The invention discloses a narrow coal pillar gob-side entry end self-expansion reinforced anchoring type anchor rod structure and a method. The narrow coal pillar gob-side entry end self-expansion reinforced anchoring type anchor rod structure and the method are suitable for being used in deep well gob-side entry narrow coal pillars. The narrow coal pillar gob-side entry end self-expansion reinforced anchoring type anchor rod structure comprises a hollow anchor rod, a metal tray, a nut, a stop-grouting plug, a metal porous expansion lock body, a carbon fiber expansible rubber bag, bag passive protection wings, a grouting pipe and a one-way valve body set; during use, the low-pressure grouting is conducted through an expansion end, the carbon fiber expandable rubber bag expands, the bag passive protection wings are unfolded, after slurry in the bag is solidified, the expansion anchoring end is formed, and the anchoring strength of the anchor rod is improved; and the hollow anchor rod is subjected to drilling and high-pressure grouting, so that the mechanical property of the crushed coal and rock mass in the narrow coal pillar is improved, the anchoring length of the narrow coal pillar is increased, the anchor rod supporting effect is improved, stable control of the deep well narrow coal pillar gob-side entry surrounding rock is achieved, and the narrow coal pillar gob-side entry end self-expansion reinforced anchoring type anchor rod structure has the advantages of being economical, reliable, simple in structure and convenient and fast to install.