PNG is a raster format. Resizing a raster image inside the game by changing its scale (or its display size, which also changes its scale) will degrade its quality no matter which format it’s in.
To “fix” this, the image has to be drawn at the size you need it. If you’re using Inkscape, you’re probably working with vector graphics, so you should be able to export a PNG of any size.