Biotechnology Industry Research Assistance Council [BIRAC] Case Study
Global Digital Platform Successful Implementation's In Pan India

Analytical Report For All 7 Hospitals with Follow Ups

Real Time Analytics

(Trends observed from June 2020 to August 2024)

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Percentage of people who have type 2 diabetes (gender count)

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Fig 8.1

Male

50.58 %

count:12,794

Female

48%

count:12,286

Department

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Fig 8.2

We have around 51.3% of patients being admitted to the department of “ENDOCRINOLOGY” followed by general Medicine , and cardiology department

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Fig 8.2

This above graph gives an overall view on high number of patients in every department ,hospital wise most people are under Endocrinology and general medicine departments.

Patients with family history of diabetes

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Fig 8.4

No Family History

45.91%

This visualization provides insight into the percentage of people without a family history of diabetes

Family History

50.97%

This visualization provides insight into the percentage of people with family history of diabetes

Patients with family history of hypertension

Visualization Image

Fig 8.5

No Family History

70.47%

This visualization provides insight into the percentage of people without a family history of hypertension

Family History

29.46%

This visualization provides insight into the percentage of people with family history of hypertension

Patients with family history of cardiovascular

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Fig 8.6

No Family History

90.85%

This visualization provides insight into the percentage of people without a family history of.

Family History

9.15%

This visualization provides insight into the percentage of people with family history of.

Diabetes Carried by Family Member

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Fig 8.2

Total numbers of patients who have type 1 diabetes are 213 among 25,293 records of patients, and it is mainly carried from ‘Fathers’. We can visually see in the packed bubble chart that Type 2 diabetes is highly carried from ‘Mothers’.

Cancer

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Fig 8.2

7.67% of females are diagnosed with breast cancer who are already suffering from diabetes, whereas 5.85% of males are diagnosed with breast cancer. The next highest number of cancer cases with diabetes patients are found in “throat cancer.” With consideration of follow-up data, we have 1 patient who died due to breast cancer from SGRDUHS Amritsar, Punjab hospital.

Age-Based Percentage Distribution of Type 1 and Type 2 Diabetes Among patients

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Fig 8.9

Age: 60

Type 2 : 1048 cases

This age group shows the highest predisposition to Type 2 diabetes, highlighting the need for vigilant monitoring.

Age: 50

Type 2 : 977 cases

A significant portion of this age group is affected by Type 2 diabetes, underscoring the importance of proactive health management.

Age: 18

Type 1 : 14 cases

Though rare, Type 1 diabetes in this young age group stresses the need for early detection and intervention.

Facility Preference by Income Level: Government vs. Private Services for Families Earning Below ₹10,000 to ₹30,000 Monthly

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Fig 8.10

Income: ₹10,000-₹30,000

Government: 3565 cases
Private: 2368 cases

Higher-income families tend to utilize private facilities, though government facilities still see significant use.

Income: Below ₹10,000

Government: 3969 cases
Private: 3099 cases

Lower-income families rely heavily on government facilities, with substantial usage of private options as well.

Facility Preferences Based on Monthly Income Between ₹30,000 - ₹1,00,000 : Government vs. Private Choices(Type 2 Diabetes)

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Fig 8.11

Income: ₹30,000-₹50,000

Government: 876 cases
Private: 1,028 cases

Middle-income families slightly favor private facilities, but government facilities also see considerable usage.

Income: ₹50,000-₹75,000

Government: 460 cases
Private: 502 cases

Higher-income families tend to use private facilities, with government services still in demand.

Income: ₹75,000-₹1,00,000

Government: 97 cases
Private: 212 cases

Top earners show a balanced use of both government and private facilities for Type 2 diabetes care.

Facility Preference by Income Level(Type 2 Diabetes): Government vs. Private for Salaries ₹1,00,000 to ₹2,00,000 and Above

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Fig 8.12

Income: ₹1,00,000-₹2,00,000

Government: 97 cases
Private: 138 cases

High-income families tend to prefer private facilities, with some reliance on government services.

