Impact of financial resources on higher education choice in India

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    title (String, 65 characters ) Impact of financial resources on higher educati...
    
    Impact of financial resources on higher education choice in India
    
    log (String, 24 characters ) Edited by Christine Lee.
    
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    value (String, 107724 characters ) <p>With the world’s second largest population...
    
    <p>With the world’s second largest population and sustained economic growth, India is set to rank as the most influential emerging economy over the coming decades. Rising household incomes and demand for knowledge economy workers has fuelled a rapid expansion of HE; between 2013 and 2020 India added a whopping 14 million HE enrolments. To put that in context, with 9 million students in total, Brazil has the world’s fourth largest HE system.</p><p>While growing demand for HE in India is widely acknowledged, little research has been conducted on how students’ socio-economic backgrounds determine which public, private and international options are available to them. To start a process to address this knowledge gap, the British Council commissioned a survey of over 2,700 currently enrolled HE students, spread across India’s six regions. The survey results throw up some interesting findings for HE policy makers and practitioners alike.</p><p>The data show that tuition fees in India are low by international standards, making HE access a realistic prospect for students with relatively limited financial means. Across all India, median annual tuition fees fall within the INR 50,001 to 80,000 (<strong>GBP 500 to 800</strong>) range and only 2% of students are paying more than INR 200,000 (<strong>GBP 2,000</strong>) per year. Some variation in tuition fees is apparent at regional level, with students in the West and East regions reporting slightly higher fees.</p><p><strong>Figure 1: Annual tuition fee ranges for HE students, all India, rupees. </strong></p><p><img alt="" 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"></p><p>Apart from the relatively poor Northeast region, a broadly consistent income distribution was reported across the five other regions of India, with a median household income of INR 75,001 to 105,000 (<strong>GBP 750 to 1,050</strong>) per month reported. It may have been expected that students from the relatively wealthy South and West regions would have reported the highest incomes. Our use of socio-economic quotas (based on asset ownership and education level of household’s chief wage earner) as part of the survey sampling method may have been a contributory factor to this lack of variation.</p><p>Much of the access to poorer and more rural segments of society is provided via the private for-profit sector, but further research is required to unpack this broad category of institutions. A sub-set of for-profit institutions charge high fees and clearly cater to a different demographic. Our study has not explored the teaching quality or labour market outcomes associated with various HE choices, for which there is likely to be wide variation both within and across the public and private sectors.</p><p>Students from relatively wealthy households are quite evenly distributed across institution type (public, private non-profit, and private for-profit) but are concentrated in relatively high tuition fee courses.</p><p>Engineering & Technology - which includes Computer Engineering - was the most popular subject area overall, followed by Education (especially among the mid-tier socio-economic class), and Business & Admin. This contrasts with Indian students in the UK, for whom Business & Admin is by far the most popular subject choice, followed by Engineering & Technology, and Social Sciences. </p><p>Family size does not appear to have a bearing on HE selection based on the survey data. The fertility rate in India has fallen sharply in recent years, standing at 2.2 children in 2018.</p><p>By far the most important sources of funding for HE study is ‘support from family’, followed by ‘loan from an official financial institution’. The latter especially so for students attending public institutions and for students from higher income households. India replaced its government-backed education loans system in the 1990’s with the current system of commercial bank-driven loans. Public sector banks account for about 90 per cent of all education loans in India and charge a lower, subsidised, rate of interest to students.</p><p><strong>Figure 2: Main higher education funding sources, all India. </strong></p><p><img alt="" 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"></p><p>‘Loan from an official financial institution’ and ‘grants or scholarships’ are less significant sources of funding in the Northeast and East regions. Addressing these funding gaps presents key challenge for policy makers in these two regions. In the absence of a government funded student loan system, our survey finds that access to loans for lower socio-economic groups is constrained. The research raises questions as to why scholarships appear to be less available in certain parts of the country, and why public institutions appear to be catering to a relatively high socio-economic student profile. It is also puzzling as to why a larger proportion of students from a lower socio-economic background are studying at postgraduate level.</p><p>There is evidence of significant unrealised interest in study abroad, though our survey only briefly examined this. And student mobility within India appears extensive, with one in five students travelling outside their home state for HE study. In six states, over half of students travelled out-of-state for HE study, three of these states being in the North region.</p><p>With demand for HE set to soar as India’s economy develops and household incomes rise, private providers - including foreign providers - will play an increasingly important role in addressing demand and producing graduates with the right mix of hard and soft skills. While India’s National Education Policy 2020 has signalled an opening up to foreign universities, the low tuition fee environment raises questions about prospects for foreign providers to operate sustainably in the market, given the cost of developing and delivering TNE programmes.</p><div><p>The data certainly raises as many questions as it answers, but hopefully lays a foundation for further research and analysis in this area.</p></div><p>The British Council report ‘<strong>Impact of financial resources on HE choice in India’</strong> is due for release on <strong>29<sup>th</sup> October 2021</strong>. The main findings of the research will be presented via webinar, including a panel discussion and Q&A with policy makers and HE practitioners from the UK and India. Register via the following link to attend the online event taking place on Friday 29<sup>th</sup> October at 10.00 – 11.30 (UK time).   </p><p><a href="https://forms.office.com/pages/responsepage.aspx?id=wXVirt3MRkCyoWJFosyj7CHxf_t3zIhDtlfD27-Kc4NUNjA1VE1KOFJJRU9aTzc1TE5ZQlJUWVM5Vi4u">https://forms.office.com/pages/responsepage.aspx?id=wXVirt3MRkCyoWJFosyj7CHxf_t3zIhDtlfD27-Kc4NUNjA1VE1KOFJJRU9aTzc1TE5ZQlJUWVM5Vi4u</a></p>
    
    summary (String, 491 characters ) While growing demand for HE in India is widely ...
    
    While growing demand for HE in India is widely acknowledged, little research has been conducted on how students’ socio-economic backgrounds determine which public, private and international options are available to them. To start a process to address this knowledge gap, the British Council commissioned a survey of over 2,700 currently enrolled HE students, spread across India’s six regions. The survey results throw up some interesting findings for HE policy makers and practitioners
    
    format (String, 9 characters ) full_html
    
    safe_value (String, 107733 characters ) <p>With the world’s second largest population...
    
    <p>With the world’s second largest population and sustained economic growth, India is set to rank as the most influential emerging economy over the coming decades. Rising household incomes and demand for knowledge economy workers has fuelled a rapid expansion of HE; between 2013 and 2020 India added a whopping 14 million HE enrolments. To put that in context, with 9 million students in total, Brazil has the world’s fourth largest HE system.</p> <p>While growing demand for HE in India is widely acknowledged, little research has been conducted on how students’ socio-economic backgrounds determine which public, private and international options are available to them. To start a process to address this knowledge gap, the British Council commissioned a survey of over 2,700 currently enrolled HE students, spread across India’s six regions. The survey results throw up some interesting findings for HE policy makers and practitioners alike.</p> <p>The data show that tuition fees in India are low by international standards, making HE access a realistic prospect for students with relatively limited financial means. Across all India, median annual tuition fees fall within the INR 50,001 to 80,000 (<strong>GBP 500 to 800</strong>) range and only 2% of students are paying more than INR 200,000 (<strong>GBP 2,000</strong>) per year. Some variation in tuition fees is apparent at regional level, with students in the West and East regions reporting slightly higher fees.</p> <p><strong>Figure 1: Annual tuition fee ranges for HE students, all India, rupees. </strong></p> <p><img alt="" 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" /></p> <p>Apart from the relatively poor Northeast region, a broadly consistent income distribution was reported across the five other regions of India, with a median household income of INR 75,001 to 105,000 (<strong>GBP 750 to 1,050</strong>) per month reported. It may have been expected that students from the relatively wealthy South and West regions would have reported the highest incomes. Our use of socio-economic quotas (based on asset ownership and education level of household’s chief wage earner) as part of the survey sampling method may have been a contributory factor to this lack of variation.</p> <p>Much of the access to poorer and more rural segments of society is provided via the private for-profit sector, but further research is required to unpack this broad category of institutions. A sub-set of for-profit institutions charge high fees and clearly cater to a different demographic. Our study has not explored the teaching quality or labour market outcomes associated with various HE choices, for which there is likely to be wide variation both within and across the public and private sectors.</p> <p>Students from relatively wealthy households are quite evenly distributed across institution type (public, private non-profit, and private for-profit) but are concentrated in relatively high tuition fee courses.</p> <p>Engineering & Technology - which includes Computer Engineering - was the most popular subject area overall, followed by Education (especially among the mid-tier socio-economic class), and Business & Admin. This contrasts with Indian students in the UK, for whom Business & Admin is by far the most popular subject choice, followed by Engineering & Technology, and Social Sciences. </p> <p>Family size does not appear to have a bearing on HE selection based on the survey data. The fertility rate in India has fallen sharply in recent years, standing at 2.2 children in 2018.</p> <p>By far the most important sources of funding for HE study is ‘support from family’, followed by ‘loan from an official financial institution’. The latter especially so for students attending public institutions and for students from higher income households. India replaced its government-backed education loans system in the 1990’s with the current system of commercial bank-driven loans. Public sector banks account for about 90 per cent of all education loans in India and charge a lower, subsidised, rate of interest to students.</p> <p><strong>Figure 2: Main higher education funding sources, all India. </strong></p> <p><img alt="" src="data:image/png;base64,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/></p> <p>‘Loan from an official financial institution’ and ‘grants or scholarships’ are less significant sources of funding in the Northeast and East regions. Addressing these funding gaps presents key challenge for policy makers in these two regions. In the absence of a government funded student loan system, our survey finds that access to loans for lower socio-economic groups is constrained. The research raises questions as to why scholarships appear to be less available in certain parts of the country, and why public institutions appear to be catering to a relatively high socio-economic student profile. It is also puzzling as to why a larger proportion of students from a lower socio-economic background are studying at postgraduate level.</p> <p>There is evidence of significant unrealised interest in study abroad, though our survey only briefly examined this. And student mobility within India appears extensive, with one in five students travelling outside their home state for HE study. In six states, over half of students travelled out-of-state for HE study, three of these states being in the North region.</p> <p>With demand for HE set to soar as India’s economy develops and household incomes rise, private providers - including foreign providers - will play an increasingly important role in addressing demand and producing graduates with the right mix of hard and soft skills. While India’s National Education Policy 2020 has signalled an opening up to foreign universities, the low tuition fee environment raises questions about prospects for foreign providers to operate sustainably in the market, given the cost of developing and delivering TNE programmes.</p> <div> <p>The data certainly raises as many questions as it answers, but hopefully lays a foundation for further research and analysis in this area.</p> </div> <p>The British Council report ‘<strong>Impact of financial resources on HE choice in India’</strong> is due for release on <strong>29<sup>th</sup> October 2021</strong>. The main findings of the research will be presented via webinar, including a panel discussion and Q&A with policy makers and HE practitioners from the UK and India. Register via the following link to attend the online event taking place on Friday 29<sup>th</sup> October at 10.00 – 11.30 (UK time). </p> <p><a href="https://forms.office.com/pages/responsepage.aspx?id=wXVirt3MRkCyoWJFosyj7CHxf_t3zIhDtlfD27-Kc4NUNjA1VE1KOFJJRU9aTzc1TE5ZQlJUWVM5Vi4u">https://forms.office.com/pages/responsepage.aspx?id=wXVirt3MRkCyoWJFosyj7CHxf_t3zIhDtlfD27-Kc4NUNjA1VE1KOFJJRU9aTzc1TE5ZQlJUWVM5Vi4u</a></p>
    
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    value (String, 107724 characters ) <p>With the world’s second largest population...
    
