Nikki Giovanni, and Gwendolyn Brooks populate the book's pages, while Lewis Carroll, Edward Lear, Ogden Nash, and Shel Silverstein ensure that the collection delights even the most reluctant readers of rhyme. Playground chants, anonymous rhymes, scary poems, silly verse, and even some sad strains are carefully indexed by title, author, first line, and subject. With illustrations of cheerful, round-faced children and animals on every page, Arnold Lobel (a Caldecott medalist and creator of the Frog and Toad series) unifies the diverse poems to form a satisfying whole; Lobel can draw anything and make it funny--or poignant, if he chooses. This collection, one of the most varied and complete around, will carry any budding poetry lover through childhood and beyond. (Ages 5 to 11.)"

I'm going to bed.

Your poem is called "Grandpa Dropped His Glasses", by Leroy F. Jackson. It's been in a few different collections over the years, but my best guess is you might be looking for The Random House Book of Poetry for Children.