Income: Above ₹2,00,000

Government: 59 cases
Private: 115 cases

Wealthiest individuals show a clear preference for private facilities over government options for Type 2 diabetes care.

Healthcare Facility Preferences Among Unemployed Patients Receiving Free Diabetes Treatment(Type 2 Diabetes)

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Fig 8.13

1,221 cases

Unemployed
Free Medicine Supply
Facility: Government

The majority of unemployed patients rely on government facilities for free diabetes medicine.

136 cases

Unemployed
Free Medicine Supply
Facility:Private

A smaller number of unemployed patients access free diabetes medicine through private facilities.

TYPE 1 COMPLICATIONS

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Fig 8.14

TYPE 1
COMPLICATIONS

36

A small portion of Type 1 diabetes patients face complications, requiring closer medical attention.

TYPE 1
NO COMPLICATIONS

177

The majority of Type 1 diabetes patients manage their condition without complications.

TYPE 2 COMPLICATIONS

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Fig 8.15

TYPE 2
COMPLICATIONS

15,976

The high incidence of complications in Type 2 diabetes highlights the need for targeted interventions and vigilant management strategies.

TYPE 2
NO COMPLICATIONS

9,104

The substantial number of patients without complications suggests effective disease management in a significant portion of Type 2 diabetes cases.

COMPLICATIONS-HYPERTENSION AND DYSLIPIDAEMIA

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Fig 8.16

HYPERTENSION

YES-11,997
NO-13,296

Nearly equal distribution of hypertension complications underscores the importance of routine blood pressure monitoring and management in diabetic patients.

DYSLIPIDAEMIA

YES-5,943
NO-19,350

Dyslipidaemia complications are less common, highlighting effective lipid management but with room for improvement.

COMPLICATIONS-NEUROPATHY AND RETINOPATHY

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Fig 8.17

NEUROPATHY

YES-1,827
NO-23,466

The lower incidence of neuropathy suggests that nerve-related complications are being managed effectively among patients.

RETINOPATHY

YES-1,668
NO-23,625

The relatively low occurrence of retinopathy indicates that most patients maintain good retinal health.

PATIENTS WHO ARE NOT INVOLVED IN ANY PHYSICAL ACTIVITY

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Fig 8.18

TYPE 1

70

Type 1 diabetes is less prevalent among inactive patients, but physical activity remains crucial for overall health.

TYPE 2

8,987

A significant portion of Type 2 diabetes cases are associated with inactivity, highlighting the need for increased physical activity to manage and prevent complications.

PATIENTS WHO ARE INVOLVED IN ALL PHYSICAL ACTIVITY

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Fig 8.19

TYPE 1

3

Minimal participation in physical activity among Type 1 patients suggests a potential area for improvement in lifestyle interventions.

TYPE 2

15

Limited physical activity among Type 2 patients indicates a need for increased focus on exercise in diabetes management.

91.21% OF PATIENTS HAVE AGREED TO SHARE THEIR INFORMATION WITH THE INDIAN BIOLOGICAL MANUFACTURERS FOR PLANNING THEIR FUTURE CLINICAL RESEARCH.

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Fig 8.20

Age: 60

Type 2 : 1048 cases

This age group shows the highest predisposition to Type 2 diabetes, highlighting the need for vigilant monitoring.

ACCEPTED

YES - 91.21%

Patients who have agreed to plan their future clinical research Indian biological manufacturers are in the percentage of 91.21%.

NOT ACCEPTED

NO - 8.58%

8.58% patients did not agree to share their information with the Indian biological manufacturers for planning their future clinical research.

Which type of facility does these hospital's belong to?

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Fig 8.21

HIGHEST & LOWEST PRI

NIMS - 20.27%
SRM - 7.30%

Highest and lowest in private would be NIMS for highest and SRM as the lowest.

HIGHEST & LOWEST GOV

Victoria - 16.03%
SSKM - 13.21%

Highest and lowest in government would be victoria for highest and SSKM as the lowest.