    <p>With the world’s second largest population and sustained economic growth, India is set to rank as the most influential emerging economy over the coming decades. Rising household incomes and demand for knowledge economy workers has fuelled a rapid expansion of HE; between 2013 and 2020 India added a whopping 14 million HE enrolments. To put that in context, with 9 million students in total, Brazil has the world’s fourth largest HE system.</p><p>While growing demand for HE in India is widely acknowledged, little research has been conducted on how students’ socio-economic backgrounds determine which public, private and international options are available to them. To start a process to address this knowledge gap, the British Council commissioned a survey of over 2,700 currently enrolled HE students, spread across India’s six regions. The survey results throw up some interesting findings for HE policy makers and practitioners alike.</p><p>The data show that tuition fees in India are low by international standards, making HE access a realistic prospect for students with relatively limited financial means. Across all India, median annual tuition fees fall within the INR 50,001 to 80,000 (<strong>GBP 500 to 800</strong>) range and only 2% of students are paying more than INR 200,000 (<strong>GBP 2,000</strong>) per year. Some variation in tuition fees is apparent at regional level, with students in the West and East regions reporting slightly higher fees.</p><p><strong>Figure 1: Annual tuition fee ranges for HE students, all India, rupees. </strong></p><p><img alt="" 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"></p><p>Apart from the relatively poor Northeast region, a broadly consistent income distribution was reported across the five other regions of India, with a median household income of INR 75,001 to 105,000 (<strong>GBP 750 to 1,050</strong>) per month reported. It may have been expected that students from the relatively wealthy South and West regions would have reported the highest incomes. Our use of socio-economic quotas (based on asset ownership and education level of household’s chief wage earner) as part of the survey sampling method may have been a contributory factor to this lack of variation.</p><p>Much of the access to poorer and more rural segments of society is provided via the private for-profit sector, but further research is required to unpack this broad category of institutions. A sub-set of for-profit institutions charge high fees and clearly cater to a different demographic. Our study has not explored the teaching quality or labour market outcomes associated with various HE choices, for which there is likely to be wide variation both within and across the public and private sectors.</p><p>Students from relatively wealthy households are quite evenly distributed across institution type (public, private non-profit, and private for-profit) but are concentrated in relatively high tuition fee courses.</p><p>Engineering & Technology - which includes Computer Engineering - was the most popular subject area overall, followed by Education (especially among the mid-tier socio-economic class), and Business & Admin. This contrasts with Indian students in the UK, for whom Business & Admin is by far the most popular subject choice, followed by Engineering & Technology, and Social Sciences. </p><p>Family size does not appear to have a bearing on HE selection based on the survey data. The fertility rate in India has fallen sharply in recent years, standing at 2.2 children in 2018.</p><p>By far the most important sources of funding for HE study is ‘support from family’, followed by ‘loan from an official financial institution’. The latter especially so for students attending public institutions and for students from higher income households. India replaced its government-backed education loans system in the 1990’s with the current system of commercial bank-driven loans. Public sector banks account for about 90 per cent of all education loans in India and charge a lower, subsidised, rate of interest to students.</p><p><strong>Figure 2: Main higher education funding sources, all India. </strong></p><p><img alt="" 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YJyuSzpUiqV8Be/kEkSsoQw9wff+zO8/YEae3v7kvZTalfuT9o6pje9WQOsAdbA4xpoNF789CVRg5ZwjtaaewFylQ6x3WP0+12kfHZoNdNYXLQMz9Gy+dNod3vIJwPQqXVYDu/gYXzq1E8QWnXD5Qli3buEKe0UfLEMPBYDpmbmcXDe+brw+MRtwkt43W5X8qXT6eBv3tNKFrS+84Mf4b0vZnF+XpO8r6/Dl/uUvqZpTnPWAGvgTa+Bfv/FLy8latAC+ihk45jRqaHSzcLptEOrUmLBtoz8/i4sM1rcHpPBbLFCK5+AUjePzMHp/etmDXo42ErAYXchsXM4fPeieW7uhWe0nkhdEn7Dc7QkxOauKEABClCAAtdUQOSgBfTadWwnIzAZDdBqdZi3LmEnX0Sv38FeJoaFaR0UCiV0U3NYS2yh/uCipRB+vp1GfCODs0YX3eY5NpNxeD0eeHzCOVpHlzpH63W5M2i9LnnulwIUoAAFKHB9BEQPWkJX+70uqmcnKBSKOK818PANg8IV4IXbj46OcHxyjk734YuGAAZ9NBsNNJqtR1eG77abODk+xskZ33X49En2wkuH79+cQ6Px4ifqXZ9y5JFQgAIUoAAFvlkCkgStbxbZ5XrDGa3LOXErClCAAhSgwDdZgEFLpNFl0BIJls1SgAIUoAAFRkiAQUukwWLQEgmWzVKAAhSgAAVGSIBBS6TBYtASCZbNUoACFKAABUZIgEFLpMFi0BIJls1SgAIUoAAFRkiAQUukwWLQEgmWzVKAAhSgAAVGSIBBS6TBYtASCZbNUoACFKAABUZIgEFLpMFi0BIJls1SgAIUoAAFRkiAQUukwWLQEgmWzVKAAhSgAAVGSIBBS6TBYtASCZbNUoACFKAABUZIgEFLpMFi0BIJls1SgAIUoAAFRkiAQUukwWLQEgmWzVKAAhSgAAVGSIBBS6TBYtASCZbNUoACFKAABUZIgEFLpMFi0BIJls1SgAIUoAAFRkiAQUukwWLQEgmWzVKAAhSgAAVGSED8oDXoo1E7R6lYQKEgLEWcVevoDYBBv4d69QzlUgmnZzV0e/37dA/uU6mcoNHqYPAAtNtuodFsott/eMv1lWbQur5jwyOjAAUoQAEKSCUgetDqtc4Q9jigGJ+AUqWCSqWDbz2JWruN/Z0kLHMGqNVq6A0LWN/YRqPTxUkhj0jQD49nFevxNI7Pmxj0WtjdTGIjtYlauyeVz0vvh0Hrpel4RwpQgAIUoMA3RkD0oNU43sW0SoYbtyZhdzrhdLqR3Mrh7PgAtrkpjN2Tw7S4CNXkPaimFrC9f4Sw14VZowkryy7MzMwjkMjhtLgHt8MB33oaLWE67Jp/MWhd8wHi4VGAAhSgAAUkEBA5aA1Q2o5AJZ/EpG4evkAAG5u7qDbbOMqEoFGqYPOn0O52sZfwQa/RY8UfhtVshH7Bic10dHibyRlEfM0Hh8uDfLkqAcur74JB69UN2QIFKEABClBg1AXEDVqDHjIBJ774+CN8fnsCOr0WSs0UvOsbCHttUChVCGQKw3OwTvNJGNQqmGzLWHZZMW00w7u6jBnDHBZtLjiHs1kpnJ5X0Wi20B9c71ktBq1Rf2jw+ClAAQpQgAKvLiB60MpurGFu1ghPKIa9XBbO+SmodTMwGHSQqVQI7RwPg9bZfgp6xSRmLR7s7e4g5PNiedmDYDAIp90Oi8UGjz8E3+oq/KEIcodlPDh1/pkKnU4HtVoN1WpV0kWA/X9/rcS3vvtDSZZvf/8t/OoTPYrFsqT9lNqV+5O2julNb9YAa4A18LgG2u32MzPH1/1Q5KDVx/lpBcVSGc3hCewDZNeXoZKrcO/eBOTCjNZm6VHQMqiUMDnX0Ox0UTs7QbFQxO5mAk67A1bL4jCwma1OmIwGWJd8OG8/P2q1Wi1UKhWUy2VJl1KphL/4hUySkCWEuW9/7y28/YEae3v7kvZTalfuT9o6pje9WQOsAdbA4xpoNBpfl6WeeZuoQWvQayObjmFtPYbjWlu4ngM2gy5o1HoYjXPDc7Rcazvo9Qc42gxjSqPDUmgT3QevCnZb54gEVuBc9iLkcWBKOwVfbBOrFgOmZuZxUO0+s3PCD/v9PoQEKgQuKZdms4mfvKuRLGh95/s/wjufG3ByciZpP6U05b6krWF605s1wBpgDTxZA73ei1/1QNyg1e8gHV6GSiaDcdGFYMCLGZ0W8xY3srubmNcpcWdcjWWPBzMaOWQqAzb27r+UCPRR3E3BYXcgktnD0XYM8zOzWPKG4DDNwGh24Lj54h1+bjK7og14jtYVQbIZClCAAhSgwAgLiBq0BJfGWRHhVRf0Gg00Gi3mFl3YzBXQ67WwFQ9iSqWATCaHQqXH6toGqq0Hs1T9DnYzCYQjCVRqbbTrJ0hGw1hecmPJvYqNzb1HM1/X0Z9B6zqOCo+JAhSgAAUoIK2A6EFL6E6nVUfhYA/bO7s4Pq3i4YXd+902jouH2N7cwv5RCc32hZcC+z1Uz8+GV5F/uH27UcVhPo/DYgXt7vPPz5KW8sm9MWg96cHvKEABClCAAm+igCRB602EZdB6E0edfaYABShAAQo8KcCg9aTHlX3HoHVllGyIAhSgAAUoMLICDFoiDR2DlkiwbJYCFKAABSgwQgIMWiINFoOWSLBslgIUoAAFKDBCAgxaIg0Wg5ZIsGyWAhSgAAUoMEICDFoiDRaDlkiwbJYCFKAABSgwQgIMWiINFoOWSLBslgIUoAAFKDBCAgxaIg0Wg5ZIsGyWAhSgAAUoMEICDFoiDRaDlkiwbJYCFKAABSgwQgIMWiINFoOWSLBslgIUoAAFKDBCAgxaIg0Wg5ZIsGyWAhSgAAUoMEICDFoiDRaDlkiwbJYCFKAABSgwQgIMWiINFoOWSLBslgIUoAAFKDBCAgxaIg0Wg5ZIsGyWAhSgAAUoMEICDFoiDRaDlkiwbJYCFKAABSgwQgKSBq1+r4tOp4Nef3CfaDBAt9NGo9FAq91Bf/Dgdty/vdlsotvrPeLs93rodrt4ePdHP7iGKwxa13BQeEgUoAAFKEABiQUkC1qDfge5VASrqwHkyzUAfZT2d+C2LkCn1WJ2wYbkdh7tXg/nx0fYiIbh9fmRSG/jrN6GcP+D7BYymzuotfsSM7347hi0XtyM96AABShAAQp80wQkCloDnB7tQHvnE7z7yR2sbZXQqZWwZDHizp170E9PYXzsDrSzFuSKZcSDKzAa52G3WzFjNGM9s49a5RAepwOeYAKNDoPWt777Q1xcvvODH+H9m3NoNFrftBplfyhAAQpQgAIjKyBJ0GpXy/A5TPjwV2/jgy8mhkGrtL0OrVIJ80ocjXYbO5EV6NR6rIaisC0aMWVyYjMdhV6jg3lpDaloEHbHMrKFs5HA5ozWSAwTD5ICFKAABSggqoDoQWvQbSIT9kCvnYJ8/B4m5dph0Npcc0GhVMGfKkA4M+s0n8SMRg2zbRlOmwlTcxaEQz4Ypmdgsi3B5XTAG04PZ7Men8slqs0rNc6g9Up8vDMFKEABClDgGyEgbtAa9FHY3cCsXgerOwj/0iIUivtBK+GzQqZSIbRzPAxaZ/sp6BWTmLWsYHsrjdVlN1wuN1Z9fjjtdlisNqwGwwj5fViLbuCwfLmZLeHkeeFk+3q9LulSq9Xx179RP/Hy3sWX+q56/dvffwu/+Wwax8cnkvZTalfuT9o6pje9WQOsAdbA4xoQ3tD3ol+iBq3WeRG2