The state of Karnataka is in the south-western part of India. It was established following the enactment of the States Reorganisation Act on 1 November 1956. In 1973, the state formerly known as Mysore was renamed Karnataka. The name of the state is derived from the Carnatic region. The state's economy has changed dramatically since its inception. Both the state's GSDP and per capita GSDP have grown, indicating a developed and urbanised economy. The state has the strongest economic indicators among Indian states. With an estimated GSDP growth of 8.2% in the 2010–11 fiscal year, Karnataka is one of the fastest-growing states in India(The Hindu, 2011). Karnataka's 2010–2011 GSDP is estimated to be at 2719.56 billion (Bernardo et al., 2010). Compared to other states, Karnataka's GDP and per capita GDP grew at the fastest pace in the last decade. In 2008–09, the most money went to GSDP from the tertiary sector (US $31.6 billion), the secondary sector (US $17 billion), and the primary sector (US $9.5 billion). (Ekonomi & Borobudur, 2009).

Currently, Karnataka has the sixth-largest GDP of any Indian state, while it’s Human Development Index score is the nineteenth-highest among Indian states. Automobiles, agricultural, aerospace, textiles and garments, biotechnology, and heavy engineering are thriving sectors in Karnataka(MSME, 2012). The state contains sector-specific special economic zones (SEZs) for vital businesses like IT, biotechnology, engineering, food processing, and aerospace. The fourth biggest technological cluster in the world is located in Karnataka, India's IT capital. As of October 2020, the country operates 34 SEZs. Karnataka's unique flora and fauna and 320 kilometres of natural coastline make it an ideal destination for nature tourists. The number of tourists that visited the state rose from 214.85 million in 2018 to 228.5 million in 2019(Ekonomi & Borobudur, 2009). Karnataka is also the garment centre of India, accounting for almost one-fifth of the nation's total garment production. Karnataka specialises in a competent workforce.

Karnataka has successfully completed sixty-six years since it was first established. The economy of the state has seen a dramatic shift since its creation. Not only have the state's GSDP and GSDP per capita gone up, but the economy has also become more developed and urbanised. The state has strong economic indicators among Indian states.

However, Karnataka's human and social development may not be as impressive as its other accomplishments(Sri.-C. Mallanna, n.d.). It ranks nineteenth in the Human Development Index among Indian states. According to the 2011 Census Report, Karnataka ranks thirteenth in terms of literacy among the largest states in the nation. However, it ranks thirteenth in terms of female literacy. Although the literacy rate in Karnataka is greater than the national average, the picture of literacy does not match the state's image of progress. According to the 2011 census, the present study examines the literacy rates of all Karnataka districts. The researcher has focused primarily on analysing the literacy rate in rural and urban regions of Karnataka. In addition, the research stresses the differentiating male and female literacy rates in the state's urban and rural districts. Karnataka is situated approximately between 11.5° North and 18.5° North latitudes and 74° East and 78.5° East longitudes.

Karnataka is situated in the south western part of India. Karnataka is roughly located between the latitudes of 11.5° North and 18.5° north, and the longitudes of 74° East and 78.5° East. The state stretches around 191,791 square kilometres and surrounds the western coast of the Indian subcontinent. Karnataka is on the Deccan Plateau, and the Western Ghats and the Eastern Ghats meet there to form the Nilgiri Hills. The length of Karnataka from north to south is around 750 kilometres, while its width from east to west is approximately 400 kilometres. Karnataka has around 320 kilometres of coastline. Karnataka's position within the Indian subcontinent is coveted due to its long length of gorgeous coastline, high, verdant hills, and favourable climate. Karnataka borders the Arabian Sea and the Laccadive Sea. In terms of land area, Karnataka is the seventh biggest state in India, and it shares borders with one union territory and six states. Goa is located north-west of Karnataka. The state has a northern border with Maharashtra. Karnataka is located to Karnataka's northeast, while Andhra Pradesh shares its eastern border. On the map, Tamil Nadu is located on the south-east side, whereas Kerala borders it on the south-west.

The current study research has been composed with the following objectives in mind:

Prior to examining the data, the researcher developed the following hypotheses:

There is no significant difference between rural and urban literacy in the state.

There is a major difference between urban male and urban female literacy levels.

