It's funny because, IN THE BEGINNING OF THE GAME, my research path is always the same...pump out the colony ships, but also research to get the bank, manufacturing center, habitat improvement, better propulsion, and trade goods first.
No matter what the scenario, I always get the stellar map and jump onto those yellow stars as fast as I can no matter how long it takes until the map has none left.
To achieve this, I need more range. During my expansion, my planets grow slow and steady in population with the bank, factories, etc.
Research later in the game depends on if I'm going for economy, trade, culture, military, or a combo of those.