GRU+/eI2Fl2rMOll+PTTL2Be3UBgyQS5SoXgVvlR0JpWKTDvCA5fSqyUjpDdzSG7uQGXww7rogULc3MwzptgNBjg9Kyh1nn4LsXf323hnYuVSgXlclnSpVQq4ce/kEkWtP7ge3+Gtz9QY29vX9J+Su3K/Ulbx/SmN2uANcAaeFwDQuh80S9Rg1a1mMW8ToHPbtyCQqnE5x+8g5/97O8wMe2Ed8kKtUqNlegehFPbyztRTGt1cPrT6D7IT/1OHYmQF44lD/xuO6a0U/DFMvBYDJiancdhtfvc/gozWkLYEma1pFyEwfjrd17PjJaU/eS+pK0retObNcAaYA28vhq4djNanWYV+ewWotEoopF1zGnG8fHHn8O0EsfhbgqzagXGlTMIR6OwzGgxqZxCLFsaznABAxzvb8Jpd2BtYwf5dBiz0zNYDkbhMs/AMG9FqfH4GlvPTVwSb8BztCQG5+4oQAEKUIAC11BA1BmtJ/s7QDYegNlsQyp/gkG3gY01D5QT45iYnMSkTAmndx2njfb9u/XbyKZiCAQjKJ410TovIRL0wel0we5wIbKxjet8OS0GrSdHn99RgAIUoAAF3kQBCYMWUDst4+DgcHgBUgG706pjf3cLkfUIMjt7OG+0HsxmCdcz7eK0cozjyhl6wkuJgwHqZxVkt7ewmz9Co/38lw1f54AyaL1Ofe6bAhSgAAUocD0EJA1a16PL0hwFg5Y0ztwLBShAAQpQ4DoLMGiJNDoMWiLBslkKUIACFKDACAkwaIk0WAxaIsGyWQpQgAIUoMAICTBoiTRYDFoiwbJZClCAAhSgwAgJMGiJNFgMWiLBslkKUIACFKDACAkwaIk0WAxaIsGyWQpQgAIUoMAICTBoiTRYDFoiwbJZClCAAhSgwAgJMGiJNFgMWiLBslkKUIACFKDACAkwaIk0WAxaIsGyWQpQgAIUoMAICTBoiTRYDFoiwbJZClCAAhSgwAgJMGiJNFgMWiLBslkKUIACFKDACAkwaIk0WAxaIsGyWQpQgAIUoMAICTBoiTRYDFoiwbJZClCAAhSgwAgJMGiJNFgMWiLBslkKUIACFKDACAkwaIk0WAxaIsGyWQpQgAIUoMAICTBoiTRYDFoiwbJZClCAAhSgwAgJiB60+p0m9rYSsJrmMGNcQDCWwVm9DWCA09I+Ast2GAwGLDpWsLNfRKffR+PsGJvJOALBNWzu5FFvdYFBD8X8LnayOdTa/WtPzKB17YeIB0gBClCAAhQQXUDcoDXo42gnAaNehbFxGRTyCdwZ18ATzqBZr8DrNOHO7duQyWW4fes2phecODg+QSrix5zRCJNpAcYFK+I7BTTOi/AuObHsjzJoffeH+NZTy3d+8CO8f3MOjUZL9KLhDihAAQpQgAIUuJyA6EGrkNtCKBTG7lEFtZM8pmUyaPQ2ZLdi0KmUMDrDOK/VkAq4oFHr4V9PwG6Zw7TJgc1UBHqNHovLEWxthGG3u7G5X7lcz17zVpzRes0DwN1TgAIUoAAFroGAuEFLeIGw30ev10X19BiZmB8amQKLjgCiQReUSjV8yUMMAJzsbWBGq8WifQV2yzz081bEIkFM6w0w2dxwu5zwhDbQ6Fz/lw2FcWXQugbVzUOgAAUoQAEKvGYB0YPWsH/9LnbTEegnv8LHn92C3RfDmscCmUqF0M7xMGid7acwpZTBaFlBOhmHy+GA3eHA0rIHDrsdFqsd3lAU0fU1xFNbKJ/WLkXXbrdxenqKSqUi6XJ8XMFf/lL+Oy/xPf2S31V9/+3vv4VffKTFwcGRpP2U2pX7k7aO6U1v1gBrgDXwuAaazealssfFjaQJWoMeykd7iIa8MKgV0BrMWJgzQC4Ere3yo6A1rZJj3h5AtdFAYT+HdGYTW+kEXA47LIsWWBbNWDCZMT83j5VAFI2uMBf27K9WqzUMHuVyGVIupVIJP/6FTLqg9b238PYHauzt7UvaTylNuS9pa5je9GYNsAZYA0/WQL1ef3bo+Jqfihq0Bv0ODnLb2NzOotrqAegjE3BAIddAq5uCSqmGJ56H8GLg8W4cBq0WDl8SnQf5qd9tDk+Md7iWseqyYUo3BW8khZXFGUwbTTiqdb+mS0/eJLyE1+/3JV96vR5++ludZEFLOBn+t18aUas1JO/r6/DlPqWvaZrTnDXAGnjTa0DIFC/6JW7Q6rWxEXRBq9FiZW0D+b0sHHN6qLSzCIaCMKjkUE5bkdnZgcdihFypR3jzaDjDNbz8w1EWSw4HAtEMsokAZqYM8EL9ORMAACAASURBVKzF4V6cgWFuEcX684PWi4Jc1fY8R+uqJNkOBShAAQpQYHQFRA1aQlg6OcrCaZ6FXKaARq2BRmuAL5xEtXaGiNeJibExTEzKcO+eDIsuP0rVB5cn6HeQ3YjA4w3ioFJD4+QQwVU3bDY7FhetCERSaPZePFlKNVQMWlJJcz8UoAAFKECB6ysgctAS3nXYw2n5ELFwEJ5VP9LbedSbnaFIo3qCzUQEnuUVrEVTKJ1W0X+YnfpdHBcLOCoeoyPcOOjh9LiATHIDmZ09nNWv9/WiGLSub9HzyChAAQpQgAJSCYgetKTqyHXbD4PWdRsRHg8FKEABClBAegEGLZHMGbREgmWzFKAABShAgRESYNASabAYtESCZbMUoAAFKECBERJg0BJpsBi0RIJlsxSgAAUoQIEREmDQEmmwGLREgmWzFKAABShAgRESYNASabAYtESCZbMUoAAFKECBERJg0BJpsBi0RIJlsxSgAAUoQIEREmDQEmmwGLREgmWzFKAABShAgRESYNASabAYtESCZbMUoAAFKECBERJg0BJpsBi0RIJlsxSgAAUoQIEREmDQEmmwGLREgmWzFKAABShAgRESYNASabAYtESCZbMUoAAFKECBERJg0BJpsBi0RIJlsxSgAAUoQIEREmDQEmmwGLREgmWzFKAABShAgRESYNASabAYtESCZbMUoAAFKECBERJg0BJpsBi0RIJlsxSgAAUoQIEREhA9aA16HZT2s/CtuLBotSMUS6Fy3gAwQO20hMSaDzabDSv+MA5KJ+gNBmjVz7C7lUYkGsPufgHNTg8Y9FApHCC/f4h6p3/tiRm0rv0Q8QApQAEKUIACoguIHLT6KO9vwmLUY3xiEnKFDGN3J2H3rOP0vIKQx46Ju3chU8gxNnYP8zYPimfn2N4Iw2IywWJZxKJtCem9Mlq1Y4RWV+ANxlFrM2h967s/xMXlOz/4Ed6/OYdGoyV60XAHFKAABShAAQpcTkDUoDXotZEMuWGYmcVaMotSIQ+zXo67ch0CoQCm1EroTSs4KBwhtGSGSqVHKJ6CyzqP6QU7UokwprRTsK3GsZuJwmF3IbVbxOByfXutW3FG67Xyc+cUoAAFKECBayEgbtDqd1E8yGF3bx8N4eW+QRdBhxGTSg3mTQtQKdVYTewPg1NlN44ZrRZWpwfWxTno523YiK9hSjeNBdsyPG4Xlv1RVFu9awH3vINg0HqeEH9OAQpQgAIU+OYLiBq0nuQboF45wOKsHrOLS1h2mSFXqRDaLg+D1tl+ClNKOYyWFSSiYVgsFlitNtgcS7DbHbBa7fCtxZBMxJHezuG01nyy+d/zXafTQbVaxdnZmaTL6ekp/upXiide3rv4Ut9Vr3/7+2/hlx/rUCiUJO2n1K7cn7R1TG96swZYA6yBxzXQar346TkSBa0B6mclBFfsMMxbkNotIO6zfU3QksFo8+Ps/Bz57Bbi8STSyThcDjusi1bY7XYsWqxYXLQgEEmi2Xv+i4gCSqVSQblclnQplUr4i1/IJAtaf/C9t/D2B2rs7e1L2k+pXbk/aeuY3vRmDbAGWAOPa6DREN7M92JfogetQb+HylEO3iUb5kw2xLfyaPcG2Fl3Q6VUwfvwpcNcAgatFrbVBB6e6y6c47UVX4PduYRlhxXT+ml41hJwL87AMLeIYr373N72+30Is1pSL+12G3/znlayoCWcDP/ujRmcnVUl76vUttyf9PVMc5qzBlgDrIEOhEzxol/iBq1BH8cH27DM6KFQTyMYS6N8copavYFSNj58qVA4Gf6wWMT6igVKpQ7B1AEedqNazmPZ5cBqeAObEe8waK2uJ7G8OINpowlHtecHrRcFuarteY7WVUmyHQpQgAIUoMDoCogatPrtGtacc3j37/8d3v3wM8iVSqhUKizYVrCzm0NgaRF3vvoKE5OTGLtzF0bLMg5PH0zL9TvYSYSx5F5FrnSGWjkPj8sOk9mC+bl5eIIxNLrPf+nwdQ0Ng9brkud+KUABClCAAtdHQNyg1Wkgm4rCZl7A/Pz8o2VpdQ2H5XOcV44Q8a9g0WSG2xvCfvH+BUuHPP0Oigf7yO8Xhi81DvodlA/zSEQjSKS2UD6rXx/FrzkSBq2vQeFNFKAABShAgTdMQNSg9YZZPtFdBq0nOPgNBShAAQpQ4I0UYNASadgZtESCZbMUoAAFKECBERJg0BJpsBi0RIJlsxSgAAUoQIEREmDQEmmwGLREgmWzFKAABShAgRESYNASabAYtESCZbMUoAAFKECBERJg0BJpsBi0RIK90OzZeR0uTxxjSrsky4JtDYeFkwtHwFUKUIACFKDAswUYtJ7t89I/ZdB6abpL33E7V8C/+du7+If/5Z9Lsvzxn34MTzBz6ePjhhSgAAUoQAEGLZFqgEFLJNgLzaa3D/Anf/65ZB9z9N/8y1/C7tm4cARcpQAFKEABCjxbgEHr2T4v/VMGrZemu/QdGbQuTcUNKUABClDgNQkwaIkEz6AlEuyFZhm0LmBwlQIUoAAFrqUAg5ZIw8KgJRLshWYZtC5gcJUCFKAABa6lAIOWSMPCoCUS7IVmGbQuYHCVAhSgAAWupQCDlkjDwqAlEuyFZhm0LmBwlQIUoAAFrqUAg5ZIw8KgJRLshWYZtC5gcJUCFKAABa6lAIOWSMPCoCUS7IVmGbQuYHCVAhSgAAWupQCDlkjDwqAlEuyFZhm0LmBwlQIUoAAFrqWAZEFr0O+gcHiIo0IZvQcUrfoZdtIJ+Lw+RBIZHJ/V0B8M0G3Vcbi3g41kGgfFCjq9AYA+zislFApFNDr9a4l58aAYtC5qiLPOoCWOK1ulAAUoQIGrE5AkaPV7bRzuJKBVamBxr6E1AAadGmLBZSgmJyCTyzE+LofVHUSlWsdeJg6X3QabzQan24vs4Qk6zTNEgz4E1hKotR9GtauDuOqWGLSuWvR322PQ+l0T3kIBClCAAtdLQPSg1W/Xsb2xhinFHfzs5+9AObuM5gCoHm1iRqOEctqC9NYW3CYDFKopRFJbcNtNMCzYkYiGMKWbhtOfxP7OBhx2J2JbB+gLE1zX/ItBS/wBYtAS35h7oAAFKECBVxMQPWh1G6eIr/lgnpvGp5/cgvpB0NqNeaBWqeGJ5yG8EFjOxmDQ6mBf8sJiNkK/YEd6Yx1TWj0WbCvwrrixtBrGaaPzaj2W6N4MWuJDM2iJb8w9UIACFKDAqwmIHrQGvQ5q1RpOCzuYUqiheRC0kn4b5CoVgttlCBNUZ/spTKsUmLMsI7Lmw/z8PBbNZpgWbbDbHbDaHPCvJ7CVSSObP0S91b1Uz7vdLur1Omq1mqRLtVrFX/9GJdkHHn/7+2/h159OoVQ6lrSfUrte3F84toV/+WcfS2b8T/7Xv8e8fe2N8b1ozXVpnz/oTW/WwPWsgU7nxSd7RA9aD9NQ53z/iaC14bdCplIhtHP8KGhNKSZhtHpRqRxjJ5PEWjiCZCIGl8MOi8UKl9sNu90Ou92JyMY22pc4J77VaqFSqaBcLku6lEol/MUvZJKFgG9/7y28/YEae3v7kvZTateL+/MGE/gX//cHkhn/0T//d5g2ed8Y34vWXJf2+YPe9GYNXM8aaDQaD2PNpf9/bUFrK7wEpVIFX/JwGLRO9jYwo9HAuhJ7HKD6XeRS67DZnXDZLJjWG7ASjGLJPIOZeStK9eefFN/r9SCErWazKekiDMb/945ashDwne//CO98bkClcippP6V2vbi/6EYWf/zWJ5IZCzNaJuf6G+N70Zrr0j5/0JverIHrWQPCq2Qv+vXagtZxNgadQoE5ZxjVRgOZtSWolFr4EnvDc7aEjjROj7C65MBKIIpkaAVTuin4Yhl4LDOYmp3HYfXFO/yiQC+7Pc/Relm5y9+P52hd3opbUoACFKDA6xF4bUGr1ziGx2rEzS9uYkImx+2vvoJ+zo78ce2+RL+DnXgIdocbO4cnOC9k4bKaMb9gxqxhBq7VNdQ61/fthwxa4hc0g5b4xtwDBShAAQq8moBkQavfPsdGNI54Kof781B9VI5yWHUsQq/TY8Hqxna+iO7Dazf0Ozjc28XObh7Nbh8D4VpceztYDwUQjiVxeHz+aj0X+d4MWiIDA2DQEt+Ye6AABShAgVcTkCxoPeswhVAyeIHJqRfY9Fm7FfVnDFqi8g4bZ9AS35h7oAAFKECBVxO4FkHr1bpwPe/NoCX+uDBoiW+8mT3CmNqFX31uFH357c15OFbiaDRa4nfsmuxBeJ44O6shv19Ebq8g+iLs5/y8BmG//KIABaQRYNASyZlBSyTYC80yaF3AEGl13raGP/pnP8e//4/+tejLf/SP/xQ/+bUCpfKpSL25fs22212Y7Wv4tz+/h//rL2+Jvvz47+7B6gqj233+O7avnxaPiAKjKcCgJdK4MWiJBHuhWQatCxgirRotQfzgf/wbSS6h8R/8Z/8af/n3kyiWTkTqzfVrVpi9e//LGfyDH7yFf+8//VeiL//JH/4In9yeQ7v94hddvH56PCIKjIYAg5ZI48SgJRLshWYZtC5giLTKoCUS7INmhaD13g0D/uN//KeShNnvfO/P8NEt4xsVtITnYmEGTwiXUiydThf9/iWupi1uabH1ayTAoCXSYDBoiQR7oVkGrQsYIq0yaIkE+6BZBi1xfYXWS5VzTJuDeOeGUZJlUudGNlcQv2Pcw8gIMGiJNFQMWiLBXmiWQesChkirDFoiwT5olkFLXF+h9cTmAX74b2/iP/zP/0yS5b//338N+3JU/I5xDyMjwKAl0lAxaIkEe6FZBq0LGCKtMmiJBPugWQYtcX2F1qOpPP7Fn0r3UV1/9L/8HGZnWPyOcQ8jI8CgJdJQMWiJBHuhWQatCxgirTJoiQT7oFkGLXF9hdYZtMQ35h6eLcCg9Wyfl/4pg9ZL0136jgxal6Z66Q0ZtF6a7lJ3ZNC6FNMrbcSg9Up8vPMVCDBoXQHi1zXBoPV1Kld7G4PW1Xp+XWsMWl+ncnW3MWhdneXva4lB6/fJXN3tvV4frVYHzWZbkkV4Z+coXXOXQevqau2Jlhi0nuAQ5RsGLVFYn2iUQesJjiv/hkHrykl/p0EGrd8hudIbhMCTzOQxrnHi49sLkix24RMkmu0r7YeYjTFoiaTLoCUS7IVmGbQuYIi0yqAlEuyDZhm0xPUVWmfQEte43x9AN+fFf/3P/w7/4A//XJLlr3+jRrlSFbdjV9g6g9YVYl5sikHrooY46wxa4rhebJVB66LG1a8zaF296dMtMmg9LXK13wsXZ53ULeEf/bc/luSiu9/67g/xpz+5h2L5/Go7ImJrDFoi4TJoiQR7oVkGrQsYIq0yaIkE+6BZBi1xfYXWGbTENWbQer4vg9bzjV5qCwatl2J7oTsxaL0Q10ttzKD1UmyXvhOD1qWpXnpDBq2XprvUHRm0ns/0WoNWr9NEYX8XiXgc27l91JptDAD0u22Uj/axtbWD0kkVfeFGDNA4P8XxcQXNzvX/HCkGrecX36tuwaD1qoLPvz+D1vONXmULBq1X0bvcfRm0Luf0slsxaD1f7rUFrUGviXTED61SDplcjkmZCku+CM4aLRxl0/C4XXA6XVjxrSFfPkevXUMysoa1yAaq7d7ze/aat2DQEn8AGLTEN2bQEteYQUtcX6F1Bi1xjRm0nu/72oJWvZSFUafEuGoGofV1mKZUkKmmEd/KwuM0wzBvRTQcwLTegKVQBsW9DBw2B8LJHHrDGa7nd+51bsGgJb4+g5b4xgxa4hozaInrK7TOoCWuMYPW831fW9DaS3ihUamxHM1BeCGwtB2BQaeHc9mHRdMsdAsObKWj0Gt0mLetIrDqhnM5gHJ1NK6dwaD1/OJ71S0YtF5V8Pn3Z9B6vtGrbMGg9Sp6l7svg9blnF52Kwat58u9tqCVDNghV6oQ3CoNz8s620/BoFJi3rqMkH8FM7NzsFjMMM6ZYbU5YLM54F/fQC63i4PCMdrdy52n1ev10Gq10Gw2JV0ajQY+GTPhv/gffiLJ8k//5BcYU9lwenomaT+ldr24v/RWHn/1S7kkvsI4/qsff4llf/KN8RWsrUth/MmPPpbE+L/6Zz/Db7+YxsFh8Y0xFh6vt+WL+O/++G1JjP/p//Y2xlVWnJ9X3xjjeCqH/+ftCUl8heeJ/+PffAqnJ/LG+NbrdUwvrOJ//j/flcz47Y/0ODgqvxbjbrf7/GT11BavLWglfFbIVCqEdo4fBS29YhKzVi9KpQJSiSh8/hBi0QhcdjusFhuWPatwuVxYcnuwsZlD9xIvIQq/LCqVCsrlsqRLqVSCN5iAXO+UZNEa3QiuJ1EoFCXtp9SuF/eX29uH3R2WxFcYxwWbH+nN3TfGV7DeSG/DuOiVxFhlcMHjj+Lg4PCNMRYer4G1DWhnlyQxFvYTWt9AsfjmPE9kd/OwLq1J4is8T8xZvEhldt6YGhZ+10UTGUwvrEhmvLQawcHh0WsxFoLli369tqCVCbmgUKrgTxeGQes0n8SMRoNFdwSt3gDCdGSv28ZeJga73QGHdRGGqRksedfgMM3AaHLguPn8k+KF9CnA1Go1LjRgDbAGWAOsAdYAa+Cla6DT6bxozsJrC1ql7XVoFQqYhc8sareRja1Co9LBE93Fw/jUqpbgX3bB7QsjHnBjSjsFX2wTqxYDpmbncVB98Sm8FxbiHShAAQpQgAIUoMBLCry2oNWpFuFcmMatW2PQT01j8u4Y1IZF7BQfXFa/30UuFYHdsYR0voSTg03YTAsw25xYMBpgc/tw3r7ceVovacO7UYACFKAABShAgVcSeG1BC4MejnIZOBZmh+8+FC7nkNjKo/XwJPd+B/vZbaQ3s6i1e+i1G8htpRHweRFYiyB3eDx8t+Ir9Z53pgAFKEABClCAAiIKvL6gJVzrfdBHu9VErVpFo9lC7/4l4B90dwDh/KpOtzc8h0u4sd/rotlooNlqoz+4xJnwIsKxaQpQgAIUoAAFKPA8gdcatJ53cPw5BShAAQpQgAIUGGUBBq1RHj0eOwUoQAEKUIAC11qAQetaDw8PjgIUoAAFKECBURZg0Pqd0RugUT3FdioOr2cZq/4QtnKHqLde/NoZv9P0S94w6HdQLBRRKJ88Ol/tYVOdVg27m0n4/EFs7x2hc60/CLKPk8IBtreyOKk2H3ZB9P8H3TaO9rbh9/mGF7qtdx5eQET0Xb/WHXSadezvbiLoX8WKx4dEegentSaE0xs7jSoKhQJOzi9/8b1+p4n9fA65g8JL1Vm3VUepUETlpPZEHbdqp8hld3FYOn3idqnx+p06cttJrCy7sbS0NFwePv4br/Hx/3UO3VYN+7u72D8sXerCzV/XxrNu67aqwzHJj9ibjgb9HqqnZaQTEayuuLHqC2Ize4Bas31ltdWsngwfO+eN0fg4uK8d50EPxYNdbO9kUW1J93zYrp8Nf7f6/GvYPRCndr+2v6/5RgatpwagdV6C322FQi6HWqWCSqWESmuAdz2FWuv1XLerfX4Ii8UCmzf61AdqD3C4HcWUchx35XqEkztoXeZy+U/1WbJvBx0kfUuY1hmRzJUl2221sItFgwY3v5rESjCB89c0jpJ1WHjjSLuGZNgLvVoJpUo1rGWlUgPbchDF0xqOtmKwmC2IbB1c+rC61RKcNhNMLh/OX+LJuZxLwWayIBTP4eL7Xk7201iYncNyaFOU0HDZDnbOD7E4q8ZHn34OmUIJlUo1fB5QaAwIJbaHF1K+bFtib9eo7MOxMAfHchgNEf646tQrSERjSG7tP7quodh9euX2Bz0UchnY5g1QKYXnbhVUSiUUKj2W/DGc1q/ij+UedqI+LC5asXl48sqH/LoaGPRbCLrmMDVjxG6lJdFh9LCbCEIzcReT6lnEN/PovCFXaGLQeqrE8qkAFBP3MLXoQXYvj93tNCxGPXSzZmwdFHF4kMfeYRFt4er13SaO8nvYPyigUipgZ2sLm5sZxNbDw9mDs3oLncY5crs7yGxuIp2IYj22gaPjs+E7LIV3XVZPSsO/vgKBNWzuHgxnznrtOvL5PSQ3NhBbD8Jp0uOdd97B+7c12DksP/oldV45hEV/F7/6xd/jjtoI31oM6XQKiXgc6a0czmoNVIr7iEXWEBxeEqOEdreHVvUEe7tZbGY2kYiEEUtuonRcwUFuC+vhMLZ2D9Boi/BXzqCNiNOEibtKrG8VnpIHOq068tkMgn7/8CMdjs/qw772Oi2UDnOIhIPw+0P3ndodNM4r2BUuAZJJD/u4Hk+heFJ95CPsoF07Qcg+g/d+9Ut8eFMBX3AdW9tb2NjYQDyRwmHpBOdPjMH+4zHI5YZG6Y0Y1tYTOCweo3yURzQcxkYmi9/9i3aAZu0M2c0kAn4/1iIJHJZP0el2US7ksb2VQTqdRDAUQnonL+osaa24gzmNAnLNHJJbu8jnsvC5FqFSG7AaisA9r8Y7v34XqgU3crs57OX2IHgLX9WTInK5PVSqLfS7bRT3dxFZDyMW9kGtVkC74MRpo43a2TE2kzEEgkLt7qPR7qDXqSOf20U6nRl+jFYwFMHe4TEatTME7NN479fvYFLvwOFx9dEMQzkbg0ahwuJKAp1+H/Wzyv12/UGkt/eGsxHDsWxUsbedRtDvQzAcw36xgm6/h4owS7qZQSadQjgUGvZXGJsXfV9y+2QPBr0C9zRGbO3u4eDgADupCLTySahnbSicN9GonmA7lUAgEHpwbB0Mei3s7+eHj9dELIbt3X2US0fYiIXhD4SQ2cmj1uxA+KB5YTZkOy3cP4jk5i6E54h+r41CPoetdBrpZAKh0Bp29o7QEmZeB33UzwWPOHxeHyLxNEqnVZwXszBqVJizrKJ24Y8rYUbn7PgIG9EwfAHhsXK/noV2hPHKbMSG7QgfmVI+q+KkdIS9XP5RLbdqJ9jb20M+n0Mynhj2sVDYf1C7qWHtprb3HtVuu3E+nFEPr0WQ2dzCznYWhdIpWs0a9rObCAUCCEc3UHjwnDcsMJH+aZ4cwjE/jQmZFr5wArn8/vD522magVo/h8T2AYqFQ2xm0g+eI3dxVq2hfLSH6HoIXn8Imez9x+XwOTK7g3Q6jfj6GtZjSRQr5zg/OYJJdQfv/Oa3mF9ex2n9Qkh5MFZbwmPCH4TgNJxJ67Vw8Kg+4vdfebj4l4ZIHs9qdtBrYnlBhXGZEpulp19dGKBVP0M2s4FAIIBE5vFMuDArfZjbRjgYQCC0jt394rBOzytFZLe3hl7CYzCe3MKJMHv+6CAGOC3kMDtxC798+1dQzFiwHk9iczONRCKBZCaLk7Mqyoc5RNeCCK0/eHz3BqidlrGbvf87NPrgd2u5UkF+J4NwOIJsvoBW98nfV8PHQaWAZGwd3lU/4qltnNab6LVryO8Jz09pJOMRBNej2Ds6RqcnbuJj0HpUCPdXduNeyO7dxYw9iMLxCZqt1vCBKPzi2D/Yg9u5CPOSD6fNHtq1EpYXF2B3riIWXIXs9i18dU82nD2YmFTA7gkjn01hVifDZ1/ehkajxuSkDAaTE9mjCiqFHJYsc5DJZJDLZZCr9FhdT6FczME8q8cXX96BWq3G5J0b+OlPf4qfv/8Vwuld9B5c2qK0vwnNnY/ws5/9HHc1M9Dr9bj91VeQKXVwrYYQj63DPKvDpEwOuUwGlc6ISDqH4k4cBuUkbt+VQ6eS487dcah1MzDNzUIxeQ8ytQGxrYOnZs+egnqZb58RtIQHQCLkgVohWCggm5RjzraCfLGCXCqK+WntcGZGPjEBmXoKa8kd5Lci0Cru4ubdSWjVSoyN3cWcfRXF88dPfvXKIez6cfzd3/4cH9/WwGE1Q6sYH46T0exAMBiC0zI39JHL5ZCrdFgNJ1Eu7sE8rcWXt+5Br9fi9ld3oFBqYTaboFHKMDauwko4/cQsR7tWQXjVBc2Dv6Yn7o3DYHZh97CAtRUz7tz6AjKVFgr5OO5MauCLbok2g3N+tIUZlQxynQk7+0XUGs1hqN9MZ5BMxLCguYOf/uSnuKmchW/JAdOcCeuZ+7Nbuwk/5udNiG0fDT8Cy6hXQ65QQS0fx3vvfwDFnGP4WFh1LkKpUECpVEKtMyAQz+CknId5WoPPb9yGVqfF+NgdqKbNiKfScMzI8LO/+Sk+G5vG5t7jPxgeB604To4P4LGbhuMhzCrLFBq4AzGcnJ4gGliGRqmAWq3C+L170Btt2DkqIbZqx70vv8SkQg2VfAJ3J5VYWUuh8YJ/LgtBa2ZaA515eXjtPqHEe80T2OenIdfNI53dhX/Z9qjPSvUUvOEkzk8LsC0Y8PmNW9DoZuF0OmExzWJiQjbcVjM1h0h6F2eVAgJL92fL5Qo5ZHI17KthFI+LWDEbcOvzL6HS6CAfH8OE2oDI5gFqlSP4XBYohRk2hQL37k3A5PRiZzv5tUGrWtrD0qJxuG+FUgGVfh7RzB6EP8qG4yVXQqW8387ikhfrIS9MCyZEt44wGPSQ2whhYWER/mAQi/Mm2JZD8K8s4s6tG5hUaqGUT+DOhBreyCYajTNEA0tQySahVKqHzx1f3ZbB7Y1iIxqAXqWAXK4cLpYlPwqnjZd51rjkfQbIRlegUiixvJ5F90KQqZ8UkUmnkd8/QHDFhjsPnyM9QUTWQzDN6qFQqSCXTWJCrkMwuoVCNoFp+Thu3p6AVqPC2J0xzFqXkUxvQHvnY/z0b34GxZwLhye1R8dXGxqbH9WuUI9L/ihOTwrDj437/PNbUOtmEYhm0BT5F/ujg/o9K88KWq3qMdY8diiF30nCY1CuhHU5iEK5gs2oHzM69XC2UDYxDoV+AYmdA2xFvZCNfYWxCSXUwu+UsQnYPOsXZr77ONqOY+KT3+Jnf/sLqI2LMC8Yce/O7WFd2d1ehAI+CM81MuF5WDYJjcGEZPYIudQaNLK7GJtUQaWYxN17k9BOGzFvnBn+rlbq5pHKlS5c+GNDbAAAIABJREFUV3OAk8MsXItzUAiPG7kcd+/J4PRFUCnlYJ5RD38fa7Ua3Lt3/0LpW/uVC6Hw96C9ws0MWk/hCb+Yl63zuHf3HmRKFQzGeawGIzgsn6F5XoDJqIVm3o7jehfNs0OYtMI2VviXrPj0vfdwV7OARDIJl0mPcZkGLpcDk7c+wW9vjCMQSWDd68TExCRMLi+8S1ZMjMtg84SQScVhmlJBrpnFejQMzd2v8OlNBcLJTaTWlvD555/hptqE8nn9UUG0GmdYMWlw69ZXWAquwzylxEcffwmLZx17uW3YjdOYmFDBu55AKi4U6zg0RivioVWM3fgEt+SzSGxEoZfdxvsffA7ryhrWfc7hL8c5ZwCNC38pP8X0ct8+I2id5FOYUsqgnDIjldlEaNmCu+MyWD1riAS9mJ9bgMfnh2NBjw8//ACqeSc21j24deMj3FIah+Y2gwpj95RY3y4+Or5eu4mU14rbX9zCjC2IeMCF2zc+w4TWjM2dLFZsCxh/NAaJB2Mwc38Mxm7hw88nEIwlYJlW4IP3PoTe7EYysQbFnTEodBZUmo9fTq5V9rHitGJh0YGAfxXa8Zt4/7NbcIcTWDZr8MFHH2FhKYh0Yg0Tt25BqbfgrPP4b75HB30FK93mOaK+JSgmxjExKYduagbOZR+28wXUG+cIO434/JMbmF8OI+V3Qi1XwxPbHe45E3JCoVDDE4rBOqfHhEKHcDyJ4JIZH334PmQGMwIeF+QTk5izLSMaWcP8lArqqXnEN6LQjt3C+5/eRSCWRHjZhJu3xzDvXkPMs4gbn3wOgyWIs/rj81seBS13GLGQG7Lh48OPTCYJ26wGk0o9QtEEVpdsmDNZEQwGMCW7jQ8+vAFnMAGf1YCP3/sQM7ZVpBJrUE3chUxnxtHZ48B9GdLhjJZmAp/dnoB71YdAwA+33Tx8LhB+ya4FVqCUTWLa7EI0uj58OVqhmUE8mcD05B28/8ldBDd2EPHacefLz3FPvYBIJILgcMYvj8z6KpQTkzDaPEhnUnCZDLgn12I1EoNJcw8ffvA5XIEYNtbc+OrmbWhNXhztb8FpMcNsdyPgc2P85if4+OY4PMHg1wStPvJxL8a+vIEJ7QKisQh8wkx57gjCH2X2RRMW7cvDdu5+8RE+vTWJZa8X0zoNTO4wavUzrNrmhrM/sXgEOoUa0yY3HItafPDhhxCeEzLJMGRffQWF1oxMOgKdchKaWTs2khuwzSrx23c/wazJhYUZFT698RXsniDCayGsx1Ionz89c3KZUbnsNj0E7DNQqrXYLN4PdMLMbCq+PpyVEWZI8vldOOd1+PjBc+Th0SFioVUsLCzAveqH2zKDj975LeR6GzYTAdz5/GN8KTMgkU7DblQP/zBdjabhmlXis0+/hDuyjWbnweO/30EmvDys3QWnD5lMCnajdvjYiSRimJGN4f2PxxBIbOP49PzRH8uX7d1Vb/f7g9YAe8kA1LJxTC+6kcqksWyZxfikCiuBCEKrS1iYX4TX74d5So533/sEBkcQUa8Nn37wARSzdqQzSRiUd3FXrsN26eE5oMJsbgk2nRK3vhhHIJ6Cc16PTz7+AqalIHaFPxz0atyT6bCWSCEZ9UN+7y6mTUtYDyzh5icfYUK/iHg0COXYTXzwyW0s+dcRdC9i7NY9WFbiaD98Kh30sL8Vh8W0APvSKvwrDnzx4bv4YlyL9GYKqntf4rdfTCAUSyLgWsCd23dh8yZFfRmTQeupChYuinpSOkQ05INp3giNWoF7d+/CYHZjZ3f79wcttw3jYzKsxnPDIHS6F7t/fpdGDaVsHHqLF81uH716CeYZPWTCX98aNVQziygMZ2AGyMVXIVcoYbY7oJ2UQ2tcRr0P1AtpTEyMQ2lafWoGpIfYihkqlRqx7RzcphlMyA3YLlZRK2VhUKkxs+hFXTiHo99BeGlhOEPgsFmHvyTNqwn0By2smvS4OyZH8uAcjfIujHolZizLqF71Rxz93qDVx/baEpQKDXwb92dVetVDzGrUUOhNWI+EMDOlgUqtgUp2F7/69a9wRzOP9aAbk7JJWAJp9NFHNrwMlVw1HIOLw3qw4YdGrsJSaAe5DT8UE3LY/Rm06sewzU89MQZ7D8bA9GAMNLNu1Ht9pAN2jN0Zx3JkF4PeOexTeigVcyjUHgeGxlkRwRX7cEZT+Gtp7IuP8PfvfoyF5RDci3pMqHXYKtbx/7f3HtxtHNkW7vvh774Jd5IlW5KVRYoZOeecQSIwgSASwZwBEEwAwRy+t6pASZTHsmWFGfm6uZaWQAJd6N5VdXr3qVN731x3iApionOyc/J1UtYidS6X9iqzxEJ+bGYT6pFh9BYPlZVN5idjqIbUpIorbBTSP0u0ItGErPHyJnJyqVyMDZtJkGEHLque+9/d4/WQWo7z189/5NHzAWKjo1jVWoyOJJ2rG052FjAY9VijkyzPplAPqohNLL6XLX1DtPzRLNGgA73Nw8aeuFnesLM4jVanwxNLkx9PyoyWyWRm+PVz/vndQzzJCTJBFxqVgbntQ7g8YtTvQmv0sLb7Lttwdzx86LUgWnb9AP+4/xC1yPyIGh+jEU8oydLqGqmQjQf37/Gyf0S+N/DqCd8/6SU6NoZNo0VtCtG+gt3NeRz6YZ4/f43J5mJsIs92vUYm5EVncLJUb8lT2N+oYNDqsQeieC06DEY3jc4lN8cN7HojWmuM+s4GqZgfvcGI2WKi58l97j3uIZRM/QzRumF3bQ67bojnL19jlt89S22vxcHOOqMRLzq9Qbbz8sd73H/SSypfIeFzYnYEmF+o4LKacEWy1DYX3hKteMiKymBmoSHwPCHuEPPQRiIRlO1NL+7ImFdbzKEfUuELZ8iOBul9+ZwBlQ5vKE55cU0un34I+8//+yXjYRsGo5mV/e6c3NlcJOZ3oFUP8fL1AOHEGCGXHZWuGyNvrs5Zq87idVhkbDHpVdz/29/oVzso5scR2fNujIS1Yga91sBYfoGpqIuRYS2FtXd1ptfnR6TCTvRWN2u7XXKxuzwjx64vGsOu06E2Bml96YfXTwTuw0TrkpmED4PO3J1PwOH2PHa9DqcvRm4yi91kxGgyoxt+zd/+9z46V5LpTISRER0TcyJ+35Af86Ix6Cludse6PM3rUyZCXgxaJ8vbDcbDHlRaG9WtA1pbFRk3Pcl89x53fU46YEVrMBOJhtGMaBidWeXq/JCI3cSgysbaXofDrXnsGgO+yDSnb7OY14i+j/qd6PRGzGYjT+7/jR97hskVipgMWvS+MU4urzncqmI36PHHpzn9CrWOb7pHIVpvkJD/X7FWLZLPFzg8veT68oLW/g6TMZHh0hFPTeBxvctonRxu4TXqsLvCTIxG0alNTM/XZEtHW2V5gxEpaZFKdSWmubi+4eZ0T052tUYnB6LRHWH3tkhze34CrV6HJxSWQc7mH+fs5jcQrYAbncnD+t4xR40lbDoj7vCUbIObS5lREEsx4WBQ1sTEJhe4uSVaI8N65utHnOyt47EZ/uNEa34ihl5rZnqhm426OWniNpsYUZvw+ZwMDAzi9AZlMfar508YMLiZnkiiMxqI55e54Zq12RRGnfFXiZZBpPRnVuTSb9BtRfZBp1soW/u3PshydnMjidbwoJp0YYOb6yNidhuGnxCt5loFp1nLkMZEKBbHZ9Xw4PFzXIkJkiEbeptTFp7eXB8Tsxsx6b8e0drdWmYmn2ej2UaQLrGTdrGQRTs8jDeWYTYT/SDRqk5G0Wj0BENRLAY9wbGCXIq5aNXwOMwYrFZM+hG+u/8DKoMFp9OJ0+HAHx2jUp7BqjNi9WbkuDttLmI0GT6KaPkiaUJ+GwaHj+3DbjZqf20WrV6L3urAa9XTP6glGIkTdJp4/PgpzliadMCNUWdlaecILjuMiXnwiUTLYdHSr7VRqi6wvLzM+laNVueUy9MWcY+B+9/fZ0hrenvNnnCS+WoRm96I3h7n5AbEjsDV+QJBtwPNyBA9Pa9x+oI4zBb0RjdrzS4BbNcWMGoNWDwhPBYjVmuAvbNrbk52cBhM6KxRquVJzNohVEY70UQSm7afH5/14Ismcf1MjZb4blFX5nfbUY8M8epVL+5IiumJMYzqAdQmB9FkEquml8fPe0mV16hOJTHoxffbMOjNZIprtHeW7hAtm8R/dU/0ySkJpxmj1kZEEDeDgfzavox5zdUiZrWeYCLPzs42k6k4FpOegb5eBlQmpitrX7Gw/prqREQ+dOaWm5L4iXrJ7c01yrkxVMMD2L1BAi7n2xh5eXrIRNTPcP+gfC+ZCNH3+CF9IxZmprOYdHqiMkbCeimLiBsfJFpnbZJBO3q7l82D7tgVD9sinrtCYeyiP20xjt+SgfduPP/xXz5MtM6Zirgx6m/nk6jZbCzjMoglQQtOh1UuC3qDEeIBJ49/eIzGFmUyHUGnM5NbakqiNZvyoTUafploifFjdLHUaHOwXkRvNOBNl7pLgDeXTETsaA1GAqEQeq2I61tcS6JlZljtYGP/mMPtBRxaI/47REsQ6LnppFyC11s9xEdH0fU/5VnvIBMzeSwWI5ZwlvOra1rb8ziMBoVo/WdH4BWlTIiRwUGSMwscnZxxftqhnI2gVulJZsV6vokRk4u1xgFbizMMv3yJ0dFdOux5+gJ3YoZ2pyMnvVprIBgKoRl4xWuDl9pem+ZaGbNBjzMYI+x3yuXF4kqdk84h0wmvXK/OTIy/R7TEzUqjUaPzpSVZe4fJTzJad4jWWbtB0GaWT/brzRadwwYhhxGdxc1Uduy/S7QGdeQWalxfX9/+u6I2Py2XVTyJGVlP1FiZRavWYLLYMBg0GNxR9lodtuanef3sR/r0rs8mWpcXHbJRT7cPln/SB5Nv+uBjidYNy/kkGrWaZH6Z484hE2Er3z948l8hWrXFGQwaFbZwluZhh4uLM7YX8xg1aryxLMWJOOoRDWOFZbYr42iHRwiki/K8R70GnvcMMpqdxmMzYrCHaOy3qS8XGB7oRWvzEPa5GBzWMV3d4PT0mPXFMrl8kbWVuQ8SrdViBu2wmuj4wnuZ2TcZrUBiisnRICq1nqnqBicnR5QyQVQaPTaLBe2wilCmwulph3zSy8MHj7440fppjdabuSZuTPlUkMFhNeniCidnJ2ytzDE9M8vG+tJ7RGtve4Xc1CTV5U1qG4s4tIP0D2txOByoR7SkCyscn3RYyCUZUeuJZCYJWH+OaEVIJ7yoVCpyS3WOW02iNhU/PH75AaJ1ze7WCtNTU1RXNuR329S99KsNmCxGRlQqZteadFo7hMyD/PD4FanKFvtb89h0w/zj7/dQmz2sNo/o/CrRsjM1lZZ1PMFsmXan21cvnrzCHcxQKopC4xJb9TrF8Sg9L17jjk6/W955A+wX/L/dWMFrM8ryg6WtHU7PLzg7abM4m2JocAB3MEbI7XpLtE4Pt+WDstEaotE+prFaZPDpD/T8ItFaJJfwoFZpmV3tEjpxCWJDxGyqO3Yn5rpjt5INy7Erlnklcf4WiZZax3zj+E4svmR+SpQFqEjOLNI5OWZpNoVWpZVEXK1W44hM0D7usDST5Mn9B1+EaJ3sbeA069HZwzQOOxztb+MyajDa/Exk4r+JaIkd16N+C2q9hcX6Ie3dTWzDz3n0QiFaX3C6fV5Trea6XE4aGBhCpxfLB3pUIypcoTE2d5oUxmMM9LySNxmzQcPjBz9idka6NVrf3+PHl/3yGFE8KYq5l+ZmUPc94e/3H8uCUdXwEHqbl7m1mlxHdpm0DA6PoNNpGBpSE0xMsLk2j1Vvwh7oZrQuj+q4LVp+eDbEzPz6nWWXK0ppsXRokkuH8kne5JUZLcHqFwvjGDXDDKk06DRqBkf0jE6VWa9MYdYbiE11M1pZUU92N6NlN+IMpb7O0mHCx+N/fcfTnoHu0ozBgCuUoLpQJR31MtA/IJdPVUNDGOw+itV5UhE3vT09Mo1ssxh58ugRA3oXE9kEepOBxOzdjJaJbGn9vUEglg7NWiOjue7SoVHfzWhdcU19pYzLpGNw6E0fqAiIPlhfkH3QzSqKjFaMkSFxk+1mtOIOkdHyvrd0KDJaDqOK3oFhzCI7oO7n+4cvcEUyJEI2DHcyWnG76atmtERh/tRoiJGhIdRancRao1LJwFVZrUvSpR3sYcDopVSYwWfR8uxFLwazjcFXT3j6aoiJ8jpzuTTa4UFGtDqMuhG+f/gIrSvC0nwFn9XA4NCwLPgeGVbhiaZZXanKTKrVdyejZTZgjU11HzKG++hTObrF8Le9JIiWWWckmCpS31jAZzMyMDiMTqdlcHAYTzjFwlwJr1nLq55+zDYbZt0w3z96ii0yRkpmtGxvM1opUQRr+rSlQ0m0gu+K4d8NJFFgu0LQaWZgUMQGnSzIdwaTrG8sy6U+vSMhM1p7m+IaDPQPqtAb9AwNjuCNpFhcmCPkstxem47hwWG5WWJ1c52wIFq2dxktp8yAdDNaRlUfr4c1WG021P0vefSsD28w+jMZrWuaG/N4rQYGBkdk/BLn6oulu/Vlw730jWix2uyoXj/nx+f9jBXWOT85IOHU8ec//R1zaFzOe0G0RAxy+EeJh+0YrA7eZLSSTgtGnZ21Wo1UxCPnrM5gZOj1M7777jHuUIbJTAz10AAqjQ6tWoVabydXWf+KGS2pacJqJYfdpEcjx3y38F+tVmF0+CjPLxD3iax/N0Z2M1o++nt60RhN2Gxmnj+8T7/OytREWm5q6Wb972S0ZldYzI8x1PMMgzd5pxj+hv2tRfz2d2N3SIzd0Bi12jqiP/W2+DeW0dJz/x9/5dWQ5m0sDibHmavOEfXa6O8fkkufIoZYvVHK1Qoht4Wenj6MZisWk5ZH9x7IB7HsWERuFpq5zWgVUj50RuO/ZbQmQ2JZ8nbpMOpDZ+pmtK4vT6hMjqITsUatRacRm1rMZGeXWMiPyWzim4xW1G5hWON8l9HSGfFHc2+XDrsZrQSqgV4G1XpsdjsDzx/JmsTM5DRWkT2OjL/NaDllRiunLB2+C3b/iVfXHDS3mUoncDls2Bwuktkc27uHsoCxc7hDfnwUt9NDYizN+Pgk1fklZlNRBl/1ojE58LrdREYn5DFi7VmrHuDloIagzysLpaur25xdXiMFIFeqxEJe7E43oxOz7OwfcX5ySKVYfqdhc33O2nwBfyAidxC9W0q+YWdjiVKpzM5Bi/WleYrlBVon3WWwi9MjliozBLwunG4/k4V5DjtnHO/VKBdLrG7viX1VbC5WyOeL7HXOuTxpyZua2JosJCy+7M8VjbUFYj43ZrP57T9vZJTV2i7tvTrTmQQOux1/KCmLeIUcxUF9nXQ8hMPpITUxzfT0DIXSPJsbqxTLJZldFHUBh40NSsUymzt36gJE6ru5RblQYr12QKu5RalYYq3eFX+9vjxja6VKPOS77YM8jf0jLt70wWJXR2hve5W8yF6Itm/OWa3OUSou0LkjfipkOVarswS8bjyBKLl8HiFvIKQ2VpfmKM1V5W5Vbi5YnStTLlY5/oo1GyftPebyk3I3qdVqJxRLsbQhtkJfc9bZpzCVJpzIsLbdYHulSjTgxe2Pkk5nZHZqe7fD+fEh1dkJvB430XhSFg2XFlY5OTulvr5IMuLHbncQG5tkq3kgx+5csURlcVPeVC+P9ymVS1RWtzk/aUltr3B0jJXNvbe7hE4Od+R4XNpocnklxGVv23U4iaen5UaUq8szNpfKhLwuXL5QF9uZPJXlNdYX5ykV59gXBfbXF2wsLch5cHg7Dz52DF+dtqjOlaksrf+sIOvN9SXNrRVSsSB2m11it17f41JolhVLFKtriNJoEei3V+eJBn3Y3mCzc8DV5QXNrVVSYizbnURHJ9hs7HNxccJypURlbqmriXV5TLVUpji3yvFxi/nCJB6XE38kyczMDDMzBeYXlqiWSywsv69F9GY8i7602hxEU1MSPyEUOZcfx+1yysJ62U6+wFrtgJubS7ZX5hgbzbC40d29JXS0RAyqLq6zujxHqVLl8ERsob9krVqReDf3dqkWc4T9PlxuHw6zlp7eQcLZOQ4PmxQmU7gddlzeELNzKxydfgkdq1/uzTfixGJTisNmkXM6mZm+xfns/Rh5c83BzibjyQhOl5vR8WlmpqcolOekvMW7GAmtnU0ZN9Ybhxwd1JlKx4mnp6gfvCn2Fv1+QWNjidFIALvdSSw1xXbzECGE+6Y/v9Lel18G5efevblkfaFIwGl5G4dFTA6LebzbYq++TiYRwWF3EElmWKvtciGFnxdJhER/+xnP5clNTVOZW2RjbZlisUx9v4tHY2ORYqn03g5wUb6yvbxIqVjl4KjD1soixfI8+7d1rkK4eH52Ep/LgcsbJH87Zg4a6xL7zZ22zByuzFXIF6q0Ti8QOySrxRKLK7X3suQnrV25S1mUNYTF7tqZaWbFPWBzi4qYaytb8n4ujy+VWFx9//ifg+xz/qbUaH0Oem+Ovbmkmo2iGtSQLW+8+av8vy2IlmYES1gw6C9NXN77KuUXBQEFAQWB/xgCB9uLBL1O3KGE3OHotxsY0pjJLzfe7oz+j52M8kUKAt8wAgrR+iKdc8V6aRqfO0Bp5X0hzuPmKsGAj9hk+T1tly/ytUojCgIKAgoC/yUEpItGMtStH9Xr0BnMjAoF9t+YSfwvnb7ytQoC/zEEFKL1RaC+4fhwn+2tmvSSu9vk1VmHWm2bxt6h9Ji7+57yWkFAQUBB4PeMgFAQX19ZoCBKETZrnPwB7K1+z/2lnPt/BwGFaH1F3C9OOzRqm2zWdj5PQ+b6ksP9A/YPj7g4P+Vgf5/2e/YGX/EivlLTYjdno7YlsWm3j9hv1llfW2NtfUte54fUpc5POuzvH/winqfHbfmZk/N3YqLiMoTy9VFrn82NddbW1tnZ3f8364avcrnC/qR9yP7h4YeXj2+uaB8esn/Q/uXMp7T5OGB7Y0OajCvL0V+lx5RGf+cICKHiw4PfFidFvD4QseWzzaKFFZeIQYec/sTKTNTvHR4ecNDu/M4evG84Ozmivr3Fdr1J++iI3UaN9Y1NtrZqHBy07mzSen/wnB0fsX9wwE/j8btP3XDyBq/bmteri1OOjtofTdyFfdv+wT5Hn9B3ovby5OSE069oHK8QrXe9/WVfXZ1QmU5LewpfYpzNvc4n1y3cXHSoFIoUKivs11dJJ5PkqxsfHNhf9kK+fGuiaHxuOoVZr8MbGSObSeO2GjBabDjcIQqVVT5UNHpQX6NQKEp9qJ8/s2s2qnmSyTQr9fZ7H2k3NxkVlkd6I3aHi+xUgb2j36Ye/l6DH/nLzfUFa0sVCpU5Dk/eJ39vm7jskB/PkEzP0PqFrMDJYYNMPIBWayCdK9M6fd/j6217ygsFgT8wAp2dNTKjSWaEdtdHlcYKsdcqY8kx5lbfOUt8EoQ3V6xV8iREEbnQdrvzc3VyQKVcpLy08csPVHeO+RZeCqeJ4sQoRp2eYCxFNjOGw6zH7PIRCscplxc+6CQiNP0KxSLbt4Xy/3Y9N5eslGdIJLNs3IoM720sUJgtsLX/cW4CQsKhUCxIa7t/a/9X/rBfW2J8fIL5jd1Pvkf/ylegEK1fQ+hT3hcZqNoC6r5X/PPeE2LjszTbJ3SODm+fCHZoH59Kk9mz4w6tgwP59LVTr8tszvnFOa2DPeqNHY6E6azctVKhVF2jsSxsL/T44lPsH7bePiUIVn7UbtE+6hoxf8ppf/ljbjg/PabZqFOr70hdMqG8v7tZxdj/ih++f4zdF0Az2MuDH77H6PITiqbkdYrNeNdXF7QP9qht19hvHcnAJHcWlsts7rZlhur4Daa1hsT0+vqKciaMTm8hv/xOuVk88RTSAZ4/fsCLIaMU4xRG0XvtYzpHLQ4ODtjf26VWb9A6OnlrTH11ec7h/i5bm5vS6+v04kruLmq3W/IJan93h5rop5Ozt5P06uKcw70m27U6h0fHcrfZxkqVcnWelhDCvRJCuKLNDRrNPU5F5u38gJDDhs4SpHnHnuZun1ydn7A0k+DVs0f82KNiYqYks3K7u7vs7DTpnJwhDLjFOW1t1zlsi7Fw08Wx1b3Gvd0mjZ1djk/P5BNqs9Fg96D1s6aqYkwJ/Ov1HQ4ODjk8PKRz3L1OgefuTp3tencsC9w7rRbtduftje30+IjDVkvucrx7HXKsHu5T29qi1mh2jXflB24Qx+yIc9o/kE/+rbbod+GtfElbLM9vb7Mnsn7CK+7mik67m7082N+lJvC+vWbRXLfvbvuhfSyzwSLgCaPf7o8wWm7ROjx6e863byj/fYMIiIz0cVvE0G3qYgyfXbydcxcyztRux9MF+2tFbAY9gcQ0TTHmmz/5/NkJezsNtkXc6JxyfXPNZjEjBY9ThVV59ZfyM3U2Nt+NOWGyftRqsbe7R7PZ5LDd4fSkQ7NRY6vWoNU5QcS4QiqEVm9lam5Dxr/d/e4cuzo9lDtb54TR+FGbg4N96eMpxvz+oRjXH8UKP6J3rjnpiPnX7s5tkQnvtBHz6ezslMOWyJ4fsNesU7vFstuoyFx12Km/wfJcCnfXl4toX7/gwcNnOL0+1AOvePDDAyyBGGNjWebEjtnLGymOLFYN3s3TK/Zqq5TKZWpih+bNNWLFoVHfljFKxtrLc2aSQbR6O+WNA8TuxNL4KNFogpX63luMGo26zAReXd9Is/tuP+zSbO6wubpAoVxiaaMmY87bOS5XMVq0WiIuCUzaNGrvvvvi/IRCysurVz14xgpyZ6zov/bh3p1r+ND