5
0 
66,
7 
6
2 
82,
7 
  (1,108 – 
5,134) 
 
Based  on  table  2,  it  is  known  that  there  is  a 
relationship  between  physical  activity  and  the 
incidence  of  type  2  DM  (p  =  0.009;  OR  =  2.523). 
Respondents  with  less  physical  activity  were  2.523 
times  more  likely  for  developing  type  2  diabetes 
compared  to  people  with  good  physical  activity.  
Obesity is also a risk factor for the incidence of type 
2 diabetes mellitus. Based on table 2, it is known that 
there is a relationship between smoking status and the 
incidence  of  type  2  DM  (p=0.039;  OR=2.338). 
Respondents  who  were  smokers  were  2,385  times 
more likely  to develop type 2 diabetes compared to 
non-smokers. 
Another  factor  that  has  a  relationship  with  the 
incidence of type 2 diabetes is the smoking status of 
the respondents. The results showed that there was a 
relationship  between  smoking  status  and  the 
incidence  of  type  2  DM  (p=0.039;  OR=2.338). 
Respondents  who  were  smokers  were  2,385  times 
more likely  to develop type 2 diabetes compared to 
non-smokers 
4  DISCUSSION 
Type  2  DM  is  a  hyperglycemic  disease  due  to  cell 
insensitivity  to  insulin.  Insulin  levels  may  decrease 
slightly  or  be  in  the  normal  range.  Insulin  is  still 
produced by pancreatic beta cells, then type 2 DM is 
considered as non-insulin DM.  Based on table 2, it 
can  be  seen  that  there  is  a  correlation  between 
physical  activity  with  the  incidence  of  type  2  DM. 
Based on observations in the field, type 2 DM patients 
rarely carry out regular exercise activities for reasons 
of being lazy to exercise, and they feel tired quickly. 
This, of course, can lead to a lack of response to 
insulin  (insulin  resistance)  so  that  glucose  cannot 
enter the cell. 
This  study  is  in  line  with  the  research  of 
Sukmaningsih WR (2016), which states that a person 
who  has  low  physical  activity  is  eight  times  more 
likely to experience type 2 DM [10].  
 
 
Fikasari’s  (2012)  study showed that  there was a 
relationship  between  physical  activity  and  the 
incidence of type 2 DM (p = 0.045 <0.05). Regular 
physical activity can reduce the risk factors for type 2 
DM because physical activity can reduce weight and 
improve  sensitivity  to  insulin,  which  can  improve 
glucose control in the blood [Sukmaningsih, 2016]. 
The results showed that there was a correlation  
between  obesity  and  the  incidence  of  type  2  DM. 
Based on the results of the study,  DM patient with 
obese stated that their weight was high because they 
did  not  maintain  their  diet  and  didn’t  do  a  regular 
exercise. This makes insulin unable to work optimally 
to  help  body  cells  absorb  glucose  because  it  is 
disturbed by  complications of obesity,  such as  high 
blood fat levels (cholesterol).  
The  results  of  this  study  are  in  line  with  the 
research conducted by Jin Ook Chung, Dong Hyeok 
Cho, Dong Jin Chung, and Min Young Chung (2012) 
which  states  that  there  is  a  significant  relationship 
between  obesity  and  insulin  resistance  (p  <0.05). 
Obesity  condition  causes  excess  fat  deposits. 
Freeform  fatty  acids  can  circulate  in  blood  vessels 
throughout the body and cause oxidative stress which 
we  are  familiar  with  lipotoxicity.  Lipotoxicity  will 
interfere with insulin receptor function [Jin OC et all, 
2012]. 
The results of the  statistics analysis  showed that 
there was a correlation between smoking habits with 
the incidence of type 2 DM. Based on the facts in the 
field,    they  smoke  to  eliminate  tension  and  stress 
because nicotine releases certain compounds to create 
a calm and relaxing effect. Besides that they smoke 
because they see the habits of their parents, who are 
also smokers. This situation certainly causes insulin 
resistance and causes blood sugar levels to increase, 
which causes type 2 DM disease.  
The results of this study are in accordance with the 
research of Trisnawati et al. (2013) which states that 
there  is  an  influence  of  smoking  habits  on  the 
incidence  of  type  2  DM  (p=0.002).  Someone  who 
smokes  2.4  times  more  likely  to  developing  type 2 
DM  compared  to  non-smokers.  According  to 
previous  research,  smoking  habits  caused  impaired 
glucose metabolism and increased insulin resistance 
which  causes  an  increased  risk  of  developing  DM. 
This result is in accordance with the Coronary Artery 
Risk Development in Young Adults study data, which