In its determination to provide food and jobs for Nigerians, and appeal to educated young men to set the pattern for farming, many state governments have re-introduced Farm Settlement Scheme (FSS)/Graduate Employment Scheme once abandoned. One major challenge leading to programme failure in Nigeria is the inability to know the influence of the factors on the participation and constraints of such programmes. This study analysed the determinants of crop farmers’ participation in FSS in Lagos State with the aim of drawing some lessons for future rural development programmes. One hundred and thirty (130) farmers were sampled through two-stage sampling procedures. Data were collected with the aid of a questionnaire and were analysed using both descriptive and inferential statistics such as the logit regression model. Results show that about 67% of the respondents were male and 72% were married. The major constraining factors to participation in FSS were administrative bottlenecks, inadequate capital, and government interference. The logit regression showed that educational level, farming experience, extension contacts and security of land under FSS were the significant variables (P<0.5) that directly influenced the probability of participation of the farmers in FSS in Lagos State, Nigeria. Farming experience is very crucial for the survival of FSS. Therefore, it is recommended that the determinants of participation and constraints to the participation of the farmers be assessed in any rural development programme to know the necessary action against failure. The effort at increasing extension contacts about FSS will further encourage farmers to participate in FSS.