There is no significant disparity between female and male rates of literacy in the state.

There is a major difference between rural male and female literacy.

This report was compiled using secondary sources. Secondary data that has been published or data that has not been published has been considered secondary data. For this investigation, only the most trustworthy sources were used. The statistical data has been tabulated correctly. Statistical testing of hypotheses has also been performed using the proper instrument (t-test). Accordingly, conclusions have been reached.

The literacy rate is one of the most vital socioeconomic indicators in any nation(Manjunatha NK, 2017). Human capital is regarded as one of the most important aspects in quickening the growth process. From this viewpoint, it is essential to monitor the progress of literacy. Human capital is enhanced as a result of an increase in the literacy rate. The following table depicts the state of Karnataka's literacy development.

The data shown in the table above details the literacy rates for the Indian state of Karnataka and the whole country of India from 1991 to 2011 (Final Census Report), as well as the current situation of the gender gap. The details of the table reveal that both the state of Karnataka and the country as a whole have consistently improved their literacy rates. During each census, Karnataka has a higher literacy rate than the rest of the country. Karnataka has a much higher female literacy rate than the national average. When it comes to literacy rates, there is a significant disparity between males and females in both the state of Karnataka and the rest of the nation as a whole. However, the gender gap has been shrinking since 1991. Obviously, this improvement might be deemed quite sluggish. Karnataka, which has a higher literacy rate than the national average, ranks thirteenth among the top 28 states in terms of literacy.

In terms of female literacy, Karnataka is ranked thirteenth. Since 1991, the gender difference in illiteracy has been diminishing in Karnataka and throughout the nation. However, this disparity differs by state. According to the 2011 census, the literacy and gender disparities in Karnataka and its individual districts are as mentioned in the following table.

According to the 2011 census, Table 2 provides a description of the state of Karnataka's and its different districts' literacy rates. This table also displays the overall literacy rate, as well as the literacy rate in rural and urban areas individually. In both of them (rural vs. urban and overall literacy), there are also separate charts for men and women. This provides a comprehensive image of the literacy rates of various regions, such as rural and urban, and classes, such as male and female. This data table also illustrates a few further variations.

According to the information in the table, 75.36 percent of Karnataka's population is literate. This state's rate of literacy is higher than the national average by 1.32 percentage points. The state's literacy rate improved by 8.56 percent, from 67.04 to 75.60 percent, between 2001 and 2011. This decade has seen a decline in the state's literacy rate compared to 1991-2001, when it stood at 9.03 percent. The national literacy rate has improved from 52.21 percent to 64.83 percent over this time period. Thus, the country's overall literacy rate has improved by 12.62 percent.

During the period from 1991 to 2001, Karnataka's literacy rate increased at a slower pace than the national average. During the years 2001–2011, the state's literacy rate declined more than the national average. Karnataka is ranked 13th out of the 28 states in terms of literacy. The analysis of Table 2 leads to the following significant findings:

In every census, the literacy rate in Karnataka and the rest of the nation has increased. In addition, the state of Karnataka has a higher rate of literacy than the national average. However, Karnataka ranks thirteenth among the largest states in terms of female literacy and thirteenth in terms of overall literacy. Which does not correspond with the state's evolved image.

In India and Karnataka, the female literacy rate is lower than the male literacy rate in every census (1991–2011). Also, according to the 2011 census, the female literacy rate is lower in every district in the state than the male literacy rate.

Moreover, according to the 2011 census, the state's rural districts have a lower literacy rate than urban areas. In each district, rural women had the lowest percentage of literacy.

In India, in the state of Karnataka, there is a considerable gap between female and male literacy rates. This gender gap in literacy is lessening over time.

The literacy rate has risen from 67.04 percent in 2001 to 75.6 percent in 2011. Even though the state's literacy rate has increased by more than 8 percent over the last decade, Karnataka still has a long way to go as it was ranked thirteenth out of all 29 states. In 2011, the literacy rate at the national level was 74%. In 2011, 82.85 percent of men in Karnataka were literate, compared to 68.13 percent of females, a difference of 14.72 percent. The equivalent values for India as a whole are 82.1% and 65.4%, a difference of 16.68%. In every district in the state of Karnataka, the gender gap in literacy is an obstacle. Extensive work is necessary to solve this issue.