Types of diabetes in various hospitals

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Fig 8.22

TYPE 2 - LOWEST

1,843

Lowest type 2 diabetes count is SRM Institutes for medical science, Chennai, Tamil Nadu as 1,843.

TYPE 2 - HIGHEST

5,119

Highest type 2 diabetes count is NIMS Medicity, Trivandrum, Kerala with the count of 5,119.

Percentage of people who have dyslipidaemia caused by diet and tobacco.

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Fig 8.23

TOBACCO -DYSLIPIDAEMIA

0.15%

Consumption of tobacco daily with type 2 with dyslipidaemia.

NO TOBACCO - DYSLIPIDAEMIA

82.49%

No consumption of tobacco with type 2 diabetes with consisting of dyslipidaemia.

Relation between dyslipidaemia and type 2

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Fig 8.24

HIGHEST - NORMAL

YES - 15.12%
NO - 19.15%

Highest consumption of non-veg with normal BMI indicator with type 2 diabetes.

LOWEST - UNDERWEIGHT

YES - 0.41%
NO - 1.19%

The lowest consumption of non-veg with BMI indicator as underweight with type 2 diabetes .

HIGHEST - VEG - NORMAL

YES - 1.81%
NO - 7.76%

Highest consumption of veg with normal BMI indicator with type 2 diabetes.

LOWEST - VEG - UNDERWEIGHT

YES - 0.04%
NO - 0.29%

Lowest consumption of veg with underweight BMI indicator with type 2 diabetes.

Count of type 1 and type 2 with also count of oral and insulin.

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Fig 8.25

BOTH ORAL AND INSULIN

36

The total percentage of patients taking both oral and insulin are 19.92%.

ORAL ANTI DIABETIC

22,873

The majority of patients taking oral anti diabetic medication with type 2 diabetes is 22,873.

INSULIN
TYPE 1 and TYPE 2

212 and 6,099

The total count of insulin in the 25,293 data would be 212 for type 1 and 6,099 for type 2.

TYPE 1 and TYPE 2

213 and 25,080

The total count of type 1 is 213 and Type 2 is 25,080 in the whole data with the count of 25,293.

Total count of disease

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Fig 8.26

SURGICAL

YES - 9,381
NO - 15,912

The highest count in diseases would be Surgical with the yes count as 9,381 and no count as 15,912.

CNS

YES - 563
NO - 24,730

The lowest count in diseases would be CNS with the yes count as 563 and no count of 24,730.

Count family history of diabetes, hypertension, cvd, stroke, cancer, micro vascular complication

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Fig 8.27

DIABETES

YES - 54.070%
NO - 45.930%

The highest count in family history would be diabetes at the percentage of 54.070%.

MICRO VASCULAR COMPLICATION

YES - 2.01%
NO - 97.99%

The lowest in the count of family history would be micro vascular compplication in the percentage of 97.99%.

Highest in respiratory specify is Asthma excluding n/a.

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Fig 8.28

ASTHAMA

NO - 327

The highest count in respiratory specify would be Asthama is 327.

PULMONARY TUBERCULOSIS

NO - 28

The lowest in respiratory is pulmonary tuberculosis in the count of 28.

FOLLOW UP

Mortality Statistics Across Hospitals

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Fig 8.29

Ramaiah Hospital, Bengaluru

2

This facility recorded a total of 2 patient deaths, indicating relatively low mortality among the cases reported.

NEIGRIHMS SHillong, Meghalaya

20

A significant number of deaths were recorded, totaling 20, which suggests a higher mortality rate among patients treated.

SGRDUHS, Amritsar Punjab

17

The facility saw 17 deaths, reflecting a notable mortality rate in the patient outcomes reported.

Causes of Patients Death

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Fig 8.30

CVA & Heart Attack

3

The incidence of death due to CVA & Heart Attack is recorded as 3 cases.

Renal Failure & stroke

2

2 deaths, mainly due to CVA & heart attack.

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