6ykd0w+1HFKL18Vh99Cdvzo8oZoL87S9/4U//ekYmV2JxoULEL2QNjNJOI5jISvmHjbk8QacDp8uFxajH5vYzmkoTCXikynE0Nc1Os8FEKs3YRJnaLdGyu/xkMuNvzZ9PWw2mJ7LkyyucfxPqwze0mmLrdBiz0SitMQLRlLQymUlM4xJEAAAgAElEQVQF+P6vf+Fv/3zAiEbFD//8K3/533/gCEZw+2LyOk/Pj1mq5PDYLRj0euyeEOXlLTZXyoylUlTX69RWq8QCHswmk8TKH8/Ibdw/R7TEFmGn9hV//vOf6dHYCfmCjI5m2azXyU8ksVjM2B12qSfjCiZZre1zftpibnYSl92KSdixmGxkZqoc7NXIjoYxmMw4HTZpdi20t2r7Qg6hRWUmi9MqTLCNuANxFlc3KefHSY1PUt/dZ744hdtuw2TQYzBZSecqtA6bv0q0hJdi2DbEn//8Jx71G0iNJokHPJjMNjyhBOW5qtzSbLN08XB5I1RXtmlLY+IwNotdSpbojRbC0QTp0TgOiwmL0095+X0T8ZvLUylV4XVYMZutOB12HK4AheoGB7s1JseiWISFlNGMLzLK0toGxekJ0uM59o4vEFm8an6CVHqC5q3qvphAol0hVSJU09+Mi1g6x85hh4OGsJsJYDKZsDtdWC0WxNb8/aNjVqoFfC6bNFm3ufwU5lc5PW0zOzGGySiU2h0Y9Xpc/jjL27sIH1AhZ+C0dc3IXf4Y5XKJ8ew4ufKyJFY35y1y4+NkpyrfyJz56BDzx/vgzRVCMkDMd6PBKHWckuOz7LZPaO9tMzEaxmQ0oDeYETFTSJJY1EPS/N3rdshxGs/m2Ts6pXPQYDodwyrjhglPMMHSZoO1wjuidXxQJ5eJY7WY0esNWBx+igsbHO5uk42LmGaVEgSZ7ATpZASznAsmmaFf29phNhVi8HWftJMSc8xocZOvrnHc2mF8PE12do6l8jQeuxmr04XNYqY7rtelVdtnd/D1GdXZaUYzU1JiQcy7iohBE9NsrK+QiPowiHltt6DVG4kJbDpniDiZFnNQxGyThVAiy8rqKhMxF/f+8mf+ee8RKvUQ9//xF/76j/u44ynikQTZ7Azt01PWFor4nN2YaHH6KFRXWZmfZSydYrm2z87mspSEsZhNMj56QqOsbtbJ3SFa1+ctxmIxYqPjlGYyUsjU7nIjjnF6I8yt1Gjv1ZhICNwtuLwB4tGwtMKanMmTTaeYLi9LuYeLTpPxVIrxmTm21hZJBL1SzkL0qS8yRqU6R9A8wJ/+v//hpc7DwvoWy3Oz+Jx2GWvs7gCF+TVOf6NB/U/7TyFaP0XkC/wubyalDD8+fMiDlxrKlRKj8aAMDuFoFKt2kOcv+klOlckn/bx48JBhg5OQz0HP86e8eD1CKBrDYRihb0jLRC4nBRF19jibt0TL7Q3isdtxBjNST6S2mMdpc5CeXXlPT+QLXM4nNXF9cSSNoUdGRnD5w1JTSDWswhVMSEX3nocPefZiiEgiysCLRzx6/JxkNsXIoFZamWyuz2EzqOR28UgkiFFnwB8bJ5eNStuP5HSJqWQEi8lKMBLFbhjm8fM+wtkShZ/JaB0f7hJ3afnhwUMMvhg+kwG91kp5cQmfVcW9B4+xeUKEvDZ6X/UTSOSobS4S8jix2N3EoiEGXj2jd8TMbLGASdXLvx69xB+O4bHqeN2nYiw3z0plGqNqGK3JQTjkk0E6Mpom6LVIC55ipUrE68Rs67Y51Puc3iEj5cXlXyVaQvtqImLl4cMHDNuCTMT99D9/wsshI9ncLKloAP3IEGaXn0Qsgl41gsUdYW6uiGW4hx+f9OIPhTGM9PP48TNMTj+xsJe+nh5sviStO96Wh7VF3BY9I1oLsVgU40gP9+4/JRCfZCodRT0ygtMXIhb2ox5W4fTHiAsfM5Od0vouF0c7+GwmLO4oh2fvnghPD4Rpuw+z2UEkEkE//JrnvSpSuTITiQBijLiDEYIeG4+++ydDBpc0YPbZzRLTRDIpzWetTj/zy0sErBr+9d0jrF7Rd3Z6X/fjTUywWJ7GpB5GbbQTCfsx6AwEw5GuNp4nIsnfUW0ep91OMF36JubMJ020P8hBV+dtMhGntDNy+MJEwiFGM9Ns7+wyMxZksG8AmzdMwG1DL8ZWKIC2/xUv+jTE4gls+hH6hvXS1LkwkUCjGsHuCRKLBNAMj+AMJMmlE92M1uwy63NTuGwmOcbDPgcvHj9FZw2xtFDCONjDkxeDxFLjxH0OBnp70JhdxGMRwrExFla3pEr8yydPUFu8JBIRBnteobP6WFtbwGY1YgmNMRF38+i7v9OjMhONRTBp1Rjsfpbrh5/fq5cdhHCv1uRmtdlBeDEmAzYMdjelYo7h3qfcfzZARGCjG6JvSMdkcZ5szM/QkApvKEok4GZ4WI0nPCotdsR96mWvmkgsSN+zh/woLJxyM9LH0WLxsbq+jMuso39ET0Rcj14npT9GY8Jqx8BEZZn8eAKLxUJAzEUhkvy0R8b1rCiHuM1oHTdXiEaiZGYXyIbM3P/bXxk0uIjFwm9jWnWugHlY2Ej1E0lNkIl6UBkMBEYzUhvM6omxd3xOYzGH0WAiks4xMRbDaDB3761GFU9f9OAMJ4l79Ny7dw+tZ5RKcQaveDgzO4knErhtJsyuAPNbQnPy038UovXp2P3ikZeH65IR631pTk8OKeUyuF0u/IEAJlUf9/71A/ZQiqm48NoakfpbnYMtXLohhrUOtg5O2J4bR6vREE4m/41ohcammUiEMFs9LG41yKej2J1+lhvvi3X+4kl+xTeFpYLHasLqTUohycuzNtmgC53BQb5UxKUz4vKmaZ8dkfCYMFtdbDW2ugrb9ihT6SBDQ8NkKptcSqG8NZZX1ilOxCTRGp2pUJ4ex+tyS0yt2gH+/vfvMXrHmE7/+9KhuNSFXFx6Z43PrzMdFeamXaLlt+sZMjhY3+1wvL+JW6/F5oqxsbVONh7B7fISCPjoe/6A+496SIxmMOlUjNjDHJycs7dexqLV4guNkgi4GRoxUlxtItLSW2vLLC8vEPZ1iVZpYVkKJLpcHoIBPwMvH3Hv4SvGJgsEf2XpUIiybs9lpfNAMr/IdjmLanCoa3x7cUTMZUOjc7J5KJYvLpibjKHRGokkRrFohjE6Iux1TqhkQvT19pOYWeLsZJ+wXS+fuBudd/VeC9MxtDot2bltLq8uWJxJMtgzgNsTlsFHEKjdozOuzjtMRYVZsZVkMoHZYCKcKXXtfvRGIhPVt8Kkog/O2rvMZEdxuzwEAn40Ay/413ePMdu9WE1GHP4Uh6cXdPY2sGv6URsdJONBXj39kddqM6FwGNHXj56+IphI4bUY6BuxsbZ7xMnBljRENzm9kiAPjRikptPl+Snb6yvyyXw2G8didZBfrrMwlZTCksX1rlffV5wOStOficAbovXi+QtMriATuVlWN2ocNDdw6jWojH6ax0LAcp/l5SUKE0n50GELZuicXbAxN4FWrcUXHcPvNGNyBmm0T7m6OJEPu8Knz+cWnplGUoUVaisVokEPHp8fv9vK4+/+yfM+A/lCHrNmBKtvjPbpOUszQiX+BYNaK6nsJNWlNQ4O2xRSQQYGVGRLG1xdnZMNWVHrDRTnKneIloe+3teMFVY5v7xAWFTphA9rfvm9OfNJ0P0K0VKNDGIIZDi9vJIWXHq1BrfHj81kwB5Ic3R2gVDOT3rt6E0uCsU8Dp0RX3iKdmePqMsoM+G1/V3pamAxe5nMJhgeGiE2tcjl1SXN7XWWlleYGPV3idbcqszm+zxufIEAdqOK+//4Dq01QCLs7xKt9X02ypNEonHm6/tkQxZ6e14zvbQj41BlIopWZySWHMOiHcHiSUhf4q3quPyO2HRFZhPlA9/KNrmEXz78CSeWyuzk23uwTT/EP74T5CpOPhthaERFcnZJ2u29evwj/RozoVBIxpoHT3oIjlc+q08UovVJo/jXD7pLtDqtJuMxPyNDI5htDqx6FT98/xCzL85ELIBRa6a4tstZu47XpMZg8dE8vqS5NC1vqqFE4t+IVjhTZntxVj6RRxJjBDwuvNHsLxZS//pZf7lPtITZp9GALzbNqVQ/v6A8FkKvMZGZnv4VohVmNGJnaERNcfPu090NK7OjkmjFJ2cZjwdlBkTcOO1GNff++QM6R5zJ1G8jWkG3GaM7xG5HBOoGAYsBuyvC4lIVv93MsEqHw+VmpO8pP/z4imhsVBqTmkMZWX/Uqi0gbBy8vghiqW1I55RPkW/QFDV2Y9JU2sFMqUTAaWZoRCvbVA8854eHL0lkcgQ+gWgJU+LRmWU428NjMqMzh2ndprk35ybQa/VSmdtu1OMJZzm+vGR+PIJqWE22soG4gcUF0bW5qR+9KdS/IT/mRWs0UtrqbihoLOWlYbDD7pHB2BMZv1W1F+3F0GuMZHJiGdyC2eGTT8MGo525rbv9B53dTRIBF8PDGum6YFT38f39x6g1BnTCHDYxK/3wLk8PiLoM3WVRl4UH9//B874RubSr12pkpmpqZhqvzYrWHJTG7BdHDfwuM0abA7vZzJDWLg1r3/SD+F+YrbtFFis2Rtjrxu6OsK9sKLgL0bf5+uaSxsYCYa9N+hb29fVjsPnJ57LoRlTonKPS/ujNyb+p0QqmCtIftr40I7PiLl8Yp9mIKzDGkZwnVyxPJ9FrdFhN5tuM1hIrxUmsOhUaoxm328HLh/d51qNhcib3Lq5d3dDZrzM5GpLm4a9fv2ZYa2IiX5HZWa3OSmFVZEKumY675HyarZTfI1o6nYHixq0p98psN/OaqXx+hvVniZb1bUZLZ9TjThVkjVtzMYdZr8cibHX0XRP5C1F+cnPOTMyLXmNmfHryV4iWh3jMx9CwhsnqXS3JG6qTEUmCsqVFZlJRtCMqjBY7DoueR/fvoza55YqHyGiVVuvkxhJE42kOzs4kQRUYLe92i+LXyoKM6vEGorIfvJEJTi6veUO04vklWccsHvh8oSguqxmrJ85+a5+psTDDQ0PSP1e4GNz7/gdUjgi5TLhLtGaqZEMOHvzrO172Db+LNQYH05XVz7KPUojWm5n5hf+/S7SEWalFo5ZPQfXdPeZnxuQSodkbYzwqiJaF0icQrZPWjqxZGOztQW2wkil8G8uGAspTmdEyYnbH5dq/yGhl3mS0yh+R0cp0M1rp8iZXooC+tsHi0jI5ka0yGPCGw5h0GszCb6y5x3Ihzasfn6K1x5j4BKJl8oTfJ1qOIKlkiGGVhkRugf29JqM+I0+evCISFTVdIv3/PtHyBZMyozV4m9ESxdi1zTUW5uekGbneaiMY9Etz39hklf39XdIhC08ev5RWM59EtHQGRvMrcNnNaKm1dukBJjJa4umvm9Eaw2ky4JXk6GOIFixMx9HpdGQrW/LpdCk/ymDvAG5vN6NlckVk7Yewn5mUGS0blbUahXQI9WAvj572YvHE3ls2FONiUxhYq1V4Ejmae3u3GxSeozc5sBh/JqNlsBEJeXnd+xr/WJ56o8HqYpnJqWmWVxbw27sbCHaPL3hDtExOz52MVl0Wxdc311haWefwcJ902It+qJdBrZlQuqQUwn/h2Pc1mpN2ZatLlMtl5ufnSIVdPH/ag83pkXFgxCgeTs8Ru+NWlpaYHhNLV3pCqeJ7RMsXHsXvsGC0B6gdnnB1cSyzHlqdGf9tRmtspkTcaWFkSE9lo85eYxW7qpfnvWomctPyBu+PiwfIS3brm8xVKswvzJMbTzLY+wKNxU3I75HF8IVVQaI+TLT6X/eTKq1zcXnBUn4Mnc5Eurj2WdkTif/VMZmQB5XWxsL2AaKG12tRoTI55NKhWMrz/IRoCRsl8UBm9adkOcqF8MD02NCb3BRKH5HRGhcZrWGiIqN1LeyNtlhcXJJeteL74plxXAYdRluYjcYu69Vphl4+RWV0EQn4ZEYrX5knEY2RzJa44lJmtPpe9zOz0pQrG4WM2GRgJpnOdB9u/41oLXPWbhB0mOl5+iO9Qzqik/Ndk3SDBo0jLO8Xa5UJel48k6sSuWyYYZWaZH6B/GiAvp5+Quk8tXqd1YUKE1MzrGx/3o5EhWh9jaggHMHuLB3ubs3L9PagykQ8mZAG0d//8ACT7/OIlljSqUwlefbDd7zWOb6ZZUMBqZCkyMkniGGcviCRoBfViBpvbIKtreVfyWjFETVadoOaYU23fkEsK3lCSTLJoCRa/lgCu0nLgNoo19K9dj33//k9BnuU8bHfntH6OaI1OZ5kZGgQgyNAMh5F1/+cHx71EI7Ef55oRcdlbZBRPSI9L6OREEajCX80gdthRG+1E0vEUA8PoLf5ScZj6AdfyoxWPDX1aRmtN0SLK5Zn0+iHBzHafcSiYXQqFRZPlGq1KA2IfwvRatWX8doMjGgF/qJGq5d795/gT0wynYmiGu7WuERDPtQjKtyRjCTUzZUCmlcP+X///oTI+Ny/3TDqS3lpdD5idJJIxLHpBmVGy+FLkk4Eu235wwQ8Nh5+908G9U4qcxWcRq3MFsTicTxOKw5vmMWV5beYvUe0vGFKs1NyiUdjtCP6wWQwSrNwUQy9UR5n6Mk9HvcbUZYNv1IA/MLNXp93KGTF0rRR1kWKuqmBAQ2RsSkmx0IMDYgarRARvwud0Sa9IYUUwU+JVjiVZ3YiIWsMrS4/UVFjKOoNg0lmMrc1WjMVskE3Az19+KJx4mE/PT/e51mfhvHpqfeI1sZ8XmZNRNF0LCIy7EPYfRHpXyt2Hf4y0XLz6N4/6FVbiEa6D45WT5SN3fclIT4JypsL5iYSDL1+jcHmIRry8vLpQwb0HyZaodFJMqJGa3AEdyBM2O9mZERDcDTH1lr1lzNaFh9rG8u4LToGRI1WPIbdbMTpixDyO2RGKzk5TUAanutkbZjIPj/8/j4qs0v6ZWr1NsbERrBIjNxCXfpqihqt7//xvwwbXRJfnVqNMzjK0mIZl1hF+BmidX11xuyYnwd//R+eDJiobh1ytr8uz613UEs8mSTgNHHv3g+SaJVmUgwP9KLzJCnmJ2WsUeksRGJxvE4bDl+Uxe3PKy9QiNYnjeJfP+j6eJdMJkNqZp7z0yOqM+Ny4FmESWc0gtcfIDNTZL6YJzM2zkbzSK6Ji/qV9PgM7fMr2o0V0ukUhUqFyXSG1GSZvcY64+kUxYVNKUGwI25sA32YfalvZtmwi84Nrd0tJkZFwboJk9lKMJ5hvb7PydEu06kM0zPznIrdMLkM2fFpmd59c52n5ycsz+XxOmxyl5HDHaS0uM7GcplUOk1leV3uLJK75qwOxCYDr9tHdmKW+UqBVGqctcb7Aau+WmYsnWGxtstKaYb02Dib9QazuSyZXIGjsysuT1vMjqeZnCrS2NlmPBHCqDficPmIhQMEwgnyswXGxzOMFxak+fCJMJnNpJkpLdPpiN1uEzhtFgxGE65AjPmVNUq3uw7XNjflDql3bQYJhGIUKwvkJyZIjc/S/onQ6t3RJvzlxJiYW6tzsLlIJpVmbq2r+yPqU0pTKbmDySiWPAJxqqs1uetwWpxfcZHz62tqi0WSiVEWtva4vjylLPCfmObw9F3R+qUYs4VJnFZhOmtDN9LHk2eviYyLXZd1plIxrGYTJpMFsZtUGJSLnekXx3tymdziDLFce3/ZUFzHeWef2YlRLEYTNoebSCSM3x9ierbKxtoi8aAXk8mMzWrm2aNHaM0+dlrCrPt216HBIDcnTBYXaB8dMjvZxezo/AphCp2fzpKZKbHfOpDn77ZbZTGsyxdlfq0msxsnu8sYBvsYNAbZU5YN7w6vb/f1zRW72yuMhn1yR5zZYpOG2dt7bY72a0ymurtgjSaLNEZemK/IOFmY7+oNHjZW5VwpLm7TPmiQyyRux68ZkeVa3txhZ22BTCrD/HqDnY1Foj6n3FnsDYQJ+TyIEo3q4iKTmbTc3S1WHoUh+kw20d3BaDLjCcZZXBM71wqMpcZZb3bEYycr5WnGMhnWtjaZkLFjjumEhxdPHtCvMco5K0jJ3Mr2h0WNf2PvtHe3peae0WjE5fHhcrlIZKfY2FgllUmTm1+XLbbrq2RTKYqLW+w3NsjEg3IXpcliJTI6wVbzELELczKVYaa4zOlZh9J0hvGpPAedI4riesQ96/SM9cUSAXd3x57V6SU/t8xSNS+/b3GzznIlh9tmxmy1y01MPp+PsfEpZnM5iVc+PyvNqWuHQt9QZLTMPH14n2GDTfaX2CG6uNmUxt7dmLYkdwzvby/K7yiviWXLG/Y25/HbLYTGchyeXcndzkulaRwWIyaLnUg0iscTYHR8lnptnbGoD4c/weL6Niti16HLhsFoxOrwMFVc4Oj0TVnFb+yE248rROvTcPv1o4TuT7stdVWEMoooyD3Y3ZF6Lp2TE6l62zrqcNzp0G61ORP6TEKLSGhhSS2iG4Q6rtBrkp8XbR0dc3lxJv92fHLK+dkJCzNpufMuW1z9/HX9X7+q3/iJro7W7k5DajcJbZMbsfQvNL9abY6E5syttolQhxcFlEe31ykwu77VTqrX6hzc6mhdnJ3Qagv9sAuJxcGtLlTnWOiUtRHtHAttsltM756w0H5qtdtSt+r0uIv7+cUFnU6b9lEHoc/S7YM2R0L/6uYGoWrcrNfZFSrPpyeyT4+OjuT/7c6JvJ7rywt53h2hjfZWv6mrySV1tK6vOTk+kho2F1fXt/pVP2mzc0ynLT4j9F4+rKUjxpEYEyeiWFW8bnVfv7lOoaN1sNeUumXi/N7oaAlc35yf0DZrvdFgu9XXEUrPQq/qzc/+9jKpREzu7KpWq8S8VgZHdExWt2WWSvTDXnNH6hkJ/a63p/xGBf+gxfndBt80DIh+2NvZkRpgx2IuCC2s5jazkxlisVGK5SqFqTHUA0M4A2k6b/V5DqSGktAkOpc6Wtd0ju5gJuaPGAOdbt+JpVupR1drSH0tgauYP7XFHCajmVCm8ll1F3cuSXn5n0BAaDB12gi9wcbOHscintx+rxxTzUZ3PJ6eSz05oSsox6aYkyJutlryGHGImDtCb67eaEqtQjF+L8/EfBJq5BdSo0+4OdTrXe2mExlTWog4c3cuiZv6m7mw/UaD71rM8eP3YpDQhxOx5+z8/DZ2HDE76mV4eIRUYYnmzo7U5BIx6Mv9dNXcmzsN9g4OaQmduyOho3Umz0VgI37ex0bE7I7UyBMafxILEYuvLmTMFjFExOxjMc+OOlxeCW0zEXe7+nnd+HlAvVZjT+qCXUstRRl3L65ute12aewI3E/odLq4iJgqYnY3fp/cxqIu0RoaHmFqYZudnZ23GofyfO7ENNGf4r4gtNXEz/XlGYf7+7SErp78i/ib0ERsyj7v3i/Edx5xcXlJp31Ac3dfHi90tIQWmLyGX4hjt81+1H8K0foomL7BD12eMF+clMtDIpX6QdXdb/DUlVP69hE4rIllOSN9/UNo9TpEsPNE0jRaJ1/l5EUmcSYVZmRgAJVGJ7ffa81uCktdYvdFvvT6krX5Wex6IXsRZrn+bezQ/SLXpjTyO0PginJWiHQayK++E1b+nV3EVz7dSyZjDqnzNd84/srf9XWbV4jW18X367V+dcrqfInR1DgrW83flZ3D1wNFaflLIXBzdSHFBdPJqFzmTk/OUt9rvVXM/1Lf866dGzqHTUq5cSl7EYmnmF/dRijxf7Gf60u2Vqqkx8Zk24pP5BdDVmnoNyNwI5dCy5XKV3t4+c2n9M0dcE1tbYFyZY79426m6ps7xY88IYVofSRQysf+swhcX19zJZaHPuXn5oabm2u5rPCmHZGQvxF2NG/XuD7csPjcm3/XV1cfdcyHW1PeURBQEFAQ+L+LgIix158aq38Ci4zR/wdjrkK0ftLRyq/fAAJXJ1TLZWbLy5z9Ru8vUf9VW11gfmGJ9tk5q3MlioUK+4cHLC5UWd6o/cJ2/hs6e3Xmq/NsNQ9oNTYozhZZb/x7Ufc3gJJyCgoCCgIKAv9VBG6uTlksFSgWqx80lf4tJ9hqrFPIz7JaO/gth33zn1WI1jffRX/AE7w6YWFujtKc8G0UWa2b26LXbqbpp4h0s0/dv15dHJHy27DavWy1hK9ehXKpyrbYnmw1ERjNcS4FVH/aish4XbFezGI2msmWV2ntbFIuldncuUO0brNd7x39Jksm33vvHeUXBQEFAQWB/7MIXJ0ddJXhLT727lhtvVkRuHvh4m/iR753943b12IVYrMk/CYNjM12jb1vD5DHvH/Iu7be//u3+ZtCtL7Nfvljn9XVCfPlMoXKMjv1DWYmM0RjMbwuJ25/lKqo3Tk/o7GxRDLsw2qxEoymWd3aYXUhT+/Dv/Pnv/yTYGaGwmyBwuQEiZCD//3zn/j+xQhTuTylQpHF1W25U/Ok1aRUKDE7O4vPNMif/udP9Ord8ljxuY3GASftPUpTaWkw7fQEmK2u0jm7ZHdrmcnsqNSacjsd0mB5eVOpmftjD2Dl6hUE/hgI/JRodQ6a5MdHcdiseIS0zVqN8/MTVqplRuNxouEgDpuTRDZP46Ajd3nv1tZIxUO43F5cJi2DQxpJtM46B9IY3u2w4fB0zZ1Pzi/Zq62QmxglHA4RSWbY2Pn2N7UoROuPMR9+X1d5tovbbEZnjVDKp3n97BGPXvRjMhroefESnc1PZX6OsMvC695+9AYDeqONbK5MtTLzlmiFMhO4TEYMwyq8Xht/uyVaqWQUq96AVHe+upFehSadEZs7jOct0XIxFvJi1BoZmy4xk44xPDiARqdHqxpmWGdjqrJKaTzE8x/v8ez1CEaDlpcvXkn/rUaraxnx+wJeOVsFAQUBBYGPR+Au0Wq2DqUiv2poSMZkrVqNxR2kurRI2GHgu399z7DWgHZ4gJc9g8TGizTrG8R8DgYHhzGajPQ9/5EfHvcylpujMj2GTjUsd2YK2y29xU1+fp3yZJTeZw+kJZc/lmZdIVof32HKJxUE3iLwE6I10NODLTRJ+/iYwphfeg+G4gn0g6/pGTSSn1tgaXmZzVqT42ORytag1dnYbrVJOIR/mZ1KeQa9egR3fIrmRvWduvMdohUYzUsjZtWQilRxmY1CWhKtYDiC1aDF5B2ldXJGu7mKXafF7IyQHfXT2wDXugIAAAaISURBVPOSQKZC57hFJuBApbZQ3fq/VWPwtm+UFwoCCgIKArcI3CVaK0tljMP9vFZZyRWKjMe99PT24QxG8Vj0PO9RU1xt0G6u4TRpMLoCTKQSaNV6RmcWOT5uMRGy8fx5H9HkGA7DCM/71IzPFMiNx+l/1YvRKSzWgvS97iU0UZV6em8qN77lTlEyWt9y7/xRz+0nREuv0ZPMrSD2Eb4zlS4wmQwy+LqXvv4BdCY747PzHLSEm/yXJFoG7FYrRr2B+NRCt0duTkgJDzCtlVDIjUanY3JRKBJfUhoLYdRZKK0r2jh/1OGrXLeCwB8FgbtESyzn9T5+wIOnr2VGy6BV8eJVP+5gGKfFgsbopdY65fJ4l5DHgtHpIuDxoDM4pE2OqMVdL6SkwbfL6WS45wn/evis25ZBy6vnr7B6YqSSfjR6HRPztd8NzArR+t101R/oRH9CtAw6I6N5YbT6jmglc3NsbSwzm5siEfYx3PeKPrWF2fnFjyJadoMeX2yK06sbGst5tCoN/p/NaBlwO50YdHqCmbIsyr+5OiLusqLTO4hFRKAwML0sbHAUovUHGqXKpSoI/OEReEu0zF5ZN9X7/CmDBjfTMzPkpiaIJ0bJF2bwCfN3s596++wO0XJLM2md3kZpTTyYXrM2O4ZWrUUQraHeF7wYMjKVyzGTmyIZTzA9W2E6HZLeiVPy4fb30QUK0fp99NMf6yw/gmiFx8ZJJyKE4ikqc2VCDgMDw3omywvEnXoGBkYor28Stpnk0uHCQhGjZgitI8L6cgWnQc2QxspMsUzCZ+bHxy/xjc6ymB9lZKAfz1iOuYm4XDqMjabxWg0Maa3MVqoUp0ZRDwkj5XGm012Ta4Vo/bGGqHK1CgIKAvCWaFl8rK4t4tCrGdE7KFbnKeayBENRZsslgk7HvxMtd4DCzBQWrRarN0alUiJgUfNYLB2OZgnYDfSrjEyX5qgWpwkFw0wW5ilOhBWipQw+BYHPRuD8kEQohDc8Lg1J/d4AuVuPva35HD6/n8lilZlMHFEkqdPr0emMREan2DloUZ1OohsRxZZTRP1+Ar4otZ0ayZCTEZ2FQmWO/HgCzcgwGr0Zi1HH4IiBsdwCza0FvDY9emeA8dE4AW+AfHWV1UoOh0mPRqtDp9VKR/elrSbLxaw8n8qmcHe/YimXIeANsfQzhsqfjYvSgIKAgoCCwDeEwPVFm2w4QDg8xsHJCYuFSVnPKsopdFod7kCClXVhVB3DG0yx2znn6vSQTDJEIJGhsbtLPptAr9FIA2+9aoghjYVcdZ3NxQJuqwG1phtzra4Qc6vbLJey+AJ+yut73xASv3wqSkbrl/FR3v1vIHB9Tm1ri42tHdqHe2xubLJ7eCyX7Y5bu2xsbrLXPua002J1cY6pqSnK88scHAmT5xspxbA4V2JxdZ2N9Q02N4SVywW79Q3K5QrbO3uc3B47M1tieWWV1dV1GrstLi9O2V5bojQ3f3vsJnutY2lIurO9zmxumtlSlZ39tjShPjrYYWNzg4OOMGi9ob27w+bGFu2T8/8Gcsp3KggoCCgI/McQuLm+YGdrk62tOufXN1xdnFLfXGFmeupdnLy8YKe2zcZmg7PLa26uztmpb7FZ6/5+dtxmbbHKbKHE8tISq2sb7IqYe9WN2cWZaXKzJbZ2Dri4uub9mPsfu9TP+iKFaH0WfMrBCgIKAgoCCgIKAgoCCgIfRkAhWh/GRnlHQUBBQEFAQUBBQEFAQeCzEFCI1mfBpxysIKAgoCCgIKAgoCCgIPBhBBSi9WFslHcUBBQEFAQUBBQEFAQUBD4LAYVofRZ8ysEKAgoCCgIKAgoCCgIKAh9GQCFaH8ZGeUdBQEFAQUBBQEFAQUBB4LMQUIjWZ8GnHKwgoCCgIKAgoCCgIKAg8GEEFKL1YWyUdxQEFAQUBBQEFAQUBBQEPguBzyZarVaL6+tr5Z+CgTIGlDGgjAFlDChjQBkDyhj4yRgQPKnZbHJ2JoStf/nn/7n79vn5OY1Gg+3tbXZ3d5V/CgbKGFDGgDIGlDGgjAFlDChj4CdjoFarSUwuLi7u0qifff0e0bq6uuLo6Ij9/X3ln4KBMgaUMaCMAWUMKGNAGQPKGPjAGDg56VrE/Sy7uvPH94jWnb8rLxUEFAQUBBQEFAQUBBQEFAQ+EwGFaH0mgMrhCgIKAgoCCgIKAgoCCgIfQkAhWh9CRvm7goCCgIKAgoCCgIKAgsBnIvD/A14M3+yz4UyJAAAAAElFTkSuQmCC"></p><p>‘Loan from an official financial institution’ and ‘grants or scholarships’ are less significant sources of funding in the Northeast and East regions. Addressing these funding gaps presents key challenge for policy makers in these two regions. In the absence of a government funded student loan system, our survey finds that access to loans for lower socio-economic groups is constrained. The research raises questions as to why scholarships appear to be less available in certain parts of the country, and why public institutions appear to be catering to a relatively high socio-economic student profile. It is also puzzling as to why a larger proportion of students from a lower socio-economic background are studying at postgraduate level.</p><p>There is evidence of significant unrealised interest in study abroad, though our survey only briefly examined this. And student mobility within India appears extensive, with one in five students travelling outside their home state for HE study. In six states, over half of students travelled out-of-state for HE study, three of these states being in the North region.</p><p>With demand for HE set to soar as India’s economy develops and household incomes rise, private providers - including foreign providers - will play an increasingly important role in addressing demand and producing graduates with the right mix of hard and soft skills. While India’s National Education Policy 2020 has signalled an opening up to foreign universities, the low tuition fee environment raises questions about prospects for foreign providers to operate sustainably in the market, given the cost of developing and delivering TNE programmes.</p><div><p>The data certainly raises as many questions as it answers, but hopefully lays a foundation for further research and analysis in this area.</p></div><p>The British Council report ‘<strong>Impact of financial resources on HE choice in India’</strong> is due for release on <strong>29<sup>th</sup> October 2021</strong>. The main findings of the research will be presented via webinar, including a panel discussion and Q&A with policy makers and HE practitioners from the UK and India. Register via the following link to attend the online event taking place on Friday 29<sup>th</sup> October at 10.00 – 11.30 (UK time).   </p><p><a href="https://forms.office.com/pages/responsepage.aspx?id=wXVirt3MRkCyoWJFosyj7CHxf_t3zIhDtlfD27-Kc4NUNjA1VE1KOFJJRU9aTzc1TE5ZQlJUWVM5Vi4u">https://forms.office.com/pages/responsepage.aspx?id=wXVirt3MRkCyoWJFosyj7CHxf_t3zIhDtlfD27-Kc4NUNjA1VE1KOFJJRU9aTzc1TE5ZQlJUWVM5Vi4u</a></p>
    
    summary (String, 491 characters ) While growing demand for HE in India is widely ...
    
    While growing demand for HE in India is widely acknowledged, little research has been conducted on how students’ socio-economic backgrounds determine which public, private and international options are available to them. To start a process to address this knowledge gap, the British Council commissioned a survey of over 2,700 currently enrolled HE students, spread across India’s six regions. The survey results throw up some interesting findings for HE policy makers and practitioners
    
    format (String, 9 characters ) full_html
    
    safe_value (String, 107733 characters ) <p>With the world’s second largest population...
    
    <p>With the world’s second largest population and sustained economic growth, India is set to rank as the most influential emerging economy over the coming decades. Rising household incomes and demand for knowledge economy workers has fuelled a rapid expansion of HE; between 2013 and 2020 India added a whopping 14 million HE enrolments. To put that in context, with 9 million students in total, Brazil has the world’s fourth largest HE system.</p> <p>While growing demand for HE in India is widely acknowledged, little research has been conducted on how students’ socio-economic backgrounds determine which public, private and international options are available to them. To start a process to address this knowledge gap, the British Council commissioned a survey of over 2,700 currently enrolled HE students, spread across India’s six regions. The survey results throw up some interesting findings for HE policy makers and practitioners alike.</p> <p>The data show that tuition fees in India are low by international standards, making HE access a realistic prospect for students with relatively limited financial means. Across all India, median annual tuition fees fall within the INR 50,001 to 80,000 (<strong>GBP 500 to 800</strong>) range and only 2% of students are paying more than INR 200,000 (<strong>GBP 2,000</strong>) per year. Some variation in tuition fees is apparent at regional level, with students in the West and East regions reporting slightly higher fees.</p> <p><strong>Figure 1: Annual tuition fee ranges for HE students, all India, rupees. </strong></p> <p><img alt="" 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" /></p> <p>Apart from the relatively poor Northeast region, a broadly consistent income distribution was reported across the five other regions of India, with a median household income of INR 75,001 to 105,000 (<strong>GBP 750 to 1,050</strong>) per month reported. It may have been expected that students from the relatively wealthy South and West regions would have reported the highest incomes. Our use of socio-economic quotas (based on asset ownership and education level of household’s chief wage earner) as part of the survey sampling method may have been a contributory factor to this lack of variation.</p> <p>Much of the access to poorer and more rural segments of society is provided via the private for-profit sector, but further research is required to unpack this broad category of institutions. A sub-set of for-profit institutions charge high fees and clearly cater to a different demographic. Our study has not explored the teaching quality or labour market outcomes associated with various HE choices, for which there is likely to be wide variation both within and across the public and private sectors.</p> <p>Students from relatively wealthy households are quite evenly distributed across institution type (public, private non-profit, and private for-profit) but are concentrated in relatively high tuition fee courses.</p> <p>Engineering & Technology - which includes Computer Engineering - was the most popular subject area overall, followed by Education (especially among the mid-tier socio-economic class), and Business & Admin. This contrasts with Indian students in the UK, for whom Business & Admin is by far the most popular subject choice, followed by Engineering & Technology, and Social Sciences. </p> <p>Family size does not appear to have a bearing on HE selection based on the survey data. The fertility rate in India has fallen sharply in recent years, standing at 2.2 children in 2018.</p> <p>By far the most important sources of funding for HE study is ‘support from family’, followed by ‘loan from an official financial institution’. The latter especially so for students attending public institutions and for students from higher income households. India replaced its government-backed education loans system in the 1990’s with the current system of commercial bank-driven loans. Public sector banks account for about 90 per cent of all education loans in India and charge a lower, subsidised, rate of interest to students.</p> <p><strong>Figure 2: Main higher education funding sources, all India. </strong></p> <p><img alt="" src="data:image/png;base64,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" /></p> <p>‘Loan from an official financial institution’ and ‘grants or scholarships’ are less significant sources of funding in the Northeast and East regions. Addressing these funding gaps presents key challenge for policy makers in these two regions. In the absence of a government funded student loan system, our survey finds that access to loans for lower socio-economic groups is constrained. The research raises questions as to why scholarships appear to be less available in certain parts of the country, and why public institutions appear to be catering to a relatively high socio-economic student profile. It is also puzzling as to why a larger proportion of students from a lower socio-economic background are studying at postgraduate level.</p> <p>There is evidence of significant unrealised interest in study abroad, though our survey only briefly examined this. And student mobility within India appears extensive, with one in five students travelling outside their home state for HE study. In six states, over half of students travelled out-of-state for HE study, three of these states being in the North region.</p> <p>With demand for HE set to soar as India’s economy develops and household incomes rise, private providers - including foreign providers - will play an increasingly important role in addressing demand and producing graduates with the right mix of hard and soft skills. While India’s National Education Policy 2020 has signalled an opening up to foreign universities, the low tuition fee environment raises questions about prospects for foreign providers to operate sustainably in the market, given the cost of developing and delivering TNE programmes.</p> <div> <p>The data certainly raises as many questions as it answers, but hopefully lays a foundation for further research and analysis in this area.</p> </div> <p>The British Council report ‘<strong>Impact of financial resources on HE choice in India’</strong> is due for release on <strong>29<sup>th</sup> October 2021</strong>. The main findings of the research will be presented via webinar, including a panel discussion and Q&A with policy makers and HE practitioners from the UK and India. Register via the following link to attend the online event taking place on Friday 29<sup>th</sup> October at 10.00 – 11.30 (UK time). </p> <p><a href="https://forms.office.com/pages/responsepage.aspx?id=wXVirt3MRkCyoWJFosyj7CHxf_t3zIhDtlfD27-Kc4NUNjA1VE1KOFJJRU9aTzc1TE5ZQlJUWVM5Vi4u">https://forms.office.com/pages/responsepage.aspx?id=wXVirt3MRkCyoWJFosyj7CHxf_t3zIhDtlfD27-Kc4NUNjA1VE1KOFJJRU9aTzc1TE5ZQlJUWVM5Vi4u</a></p>
    
    safe_summary (String, 499 characters ) <p>While growing demand for HE in India is wide...
    
    <p>While growing demand for HE in India is widely acknowledged, little research has been conducted on how students’ socio-economic backgrounds determine which public, private and international options are available to them. To start a process to address this knowledge gap, the British Council commissioned a survey of over 2,700 currently enrolled HE students, spread across India’s six regions. The survey results throw up some interesting findings for HE policy makers and practitioners </p>
  - #formatter (String, 12 characters ) text_default
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    #markup (String, 107733 characters ) <p>With the world’s second largest population...
    
    <p>With the world’s second largest population and sustained economic growth, India is set to rank as the most influential emerging economy over the coming decades. Rising household incomes and demand for knowledge economy workers has fuelled a rapid expansion of HE; between 2013 and 2020 India added a whopping 14 million HE enrolments. To put that in context, with 9 million students in total, Brazil has the world’s fourth largest HE system.</p> <p>While growing demand for HE in India is widely acknowledged, little research has been conducted on how students’ socio-economic backgrounds determine which public, private and international options are available to them. To start a process to address this knowledge gap, the British Council commissioned a survey of over 2,700 currently enrolled HE students, spread across India’s six regions. The survey results throw up some interesting findings for HE policy makers and practitioners alike.</p> <p>The data show that tuition fees in India are low by international standards, making HE access a realistic prospect for students with relatively limited financial means. Across all India, median annual tuition fees fall within the INR 50,001 to 80,000 (<strong>GBP 500 to 800</strong>) range and only 2% of students are paying more than INR 200,000 (<strong>GBP 2,000</strong>) per year. Some variation in tuition fees is apparent at regional level, with students in the West and East regions reporting slightly higher fees.</p> <p><strong>Figure 1: Annual tuition fee ranges for HE students, all India, rupees. </strong></p> <p><img alt="" 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" /></p> <p>Apart from the relatively poor Northeast region, a broadly consistent income distribution was reported across the five other regions of India, with a median household income of INR 75,001 to 105,000 (<strong>GBP 750 to 1,050</strong>) per month reported. It may have been expected that students from the relatively wealthy South and West regions would have reported the highest incomes. Our use of socio-economic quotas (based on asset ownership and education level of household’s chief wage earner) as part of the survey sampling method may have been a contributory factor to this lack of variation.</p> <p>Much of the access to poorer and more rural segments of society is provided via the private for-profit sector, but further research is required to unpack this broad category of institutions. A sub-set of for-profit institutions charge high fees and clearly cater to a different demographic. Our study has not explored the teaching quality or labour market outcomes associated with various HE choices, for which there is likely to be wide variation both within and across the public and private sectors.</p> <p>Students from relatively wealthy households are quite evenly distributed across institution type (public, private non-profit, and private for-profit) but are concentrated in relatively high tuition fee courses.</p> <p>Engineering & Technology - which includes Computer Engineering - was the most popular subject area overall, followed by Education (especially among the mid-tier socio-economic class), and Business & Admin. This contrasts with Indian students in the UK, for whom Business & Admin is by far the most popular subject choice, followed by Engineering & Technology, and Social Sciences. </p> <p>Family size does not appear to have a bearing on HE selection based on the survey data. The fertility rate in India has fallen sharply in recent years, standing at 2.2 children in 2018.</p> <p>By far the most important sources of funding for HE study is ‘support from family’, followed by ‘loan from an official financial institution’. The latter especially so for students attending public institutions and for students from higher income households. India replaced its government-backed education loans system in the 1990’s with the current system of commercial bank-driven loans. Public sector banks account for about 90 per cent of all education loans in India and charge a lower, subsidised, rate of interest to students.</p> <p><strong>Figure 2: Main higher education funding sources, all India. </strong></p> <p><img alt="" src="data:image/png;base64,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/></p> <p>‘Loan from an official financial institution’ and ‘grants or scholarships’ are less significant sources of funding in the Northeast and East regions. Addressing these funding gaps presents key challenge for policy makers in these two regions. In the absence of a government funded student loan system, our survey finds that access to loans for lower socio-economic groups is constrained. The research raises questions as to why scholarships appear to be less available in certain parts of the country, and why public institutions appear to be catering to a relatively high socio-economic student profile. It is also puzzling as to why a larger proportion of students from a lower socio-economic background are studying at postgraduate level.</p> <p>There is evidence of significant unrealised interest in study abroad, though our survey only briefly examined this. And student mobility within India appears extensive, with one in five students travelling outside their home state for HE study. In six states, over half of students travelled out-of-state for HE study, three of these states being in the North region.</p> <p>With demand for HE set to soar as India’s economy develops and household incomes rise, private providers - including foreign providers - will play an increasingly important role in addressing demand and producing graduates with the right mix of hard and soft skills. While India’s National Education Policy 2020 has signalled an opening up to foreign universities, the low tuition fee environment raises questions about prospects for foreign providers to operate sustainably in the market, given the cost of developing and delivering TNE programmes.</p> <div> <p>The data certainly raises as many questions as it answers, but hopefully lays a foundation for further research and analysis in this area.</p> </div> <p>The British Council report ‘<strong>Impact of financial resources on HE choice in India’</strong> is due for release on <strong>29<sup>th</sup> October 2021</strong>. The main findings of the research will be presented via webinar, including a panel discussion and Q&A with policy makers and HE practitioners from the UK and India. Register via the following link to attend the online event taking place on Friday 29<sup>th</sup> October at 10.00 – 11.30 (UK time). </p> <p><a href="https://forms.office.com/pages/responsepage.aspx?id=wXVirt3MRkCyoWJFosyj7CHxf_t3zIhDtlfD27-Kc4NUNjA1VE1KOFJJRU9aTzc1TE5ZQlJUWVM5Vi4u">https://forms.office.com/pages/responsepage.aspx?id=wXVirt3MRkCyoWJFosyj7CHxf_t3zIhDtlfD27-Kc4NUNjA1VE1KOFJJRU9aTzc1TE5ZQlJUWVM5Vi4u</a></p>
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Impact of financial resources on higher education choice in India

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